rewrite: Profile, Stats, Leaderboard.

src/modules/statistics/cog.py

@@ -9,11 +9,12 @@ from discord.ui.button import ButtonStyle
 from meta import LionBot, LionCog, LionContext
 from utils.lib import error_embed
 from utils.ui import LeoUI, AButton
+from wards import low_management
 
 from . import babel
 from .data import StatsData
-from .ui import ProfileUI, WeeklyMonthlyUI
-from .settings import StatsSettings
+from .ui import ProfileUI, WeeklyMonthlyUI, LeaderboardUI
+from .settings import StatisticsSettings, StatisticsConfigUI
 
 _p = babel._p
 
@@ -25,12 +26,17 @@ class StatsCog(LionCog):
     def __init__(self, bot: LionBot):
         self.bot = bot
         self.data = bot.db.load_registry(StatsData())
-        self.settings = StatsSettings
+        self.settings = StatisticsSettings()
 
     async def cog_load(self):
         await self.data.init()
 
         self.bot.core.user_config.register_model_setting(self.settings.UserGlobalStats)
+        self.bot.core.guild_config.register_model_setting(self.settings.SeasonStart)
+        self.bot.core.guild_config.register_setting(self.settings.UnrankedRoles)
+
+        configcog = self.bot.get_cog('ConfigCog')
+        self.crossload_group(self.configure_group, configcog.configure_group)
 
     @cmds.hybrid_command(
         name=_p('cmd:me', "me"),
@@ -68,4 +74,67 @@ class StatsCog(LionCog):
     )
     @appcmds.guild_only
     async def leaderboard_cmd(self, ctx: LionContext):
+        await ctx.interaction.response.defer(thinking=True)
+        ui = LeaderboardUI(self.bot, ctx.author, ctx.guild)
+        await ui.run(ctx.interaction)
+
+    # Setting commands
+    @LionCog.placeholder_group
+    @cmds.hybrid_group('configure', with_app_command=False)
+    async def configure_group(self, ctx: LionContext):
         ...
+
+    @configure_group.command(
+        name=_p('cmd:configure_statistics', "statistics"),
+        description=_p('cmd:configure_statistics|desc', "Statistics configuration panel")
+    )
+    @appcmds.rename(
+        season_start=_p('cmd:configure_statistics|param:season_start', "season_start")
+    )
+    @appcmds.describe(
+        season_start=_p(
+            'cmd:configure_statistics|param:season_start|desc',
+            "Time from which to start counting activity for rank badges and season leadeboards."
+        )
+    )
+    @cmds.check(low_management)
+    async def configure_statistics_cmd(self, ctx: LionContext,
+                                       season_start: Optional[str] = None):
+        t = self.bot.translator.t
+
+        # Type checking guards
+        if not ctx.guild:
+            return
+        if not ctx.interaction:
+            return
+
+        # Retrieve settings, using cache where possible
+        setting_season_start = await self.settings.SeasonStart.get(ctx.guild.id)
+
+        modified = []
+        if season_start is not None:
+            data = await setting_season_start._parse_string(ctx.guild.id, season_start)
+            setting_season_start.data = data
+            await setting_season_start.write()
+            modified.append(setting_season_start)
+
+        # Send update ack
+        if modified:
+            # TODO
+            description = t(_p(
+                'cmd:configure_statistics|resp:success|desc',
+                "Activity ranks and season leaderboard will now be measured from {season_start}."
+            )).format(
+                season_start=setting_season_start.formatted
+            )
+            embed = discord.Embed(
+                colour=discord.Colour.brand_green(),
+                description=description
+            )
+            await ctx.reply(embed=embed)
+
+        if ctx.channel.id not in StatisticsConfigUI._listening or not modified:
+            # Launch setting group UI
+            configui = StatisticsConfigUI(self.bot, ctx.guild.id, ctx.channel.id)
+            await configui.run(ctx.interaction)
+            await configui.wait()

src/modules/statistics/data.py

@@ -1,14 +1,52 @@
 from typing import Optional, Iterable
+from enum import Enum
 from itertools import chain
 from psycopg import sql
 
-from data import RowModel, Registry, Table
-from data.columns import Integer, String, Timestamp, Bool
+from data import RowModel, Registry, Table, RegisterEnum
+from data.columns import Integer, String, Timestamp, Bool, Column
 
 from utils.lib import utc_now
 
 
+class StatisticType(Enum):
+    """
+    Schema
+    ------
+    CREATE TYPE StatisticType AS ENUM(
+        'VOICE',
+        'TEXT',
+        'ANKI'
+    )
+    """
+    VOICE = ('VOICE',)
+    TEXT = ('TEXT',)
+    ANKI = ('ANKI',)
+
+
+class ExpType(Enum):
+    """
+    Schema
+    ------
+    CREATE TYPE ExperienceType AS ENUM(
+      'VOICE_XP',
+      'TEXT_XP',
+      'QUEST_XP',  -- Custom guild quests
+      'ACHIEVEMENT_XP', -- Individual tracked achievements
+      'BONUS_XP' -- Manually adjusted XP
+    );
+    """
+    VOICE_XP = 'VOICE_XP',
+    TEXT_XP = 'TEXT_XP',
+    QUEST_XP = 'QUEST_XP',
+    ACHIEVEMENT_XP = 'ACHIEVEMENT_XP'
+    BONUS_XP = 'BONUS_XP'
+
+
 class StatsData(Registry):
+    StatisticType = RegisterEnum(StatisticType, name='StatisticType')
+    ExpType = RegisterEnum(ExpType, name='ExperienceType')
+
     class VoiceSessionStats(RowModel):
         """
         View containing voice session statistics.
@@ -21,7 +59,7 @@ class StatsData(Registry):
             guildid,
             start_time,
             duration,
-            (start_time + duration * interval '1 second') AS end_time
+            (timezone('UTC', start_time) + duration * interval '1 second') AS end_time
           FROM session_history
           UNION ALL
           SELECT
@@ -115,6 +153,321 @@ class StatsData(Registry):
                 )
                 return [r['stime'] or 0 for r in await cursor.fetchall()]
 
+        @classmethod
+        async def leaderboard_since(cls, guildid: int, since):
+            """
+            Return the voice totals since the given time for each member in the guild.
+            """
+            # Retrieve sum of all sessions (incl. ongoing) ending after given time
+            first_query = sql.SQL(
+                """
+                SELECT
+                    userid,
+                    sum(duration) as total_duration
+                FROM voice_sessions_combined
+                WHERE
+                    guildid = %s
+                    AND
+                    end_time > %s
+                GROUP BY userid
+                ORDER BY total_duration DESC
+                """
+            )
+            first_query_args = (guildid, since)
+
+            # Retrieve how much we "overshoot", from sessions which intersect the given time
+            second_query = sql.SQL(
+                """
+                SELECT
+                    SUM(EXTRACT(EPOCH FROM (%s - start_time))) AS diff,
+                    userid
+                FROM voice_sessions_combined
+                WHERE
+                    guildid = %s
+                    AND
+                    start_time < %s
+                    AND
+                    end_time > %s
+                GROUP BY userid
+                """
+            )
+            second_query_args = (since, guildid, since, since)
+
+            conn = await cls._connector.get_connection()
+            async with conn.transaction():
+                async with conn.cursor() as cursor:
+                    await cursor.execute(second_query, second_query_args)
+                    overshoot_rows = await cursor.fetchall()
+                    overshoot = {row['userid']: int(row['diff']) for row in overshoot_rows}
+
+                async with conn.cursor() as cursor:
+                    await cursor.execute(first_query, first_query_args)
+                    leaderboard = [
+                        (row['userid'], int(row['total_duration'] - overshoot.get(row['userid'], 0)))
+                        for row in await cursor.fetchall()
+                    ]
+                    leaderboard.sort(key=lambda t: t[1], reverse=True)
+            return leaderboard
+
+        @classmethod
+        async def leaderboard_all(cls, guildid: int):
+            """
+            Return the all-time voice totals for the given guild.
+            """
+            query = sql.SQL(
+                """
+                SELECT userid, sum(duration) as total_duration
+                FROM voice_sessions_combined
+                WHERE guildid = %s
+                GROUP BY userid
+                ORDER BY total_duration DESC
+                """
+            )
+
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(query, (guildid, ))
+                leaderboard = [
+                    (row['userid'], int(row['total_duration']))
+                    for row in await cursor.fetchall()
+                ]
+            return leaderboard
+
+    class MemberExp(RowModel):
+        """
+        Model representing a member experience update.
+
+        Schema
+        ------
+        CREATE TABLE member_experience(
+          member_expid BIGSERIAL PRIMARY KEY,
+          guildid BIGINT NOT NULL,
+          userid BIGINT NOT NULL,
+          earned_at TIMESTAMPTZ NOT NULL DEFAULT (now() at time zone 'UTC'),
+          amount INTEGER NOT NULL,
+          exp_type ExperienceType NOT NULL,
+          transactionid INTEGER REFERENCES coin_transactions ON DELETE SET NULL,
+          FOREIGN KEY (guildid, userid) REFERENCES members ON DELETE CASCADE
+        );
+        CREATE INDEX member_experience_members ON member_experience (guildid, userid, earned_at);
+        CREATE INDEX member_experience_guilds ON member_experience (guildid, earned_at);
+        """
+        _tablename_ = 'member_experience'
+
+        member_expid = Integer(primary=True)
+        guildid = Integer()
+        userid = Integer()
+        earned_at = Timestamp()
+        amount = Integer()
+        exp_type: Column[ExpType] = Column()
+        transactionid = Integer()
+
+        @classmethod
+        async def xp_since(cls, guildid: int, userid: int, *starts):
+            query = sql.SQL(
+                """
+                SELECT
+                    (
+                        SELECT
+                            SUM(amount)
+                        FROM member_experience s
+                        WHERE
+                            s.guildid = %s
+                            AND s.userid = %s
+                            AND s.earned_at >= t._start
+                    ) AS exp
+                FROM
+                    (VALUES ({}))
+                    AS
+                    t (_start)
+                ORDER BY t._start
+                """
+            ).format(
+                sql.SQL('), (').join(
+                    sql.Placeholder() for _ in starts
+                )
+            )
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(
+                    query,
+                    tuple(chain((guildid, userid), starts))
+                )
+                return [r['exp'] or 0 for r in await cursor.fetchall()]
+
+        @classmethod
+        async def xp_between(cls, guildid: int, userid: int, *points):
+            blocks = zip(points, points[1:])
+            query = sql.SQL(
+                """
+                SELECT
+                    (
+                        SELECT
+                            SUM(amount)
+                        FROM member_experience s
+                        WHERE
+                            s.guildid = %s
+                            AND s.userid = %s
+                            AND s.earned_at >= periods._start
+                            AND s.earned_at < periods._end
+                    ) AS period_xp
+                FROM
+                    (VALUES {})
+                    AS
+                    periods (_start, _end)
+                ORDER BY periods._start
+                """
+            ).format(
+                sql.SQL(', ').join(
+                    sql.SQL("({}, {})").format(sql.Placeholder(), sql.Placeholder()) for _ in points[1:]
+                )
+            )
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(
+                    query,
+                    tuple(chain((guildid, userid), *blocks))
+                )
+                return [r['period_xp'] or 0 for r in await cursor.fetchall()]
+
+        @classmethod
+        async def leaderboard_since(cls, guildid: int, since):
+            """
+            Return the XP totals for the given guild since the given time.
+            """
+            query = sql.SQL(
+                """
+                SELECT userid, sum(amount) AS total_xp
+                FROM member_experience
+                WHERE guildid = %s AND earned_at >= %s
+                GROUP BY userid
+                ORDER BY total_xp DESC
+                """
+            )
+
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(query, (guildid, since))
+                leaderboard = [
+                    (row['userid'], int(row['total_xp']))
+                    for row in await cursor.fetchall()
+                ]
+            return leaderboard
+
+        @classmethod
+        async def leaderboard_all(cls, guildid: int):
+            """
+            Return the all-time XP totals for the given guild.
+            """
+            query = sql.SQL(
+                """
+                SELECT userid, sum(amount) AS total_xp
+                FROM member_experience
+                WHERE guildid = %s
+                GROUP BY userid
+                ORDER BY total_xp DESC
+                """
+            )
+
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(query, (guildid, ))
+                leaderboard = [
+                    (row['userid'], int(row['total_xp']))
+                    for row in await cursor.fetchall()
+                ]
+            return leaderboard
+
+    class UserExp(RowModel):
+        """
+        Model representing a user experience update.
+
+        Schema
+        ------
+        CREATE TABLE user_experience(
+          user_expid BIGSERIAL PRIMARY KEY,
+          userid BIGINT NOT NULL,
+          earned_at TIMESTAMPTZ NOT NULL DEFAULT (now() at time zone 'UTC'),
+          amount INTEGER NOT NULL,
+          exp_type ExperienceType NOT NULL,
+          FOREIGN KEY (userid) REFERENCES user_config ON DELETE CASCADE
+        );
+        CREATE INDEX user_experience_users ON user_experience (userid, earned_at);
+        """
+        _tablename_ = 'user_experience'
+
+        user_expid = Integer(primary=True)
+        userid = Integer()
+        earned_at = Timestamp()
+        amount = Integer()
+        exp_type: Column[ExpType] = Column()
+
+        @classmethod
+        async def xp_since(cls, userid: int, *starts):
+            query = sql.SQL(
+                """
+                SELECT
+                    (
+                        SELECT
+                            SUM(amount)
+                        FROM user_experience s
+                        WHERE
+                            s.userid = %s
+                            AND s.start_time >= t._start
+                    ) AS exp
+                FROM
+                    (VALUES ({}))
+                    AS
+                    t (_start)
+                ORDER BY t._start
+                """
+            ).format(
+                sql.SQL('), (').join(
+                    sql.Placeholder() for _ in starts
+                )
+            )
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(
+                    query,
+                    tuple(chain((userid,), starts))
+                )
+                return [r['exp'] or 0 for r in await cursor.fetchall()]
+
+        @classmethod
+        async def xp_between(cls, userid: int, *points):
+            blocks = zip(points, points[1:])
+            query = sql.SQL(
+                """
+                SELECT
+                    (
+                        SELECT
+                            SUM(global_xp)
+                        FROM user_experience s
+                        WHERE
+                            s.userid = %s
+                            AND s.start_time >= periods._start
+                            AND s.start_time < periods._end
+                    ) AS period_xp
+                FROM
+                    (VALUES {})
+                    AS
+                    periods (_start, _end)
+                ORDER BY periods._start
+                """
+            ).format(
+                sql.SQL(', ').join(
+                    sql.SQL("({}, {})").format(sql.Placeholder(), sql.Placeholder()) for _ in points[1:]
+                )
+            )
+            conn = await cls._connector.get_connection()
+            async with conn.cursor() as cursor:
+                await cursor.execute(
+                    query,
+                    tuple(chain((userid,), *blocks))
+                )
+                return [r['period_xp'] or 0 for r in await cursor.fetchall()]
+
     class ProfileTag(RowModel):
         """
         Schema
@@ -256,3 +609,6 @@ class StatsData(Registry):
         content = String()
         completed = Bool()
         _timestamp = Timestamp()
+
+    unranked_roles = Table('unranked_roles')
+    visible_statistics = Table('visible_statistics')

src/modules/statistics/graphics/goals.py

@@ -5,6 +5,7 @@ from data import NULL
 from meta import LionBot
 from gui.cards import WeeklyGoalCard, MonthlyGoalCard
 from gui.base import CardMode
+from tracking.text.data import TextTrackerData
 
 from ..data import StatsData
 from ..lib import extract_weekid, extract_monthid, apply_week_offset, apply_month_offset
@@ -41,7 +42,15 @@ async def get_goals_card(
         key = {'guildid': guildid or 0, 'userid': userid, 'monthid': periodid}
 
     # Extract goals and tasks
+    # TODO: Major data model fixy fixy here
+    if guildid:
+        goals = await goal_model.fetch_or_create(*key.values())
+    else:
         goals = await goal_model.fetch(*key.values())
+        if not goals:
+            from collections import defaultdict
+            goals = defaultdict(lambda: -1)
+
     task_rows = await tasks_model.fetch_where(**key)
     tasks = [(i, row.content, bool(row.completed)) for i, row in enumerate(task_rows)]
 
@@ -58,11 +67,17 @@ async def get_goals_card(
     tasks_completed = results[0]['total'] if results else 0
 
     # Set and compute correct middle goal column
-    # if mode in (CardMode.VOICE, CardMode.STUDY):
-    if True:
+    if mode in (CardMode.VOICE, CardMode.STUDY):
         model = data.VoiceSessionStats
         middle_completed = (await model.study_times_between(guildid or None, userid, start, end))[0]
         middle_goal = goals['study_goal']
+    elif mode is CardMode.TEXT:
+        model = TextTrackerData.TextSessions
+        middle_goal = goals['message_goal']
+        if guildid:
+            middle_completed = (await model.member_messages_between(guildid, userid, start, end))[0]
+        else:
+            middle_completed = (await model.user_messages_between(userid, start, end))[0]
 
     # Compute schedule session progress
     # TODO

src/modules/statistics/graphics/leaderboard.py

@@ -0,0 +1,74 @@
+from meta import LionBot
+
+from gui.cards import LeaderboardCard
+from gui.base import CardMode
+
+
+async def get_leaderboard_card(
+    bot: LionBot, highlightid: int, guildid: int,
+    mode: CardMode,
+    entry_data: list[tuple[int, int, int]],  # userid, position, time
+):
+    """
+    Render a leaderboard card with given parameters.
+    """
+    guild = bot.get_guild(guildid)
+    if guild is None:
+        raise ValueError("Attempting to build leaderboard for non-existent guild!")
+
+    # Need to do two passes here in case we need to do a db request for the avatars or names
+    avatars = {}
+    names = {}
+    missing = []
+    for userid, _, _ in entry_data:
+        hash = name = None
+        if guild and (member := guild.get_member(userid)):
+            hash = member.avatar.key
+            name = member.display_name
+        elif (user := bot.get_user(userid)):
+            hash = user.avatar.key
+            name = user.name
+        elif (user_data := bot.core.data.User._cache_.get((userid,))):
+            hash = user_data.avatar_hash
+            name = user_data.name
+
+        if hash:
+            avatars[userid] = hash
+            names[userid] = name or 'Unknown'
+        else:
+            missing.append(userid)
+
+    if missing:
+        # We were unable to retrieve information for some userids
+        # Bulk-fetch missing users from data
+        data = await bot.core.data.User.fetch_where(userid=missing)
+        for user_data in data:
+            avatars[user_data.userid] = user_data.avatar_hash
+            names[user_data.userid] = user_data.name or 'Unknown'
+            missing.remove(user_data.userid)
+
+    if missing:
+        # Some of the users were missing from data
+        # This should be impossible (by FKEY constraints on sessions)
+        # But just in case...
+        for userid in missing:
+            avatars[userid] = None
+            names[userid] = str(userid)
+
+    highlight = None
+    entries = []
+    for userid, position, duration in entry_data:
+        entries.append(
+            (userid, position, duration, names[userid], (userid, avatars[userid]))
+        )
+        if userid == highlightid:
+            highlight = position
+
+    # Request Card
+    card = LeaderboardCard(
+        skin={'mode': mode},
+        server_name=guild.name,
+        entries=entries,
+        highlight=highlight
+    )
+    return card

src/modules/statistics/graphics/monthly.py

@@ -6,6 +6,7 @@ from data import ORDER
 from meta import LionBot
 from gui.cards import MonthlyStatsCard
 from gui.base import CardMode
+from tracking.text.data import TextTrackerData
 
 from ..data import StatsData
 from ..lib import apply_month_offset
@@ -34,8 +35,23 @@ async def get_monthly_card(bot: LionBot, userid: int, guildid: int, offset: int,
         [0]*(calendar.monthrange(month.year, month.month)[1]) for month in months
     ]
 
-    # TODO: Select model based on card mode
+    if mode is CardMode.VOICE:
         model = data.VoiceSessionStats
+        req = model.study_times_between
+        reqkey = (guildid or None, userid,)
+    elif mode is CardMode.TEXT:
+        model = TextTrackerData.TextSessions
+        if guildid:
+            req = model.member_messages_between
+            reqkey = (guildid, userid,)
+        else:
+            req = model.user_messages_between
+            reqkey = (userid,)
+    else:
+        # TODO: ANKI
+        model = data.VoiceSessionStats
+        req = model.study_times_between
+        reqkey = (guildid or None, userid,)
 
     # Get first session
     query = model.table.select_where().order_by('start_time', ORDER.ASC).limit(1)
@@ -50,10 +66,10 @@ async def get_monthly_card(bot: LionBot, userid: int, guildid: int, offset: int,
         longest_streak = 0
     else:
         first_day = first_session.replace(hour=0, minute=0, second=0, microsecond=0)
-        first_month = first_day.replace(day=1)
+        # first_month = first_day.replace(day=1)
 
         # Build list of day starts up to now, or end of requested month
-        requests = []
+        requests = [first_day]
         end_of_req = target_end if offset else today
         day = first_day
         while day <= end_of_req:
@@ -61,7 +77,7 @@ async def get_monthly_card(bot: LionBot, userid: int, guildid: int, offset: int,
             requests.append(day)
 
         # Request times between requested days
-        day_stats = await model.study_times_between(guildid or None, userid, *requests)
+        day_stats = await req(*reqkey, *requests)
 
         # Compute current streak and longest streak
         current_streak = 0
@@ -79,7 +95,10 @@ async def get_monthly_card(bot: LionBot, userid: int, guildid: int, offset: int,
             if day < months[0]:
                 break
             i = offsets[(day.year, day.month)]
+            if mode in (CardMode.VOICE, CardMode.STUDY):
                 monthly[i][day.day - 1] = stat / 3600
+            else:
+                monthly[i][day.day - 1] = stat
 
     # Get member profile
     if user:

src/modules/statistics/graphics/profile.py

@@ -0,0 +1,91 @@
+from typing import Optional, TYPE_CHECKING
+from datetime import datetime, timedelta
+
+import discord
+
+from meta import LionBot
+from gui.cards import ProfileCard
+
+from modules.ranks.cog import RankCog
+from modules.ranks.utils import format_stat_range
+
+if TYPE_CHECKING:
+    from ..cog import StatsCog
+
+
+async def get_profile_card(bot: LionBot, userid: int, guildid: int):
+    ranks: Optional[RankCog] = bot.get_cog('RankCog')
+    stats: Optional[StatsCog] = bot.get_cog('StatsCog')
+    if ranks is None or stats is None:
+        return
+
+    guild = bot.get_guild(guildid)
+    if guild is None:
+        return
+
+    lion = await bot.core.lions.fetch_member(guildid, userid)
+    luser = lion.luser
+    member = await lion.fetch_member()
+
+    if member:
+        username = (member.display_name, '#' + str(member.discriminator))
+        avatar = member.avatar.key
+    else:
+        username = (lion.data.display_name, "#????")
+        avatar = luser.data.avatar_hash
+
+    profile_badges = await stats.data.ProfileTag.fetch_tags(guildid, userid)
+
+    # Fetch current and next guild rank
+    season_rank = await ranks.get_member_rank(guildid, userid)
+    rank_type = lion.lguild.config.get('rank_type').value
+    crank = season_rank.current_rank
+    nrank = season_rank.next_rank
+    if crank:
+        roleid = crank.roleid
+        role = guild.get_role(roleid)
+        name = role.name if role else str(role.id)
+        minimum = crank.required
+        maximum = nrank.required if nrank else None
+        rangestr = format_stat_range(rank_type, minimum, maximum)
+        if maximum is None:
+            rangestr = f"≥ {rangestr}"
+        current_rank = (name, rangestr)
+
+        if maximum:
+            rank_progress = (season_rank.stat - minimum) / (maximum - minimum)
+        else:
+            rank_progress = 1
+    else:
+        current_rank = None
+        rank_progress = 0
+
+    if nrank:
+        roleid = nrank.roleid
+        role = guild.get_role(roleid)
+        name = role.name if role else str(role.id)
+        minimum = nrank.required
+
+        guild_ranks = await ranks.get_guild_ranks(guildid)
+        nnrank = next((rank for rank in guild_ranks if rank.required > nrank.required), None)
+        maximum = nnrank.required if nnrank else None
+        rangestr = format_stat_range(rank_type, minimum, maximum)
+        if maximum is None:
+            rangestr = f"≥ {rangestr}"
+        next_rank = (name, rangestr)
+    else:
+        next_rank = None
+
+    achievements = (0, 1)
+
+    card = ProfileCard(
+        user=username,
+        avatar=(userid, avatar),
+        coins=lion.data.coins, gems=luser.data.gems, gifts=0,
+        profile_badges=profile_badges,
+        achievements=achievements,
+        current_rank=current_rank,
+        rank_progress=rank_progress,
+        next_rank=next_rank
+    )
+    return card

src/modules/statistics/graphics/stats.py

@@ -5,15 +5,16 @@ import discord
 
 from meta import LionBot
 from gui.cards import StatsCard
+from gui.base import CardMode
 
 from ..data import StatsData
 
 
-async def get_stats_card(bot: LionBot, userid: int, guildid: int):
+async def get_stats_card(bot: LionBot, userid: int, guildid: int, mode: CardMode):
     data: StatsData = bot.get_cog('StatsCog').data
 
     # TODO: Workouts
-    # TODO: Leaderboard rankings
+    # TODO: Leaderboard rankings for this season or all time
     guildid = guildid or 0
 
     lion = await bot.core.lions.fetch_member(guildid, userid)
@@ -31,20 +32,40 @@ async def get_stats_card(bot: LionBot, userid: int, guildid: int):
     )
 
     # Extract the study times for each period
-    study_times = await data.VoiceSessionStats.study_times_since(guildid, userid, *period_timestamps)
-    print("Study times", study_times)
+    if mode in (CardMode.STUDY, CardMode.VOICE):
+        model = data.VoiceSessionStats
+        refkey = (guildid, userid)
+        ref_since = model.study_times_since
+        ref_between = model.study_times_between
+    elif mode is CardMode.TEXT:
+        if guildid:
+            model = data.MemberExp
+            refkey = (guildid, userid)
+        else:
+            model = data.UserExp
+            refkey = (userid,)
+        ref_since = model.xp_since
+        ref_between = model.xp_between
+    else:
+        # TODO ANKI
+        model = data.VoiceSessionStats
+        refkey = (guildid, userid)
+        ref_since = model.study_times_since
+        ref_between = model.study_times_between
+
+    study_times = await ref_since(*refkey, *period_timestamps)
+    print("Period study times: ", study_times)
 
     # Calculate streak data by requesting times per day
     # First calculate starting timestamps for each day
     days = list(range(0, today.day + 2))
     day_timestamps = [month_start + timedelta(days=day - 1) for day in days]
-    study_times = await data.VoiceSessionStats.study_times_between(guildid, userid, *day_timestamps)
-    print("Study times", study_times)
+    study_times_month = await ref_between(*refkey, *day_timestamps)
 
     # Then extract streak tuples
     streaks = []
     streak_start = None
-    for day, stime in zip(days, study_times):
+    for day, stime in zip(days, study_times_month):
         stime = stime or 0
         if stime > 0 and streak_start is None:
             streak_start = day
@@ -59,5 +80,6 @@ async def get_stats_card(bot: LionBot, userid: int, guildid: int):
         list(reversed(study_times)),
         100,
         streaks,
+        skin={'mode': mode}
     )
     return card

src/modules/statistics/graphics/weekly.py

@@ -5,6 +5,7 @@ from data import ORDER
 from meta import LionBot
 from gui.cards import WeeklyStatsCard
 from gui.base import CardMode
+from tracking.text.data import TextTrackerData
 
 from ..data import StatsData
 
@@ -20,13 +21,27 @@ async def get_weekly_card(bot: LionBot, userid: int, guildid: int, offset: int,
         user = await bot.fetch_user(userid)
     today = lion.today
     week_start = today - timedelta(days=today.weekday()) - timedelta(weeks=offset)
-    days = [week_start + timedelta(i) for i in range(-7, 7 if offset else (today.weekday() + 1))]
+    days = [week_start + timedelta(i) for i in range(-7, 8 if offset else (today.weekday() + 2))]
 
     # TODO: Select statistics model based on mode
+    if mode is CardMode.VOICE:
         model = data.VoiceSessionStats
+        day_stats = await model.study_times_between(guildid or None, userid, *days)
+        day_stats = list(map(lambda n: n // 3600, day_stats))
+    elif mode is CardMode.TEXT:
+        model = TextTrackerData.TextSessions
+        if guildid:
+            day_stats = await model.member_messages_between(guildid, userid, *days)
+        else:
+            day_stats = await model.user_messages_between(userid, *days)
+    else:
+        # TODO: ANKI
+        model = data.VoiceSessionStats
+        day_stats = await model.study_times_between(guildid or None, userid, *days)
+        day_stats = list(map(lambda n: n // 3600, day_stats))
 
     # Get user session rows
-    query = model.table.select_where()
+    query = model.table.select_where(model.start_time >= days[0])
     if guildid:
         query = query.where(userid=userid, guildid=guildid).order_by('start_time', ORDER.ASC)
     else:
@@ -34,7 +49,6 @@ async def get_weekly_card(bot: LionBot, userid: int, guildid: int, offset: int,
     sessions = await query
 
     # Extract quantities per-day
-    day_stats = await model.study_times_between(guildid or None, userid, *days)
     for i in range(14 - len(day_stats)):
         day_stats.append(0)
 
@@ -49,9 +63,9 @@ async def get_weekly_card(bot: LionBot, userid: int, guildid: int, offset: int,
         timezone=str(lion.timezone),
         now=lion.now.timestamp(),
         week=week_start.timestamp(),
-        daily=tuple(map(lambda n: n/3600, day_stats)),
+        daily=tuple(map(int, day_stats)),
         sessions=[
-            (int(session['start_time'].timestamp()), int(session['end_time'].timestamp()))
+            (int(session['start_time'].timestamp()), int(session['start_time'].timestamp() + int(session['duration'])))
             for session in sessions
         ],
         skin={'mode': mode}

src/modules/statistics/settings.py

@@ -1,15 +1,51 @@
-from settings import ModelData
-from settings.setting_types import BoolSetting
+"""
+Configuration settings associated to the statistics module
+"""
+from typing import Optional
+import asyncio
+import discord
+from discord.ui.select import select, Select, SelectOption, RoleSelect
+from discord.ui.button import button, Button, ButtonStyle
+from discord.ui.text_input import TextInput, TextStyle
+
+from settings import ListData, ModelData, InteractiveSetting
+from settings.setting_types import RoleListSetting, EnumSetting, ListSetting, BoolSetting, TimestampSetting
 from settings.groups import SettingGroup
 
+from meta import conf, LionBot
+from meta.context import ctx_bot
+from utils.lib import tabulate
+from utils.ui import ConfigUI, FastModal, error_handler_for, ModalRetryUI
+from utils.lib import MessageArgs
 from core.data import CoreData
+from core.lion_guild import VoiceMode
+from babel.translator import ctx_translator
 
 from . import babel
+from .data import StatsData, StatisticType
 
 _p = babel._p
 
 
-class StatsSettings(SettingGroup):
+class StatTypeSetting(EnumSetting):
+    """
+    ABC setting type mixin describing an available stat type.
+    """
+    _enum = StatisticType
+    _outputs = {
+        StatisticType.VOICE: '`Voice`',
+        StatisticType.TEXT: '`Text`',
+        StatisticType.ANKI: '`Anki`'
+    }
+    _inputs = {
+        'voice': StatisticType.VOICE,
+        'study': StatisticType.VOICE,
+        'text': StatisticType.TEXT,
+        'anki': StatisticType.ANKI
+    }
+
+
+class StatisticsSettings(SettingGroup):
     class UserGlobalStats(ModelData, BoolSetting):
         """
         User setting, describing whether to display global statistics or not in servers.
@@ -20,9 +56,240 @@ class StatsSettings(SettingGroup):
 
         _display_name = _p('userset:show_global_stats', "global_stats")
         _desc = _p(
-            'userset:show_global_stats',
+            'userset:show_global_stats|desc',
+            "Whether displayed statistics include all your servers."
+        )
+        _long_desc = _p(
+            'userset:show_global_stats|long_desc',
             "Whether statistics commands display combined stats for all servers or just your current server."
         )
 
         _model = CoreData.User
         _column = CoreData.User.show_global_stats.name
+
+    class SeasonStart(ModelData, TimestampSetting):
+        """
+        Start of the statistics season,
+        displayed on the leaderboard and used to determine activity ranks
+        Time is assumed to be in set guild timezone (although supports +00 syntax)
+        """
+        setting_id = 'season_start'
+
+        _display_name = _p('guildset:season_start', "season_start")
+        _desc = _p(
+            'guildset:season_start|desc',
+            "Start of the current statistics season."
+        )
+        _long_desc = _p(
+            'guildset:season_start|long_desc',
+            "Activity ranks will be determined based on tracked activity since this time, "
+            "and the leaderboard will display activity since this time by default. "
+            "Unset to disable seasons and use all-time statistics instead."
+        )
+
+        _model = CoreData.Guild
+        _column = CoreData.Guild.season_start.name
+        # TODO: Offer to update badge ranks when this changes?
+        # TODO: Don't allow future times?
+
+        @classmethod
+        async def _timezone_from_id(cls, guildid, **kwargs):
+            bot = ctx_bot.get()
+            lguild = await bot.core.lions.fetch_guild(guildid)
+            return lguild.timezone
+
+    class UnrankedRoles(ListData, RoleListSetting):
+        """
+        List of roles not displayed on the leaderboard
+        """
+        setting_id = 'unranked_roles'
+
+        _display_name = _p('guildset:unranked_roles', "unranked_roles")
+        _desc = _p(
+            'guildset:unranked_roles|desc',
+            "Roles to exclude from the leaderboards."
+        )
+        _long_desc = _p(
+            'guildset:unranked_roles|long_desc',
+            "When set, members with *any* of these roles will not appear on the /leaderboard ranking list."
+        )
+        _default = None
+
+        _table_interface = StatsData.unranked_roles
+        _id_column = 'guildid'
+        _data_column = 'roleid'
+        _order_column = 'roleid'
+
+        _cache = {}
+
+        @property
+        def set_str(self):
+            return "Role selector below"
+
+    class VisibleStats(ListData, ListSetting, InteractiveSetting):
+        """
+        Which of the three stats (text, voice/study, anki) to enable in statistics views
+
+        Default is determined by current guild mode
+        """
+        setting_id = 'visible_stats'
+
+        _setting = StatTypeSetting
+
+        _display_name = _p('guildset:visible_stats', "visible_stats")
+        _desc = _p(
+            'guildset:visible_stats|desc',
+            "Which statistics will be visible in the statistics commands."
+        )
+        _long_desc = _p(
+            'guildset:visible_stats|desc',
+            "Choose which statistics types to display in the leaderboard and statistics commands."
+        )
+        # TODO: Format VOICE as STUDY when possible?
+
+        _default = [
+            StatisticType.VOICE,
+            StatisticType.TEXT,
+        ]
+
+        _table_interface = StatsData.visible_statistics
+        _id_column = 'guildid'
+        _data_column = 'stat_type'
+        _order_column = 'stat_type'
+
+        _cache = {}
+
+    class DefaultStat(ModelData, StatTypeSetting):
+        """
+        Which of the three stats to display by default
+        """
+        setting_id = 'default_stat'
+
+        _display_name = _p('guildset:default_stat', "default_stat")
+        _desc = _p(
+            'guildset:default_stat|desc',
+            "Statistic type to display by default in setting dialogues."
+        )
+        _long_desc = _p(
+            'guildset:default_stat|long_desc',
+            "Which statistic type to display by default in setting dialogues."
+        )
+
+
+class StatisticsConfigUI(ConfigUI):
+    setting_classes = (
+        StatisticsSettings.SeasonStart,
+        StatisticsSettings.UnrankedRoles,
+        StatisticsSettings.VisibleStats
+    )
+
+    def __init__(self, bot: LionBot,
+                 guildid: int, channelid: int, **kwargs):
+        super().__init__(bot, guildid, channelid, **kwargs)
+        self.settings = self.bot.get_cog('StatsCog').settings
+
+    @select(cls=RoleSelect, placeholder='UNRANKED_ROLE_MENU', min_values=0, max_values=25)
+    async def unranked_roles_menu(self, selection: discord.Interaction, selected):
+        """
+        Selection menu for the "unranked_roles" setting.
+        """
+        await selection.response.defer(thinking=True)
+        setting = self.instances[1]
+        setting.value = selected.values
+        await setting.write()
+        # Don't need to refresh due to instance hooks
+        # await self.refresh(thinking=selection)
+        await selection.delete_original_response()
+
+    async def unranked_roles_menu_refresh(self):
+        t = self.bot.translator.t
+        self.unranked_roles_menu.placeholder = t(_p(
+            'ui:statistics_config|menu:unranked_roles|placeholder',
+            "Select Unranked Roles"
+        ))
+
+    @select(placeholder="STAT_TYPE_MENU", min_values=1, max_values=3)
+    async def stat_type_menu(self, selection: discord.Interaction, selected):
+        """
+        Selection menu for the "visible_stats" setting.
+        """
+        await selection.response.defer(thinking=True)
+        setting = self.instances[2]
+        data = [StatisticType((value,)) for value in selected.values]
+        setting.data = data
+        await setting.write()
+        await selection.delete_original_response()
+
+    async def stat_type_menu_refresh(self):
+        t = self.bot.translator.t
+        setting = self.instances[2]
+        value = setting.value
+
+        lguild = await self.bot.core.lions.fetch_guild(self.guildid)
+        if lguild.guild_mode.voice is VoiceMode.VOICE:
+            voice_label = t(_p(
+                'ui:statistics_config|menu:visible_stats|item:voice|mode:voice',
+                "Voice Activity"
+            ))
+        else:
+            voice_label = t(_p(
+                'ui:statistics_config|menu:visible_stats|item:voice|mode:study',
+                "Study Statistics"
+            ))
+        voice_option = SelectOption(
+            label=voice_label,
+            value=StatisticType.VOICE.value[0],
+            default=(StatisticType.VOICE in value)
+        )
+        text_option = SelectOption(
+            label=t(_p(
+                'ui:statistics_config|menu:visible_stats|item:text',
+                "Message Activity"
+            )),
+            value=StatisticType.TEXT.value[0],
+            default=(StatisticType.TEXT in value)
+        )
+        anki_option = SelectOption(
+            label=t(_p(
+                'ui:statistics_config|menu:visible_stats|item:anki',
+                "Anki Reviews"
+            )),
+            value=StatisticType.ANKI.value[0],
+            default=(StatisticType.ANKI in value)
+        )
+        self.stat_type_menu.options = [
+            voice_option, text_option, anki_option
+        ]
+
+        self.stat_type_menu.placeholder = t(_p(
+            'ui:statistics_config|menu:visible_stats|placeholder',
+            "Select Visible Statistics"
+        ))
+
+    async def refresh_components(self):
+        await asyncio.gather(
+            self.edit_button_refresh(),
+            self.close_button_refresh(),
+            self.reset_button_refresh(),
+            self.unranked_roles_menu_refresh(),
+            self.stat_type_menu_refresh(),
+        )
+        self._layout = [
+            (self.unranked_roles_menu,),
+            (self.stat_type_menu,),
+            (self.edit_button, self.reset_button, self.close_button)
+        ]
+
+    async def make_message(self):
+        t = self.bot.translator.t
+        title = t(_p(
+            'ui:statistics_config|embed|title',
+            "Statistics Configuration Panel"
+        ))
+        embed = discord.Embed(
+            colour=discord.Colour.orange(),
+            title=title
+        )
+        for setting in self.instances:
+            embed.add_field(**setting.embed_field, inline=False)
+        return MessageArgs(embed=embed)

src/modules/statistics/ui/__init__.py

@@ -1,2 +1,3 @@
 from .profile import ProfileUI
 from .weeklymonthly import WeeklyMonthlyUI
+from .leaderboard import LeaderboardUI

src/modules/statistics/ui/leaderboard.py

@@ -0,0 +1,421 @@
+from enum import IntEnum
+import asyncio
+
+import discord
+from discord.ui.button import ButtonStyle, button, Button
+from discord.ui.select import select, Select, SelectOption
+
+from gui.base import CardMode
+
+from meta import LionBot, conf
+from utils.lib import MessageArgs
+from utils.ui import input
+from core.lion_guild import VoiceMode
+from babel.translator import ctx_translator, LazyStr
+
+from ..data import StatsData
+from ..graphics.leaderboard import get_leaderboard_card
+from .. import babel
+
+from .base import StatsUI
+
+
+class LBPeriod(IntEnum):
+    SEASON = 0
+    DAY = 1
+    WEEK = 2
+    MONTH = 3
+    ALLTIME = 4
+
+
+class StatType(IntEnum):
+    VOICE = 0
+    TEXT = 1
+    ANKI = 2
+
+
+class LeaderboardUI(StatsUI):
+    page_size = 10
+
+    def __init__(self, bot, user, guild, **kwargs):
+        super().__init__(bot, user, guild, **kwargs)
+        self.data: StatsData = bot.get_cog('StatsCog').data
+
+        # ----- Constants initialised on run -----
+        self.show_season = None
+        self.period_starts = None
+
+        # ----- UI state -----
+        # Whether the leaderboard is focused on the calling member
+        self.focused = True
+
+        # Current visible page number
+        self.pagen = 0
+
+        # Current stat type
+        self.stat_type = StatType.VOICE
+
+        # Start of the current period
+        self.current_period = LBPeriod.SEASON
+
+        # Current rendered leaderboard card, if it exists
+        self.card = None
+
+        # ----- Cached and on-demand data -----
+        # Cache of the full leaderboards for each type and period, populated on demand
+        # (type, period) -> List[(userid, duration)]
+        self.lb_data = {}
+
+        # Cache of the cards already displayed
+        # (type, period) -> (pagen -> Optional[Future[Card]])
+        self.cache = {}
+
+    async def run(self, interaction: discord.Interaction):
+        self._original = interaction
+
+        # Fetch guild data and populate period starts
+        lguild = await self.bot.core.lions.fetch_guild(self.guildid)
+        periods = {}
+        self.show_season = bool(lguild.data.season_start)
+        if self.show_season:
+            periods[LBPeriod.SEASON] = lguild.data.season_start
+            self.current_period = LBPeriod.SEASON
+        else:
+            self.current_period = LBPeriod.ALLTIME
+        periods[LBPeriod.DAY] = lguild.today
+        periods[LBPeriod.WEEK] = lguild.week_start
+        periods[LBPeriod.MONTH] = lguild.month_start
+        self.period_starts = periods
+
+        self.focused = True
+        await self.refresh()
+
+    async def focus_caller(self):
+        """
+        Focus the calling user, if possible.
+        """
+        self.focused = True
+        data = await self.current_data()
+        if data:
+            caller_index = next((i for i, (uid, _) in enumerate(data) if uid == self.userid), None)
+            if caller_index is not None:
+                self.pagen = caller_index // self.page_size
+
+    async def _fetch_lb_data(self, stat_type, period) -> list[tuple[int, int]]:
+        """
+        Worker for `fetch_lb_data`.
+        """
+        if stat_type is StatType.VOICE:
+            if period is LBPeriod.ALLTIME:
+                data = await self.data.VoiceSessionStats.leaderboard_all(self.guildid)
+            elif (period_start := self.period_starts.get(period, None)) is None:
+                raise ValueError("Uninitialised period requested!")
+            else:
+                data = await self.data.VoiceSessionStats.leaderboard_since(
+                    self.guildid, period_start
+                )
+        elif stat_type is StatType.TEXT:
+            if period is LBPeriod.ALLTIME:
+                data = await self.data.MemberExp.leaderboard_all(self.guildid)
+            elif (period_start := self.period_starts.get(period, None)) is None:
+                raise ValueError("Uninitialised period requested!")
+            else:
+                data = await self.data.MemberExp.leaderboard_since(
+                    self.guildid, period_start
+                )
+        # TODO: Handle removing members in invisible roles
+        return data
+
+    async def fetch_lb_data(self, stat_type, period):
+        """
+        Fetch the leaderboard data for the given type and period.
+
+        Uses cached futures so that requests are not repeated.
+        """
+        key = (stat_type, period)
+        future = self.lb_data.get(key, None)
+        if future is not None and not future.cancelled():
+            result = await future
+        else:
+            future = asyncio.create_task(self._fetch_lb_data(*key))
+            self.lb_data[key] = future
+            result = await future
+        return result
+
+    async def current_data(self):
+        """
+        Helper method to retrieve the leaderboard data for the current mode.
+        """
+        return await self.fetch_lb_data(self.stat_type, self.current_period)
+
+    async def _render_card(self, stat_type, period, pagen, data):
+        """
+        Render worker for the given leaderboard page.
+        """
+        if data:
+            # Calculate page data
+            page_starts_at = pagen * self.page_size
+            userids, times = zip(*data[page_starts_at:page_starts_at + self.page_size])
+            positions = range(page_starts_at + 1, page_starts_at + self.page_size + 1)
+
+            page_data = zip(userids, positions, times)
+            if self.stat_type is StatType.VOICE:
+                lguild = await self.bot.core.lions.fetch_guild(self.guildid)
+                if lguild.guild_mode.voice is VoiceMode.VOICE:
+                    mode = CardMode.VOICE
+                else:
+                    mode = CardMode.STUDY
+            elif self.stat_type is StatType.TEXT:
+                mode = CardMode.TEXT
+            elif self.stat_type is StatType.ANKI:
+                mode = CardMode.ANKI
+            card = await get_leaderboard_card(
+                self.bot, self.userid, self.guildid,
+                mode,
+                list(page_data)
+            )
+            await card.render()
+            return card
+        else:
+            # Leaderboard is empty
+            return None
+
+    async def fetch_page(self, stat_type, period, pagen):
+        """
+        Fetch the requested leaderboard page as a rendered LeaderboardCard.
+
+        Applies cache where possible.
+        """
+        lb_data = await self.fetch_lb_data(stat_type, period)
+        if lb_data:
+            pagen %= (len(lb_data) // self.page_size) + 1
+        else:
+            pagen = 0
+        key = (stat_type, period, pagen)
+        if (future := self.cache.get(key, None)) is not None and not future.cancelled():
+            card = await future
+        else:
+            future = asyncio.create_task(self._render_card(
+                stat_type,
+                period,
+                pagen,
+                lb_data
+            ))
+            self.cache[key] = future
+            card = await future
+        return card
+
+    # UI interface
+    @select(placeholder="Select Activity Type")
+    async def stat_menu(self, selection: discord.Interaction, selected):
+        if selected.values:
+            await selection.response.defer(thinking=True)
+            self.stat_type = StatType(int(selected.values[0]))
+            self.focused = True
+            await self.refresh(thinking=selection)
+
+    async def stat_menu_refresh(self):
+        # TODO: Customise based on configuration
+        menu = self.stat_menu
+        options = []
+        lguild = await self.bot.core.lions.fetch_guild(self.guildid)
+        if lguild.guild_mode.voice is VoiceMode.VOICE:
+            options.append(
+                SelectOption(
+                    label="Voice Activity",
+                    value=str(StatType.VOICE.value)
+                )
+            )
+        else:
+            options.append(
+                SelectOption(
+                    label="Study Statistics",
+                    value=str(StatType.VOICE.value)
+                )
+            )
+
+        options.append(
+            SelectOption(
+                label="Message Activity",
+                value=str(StatType.TEXT.value)
+            )
+        )
+        options.append(
+            SelectOption(
+                label="Anki Cards Reviewed",
+                value=str(StatType.ANKI.value)
+            )
+        )
+        menu.options = options
+
+    @button(label="This Season", style=ButtonStyle.grey)
+    async def season_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.current_period = LBPeriod.SEASON
+        self.focused = True
+        await self.refresh(thinking=press)
+
+    @button(label="Today", style=ButtonStyle.grey)
+    async def day_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.current_period = LBPeriod.DAY
+        self.focused = True
+        await self.refresh(thinking=press)
+
+    @button(label="This Week", style=ButtonStyle.grey)
+    async def week_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.current_period = LBPeriod.WEEK
+        self.focused = True
+        await self.refresh(thinking=press)
+
+    @button(label="This Month", style=ButtonStyle.grey)
+    async def month_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.current_period = LBPeriod.MONTH
+        self.focused = True
+        await self.refresh(thinking=press)
+
+    @button(label="All Time", style=ButtonStyle.grey)
+    async def alltime_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.current_period = LBPeriod.ALLTIME
+        self.focused = True
+        await self.refresh(thinking=press)
+
+    @button(emoji=conf.emojis.backward, style=ButtonStyle.grey)
+    async def prev_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.pagen -= 1
+        self.focused = False
+        await self.refresh(thinking=press)
+
+    @button(label="Jump", style=ButtonStyle.blurple)
+    async def jump_button(self, press: discord.Interaction, pressed: Button):
+        """
+        Jump-to-page button.
+        Loads a page-switch dialogue.
+        """
+        try:
+            interaction, value = await input(
+                press,
+                title="Jump to page",
+                question="Page number to jump to"
+            )
+            value = value.strip()
+        except asyncio.TimeoutError:
+            return
+
+        if not value.lstrip('- ').isdigit():
+            error_embed = discord.Embed(
+                title="Invalid page number, please try again!",
+                colour=discord.Colour.brand_red()
+            )
+            await interaction.response.send_message(embed=error_embed, ephemeral=True)
+        else:
+            await interaction.response.defer(thinking=True)
+            pagen = int(value.lstrip('- '))
+            if value.startswith('-'):
+                pagen = -1 * pagen
+            elif pagen > 0:
+                pagen = pagen - 1
+            self.pagen = pagen
+            self.focused = False
+            await self.refresh(thinking=interaction)
+
+    async def jump_button_refresh(self):
+        component = self.jump_button
+
+        data = await self.current_data()
+        if not data:
+            # Component should be hidden
+            component.label = "-/-"
+            component.disabled = True
+        else:
+            page_count = (len(data) // self.page_size) + 1
+            pagen = self.pagen % page_count
+            component.label = "{}/{}".format(pagen + 1, page_count)
+            component.disabled = (page_count <= 1)
+
+    @button(emoji=conf.emojis.forward, style=ButtonStyle.grey)
+    async def next_button(self, press: discord.Interaction, pressed: Button):
+        await press.response.defer(thinking=True)
+        self.pagen += 1
+        self.focused = False
+        await self.refresh(thinking=press)
+
+    async def make_message(self) -> MessageArgs:
+        """
+        Generate UI message arguments from stored data
+        """
+        if self.card is not None:
+            args = MessageArgs(
+                embed=None,
+                file=self.card.as_file('leaderboard.png')
+            )
+        else:
+            # TOLOCALISE:
+            embed = discord.Embed(
+                colour=discord.Colour.orange(),
+                title="Empty Leaderboard!",
+                description=(
+                    "There has been no activity of this type in this period!"
+                )
+            )
+            args = MessageArgs(embed=embed, files=[])
+        return args
+
+    async def refresh_components(self):
+        await asyncio.gather(
+            self.jump_button_refresh(),
+            self.close_button_refresh(),
+            self.stat_menu_refresh()
+        )
+
+        # Compute period row
+        period_buttons = {
+            LBPeriod.DAY: self.day_button,
+            LBPeriod.WEEK: self.week_button,
+            LBPeriod.MONTH: self.month_button
+        }
+        if self.show_season:
+            period_buttons[LBPeriod.SEASON] = self.season_button
+        else:
+            period_buttons[LBPeriod.ALLTIME] = self.alltime_button
+
+        for period, component in period_buttons.items():
+            if period is self.current_period:
+                component.style = ButtonStyle.blurple
+            else:
+                component.style = ButtonStyle.grey
+
+        period_row = tuple(period_buttons.values())
+
+        # Compute page row
+        data = await self.current_data()
+        multipage = len(data) > self.page_size
+        if multipage:
+            page_row = (
+                self.prev_button, self.jump_button, self.close_button, self.next_button
+            )
+        else:
+            period_row = (*period_row, self.close_button)
+            page_row = ()
+
+        self._layout = [
+            (self.stat_menu,),
+            period_row,
+            page_row
+        ]
+
+    async def reload(self):
+        """
+        Reload UI data, applying cache where possible.
+        """
+        if self.focused:
+            await self.focus_caller()
+        self.card = await self.fetch_page(
+            self.stat_type,
+            self.current_period,
+            self.pagen
+        )

src/modules/statistics/ui/profile.py

@@ -13,8 +13,10 @@ from utils.lib import MessageArgs
 from utils.ui import LeoUI, ModalRetryUI, FastModal, error_handler_for
 from babel.translator import ctx_translator
 from gui.cards import ProfileCard, StatsCard
+from gui.base import CardMode
 
 from ..graphics.stats import get_stats_card
+from ..graphics.profile import get_profile_card
 from ..data import StatsData
 from .. import babel
 
@@ -101,6 +103,16 @@ class StatType(IntEnum):
             )
         return name
 
+    @property
+    def card_mode(self):
+        # TODO: Need to support VOICE separately from STUDY
+        if self is self.VOICE:
+            return CardMode.VOICE
+        elif self is self.TEXT:
+            return CardMode.TEXT
+        elif self is self.ANKI:
+            return CardMode.ANKI
+
 
 class ProfileUI(StatsUI):
     def __init__(self, bot, user, guild, **kwargs):
@@ -109,6 +121,7 @@ class ProfileUI(StatsUI):
         # State
         self._stat_type = StatType.VOICE
         self._showing_stats = False
+        self._stat_message = None
 
         # Card data for rendering
         self._profile_card: Optional[ProfileCard] = None
@@ -181,7 +194,11 @@ class ProfileUI(StatsUI):
         await press.response.send_modal(modal)
 
     async def edit_button_refresh(self):
-        ...
+        t = self.bot.translator.t
+        self.edit_button.label = t(_p(
+            'ui:profile_card|button:edit|label',
+            "Edit Profile Badges"
+        ))
 
     @button(label="Show Statistics", style=ButtonStyle.blurple)
     async def stats_button(self, press: discord.Interaction, pressed: Button):
@@ -189,10 +206,6 @@ class ProfileUI(StatsUI):
         Press to show or hide the statistics panel.
         """
         self._showing_stats = not self._showing_stats
-        if self._stats_card or not self._showing_stats:
-            await press.response.defer()
-            await self.refresh()
-        else:
         await press.response.defer(thinking=True, ephemeral=True)
         await self.refresh(thinking=press)
 
@@ -243,6 +256,19 @@ class ProfileUI(StatsUI):
         else:
             button.label = "Global Statistics"
 
+    @button(emoji=conf.emojis.cancel, style=ButtonStyle.red)
+    async def close_button(self, press: discord.Interaction, pressed: Button):
+        """
+        Delete the output message and close the UI.
+        """
+        await press.response.defer()
+        await self._original.delete_original_response()
+        if self._stat_message is not None:
+            await self._stat_message.delete()
+            self._stat_message = None
+        self._original = None
+        await self.close()
+
     async def refresh_components(self):
         """
         Refresh each UI component, and the overall layout.
@@ -268,7 +294,7 @@ class ProfileUI(StatsUI):
         """
         Create and render the profile card.
         """
-        card = await get_stats_card(self.bot, self.userid, self.guildid)
+        card = await get_stats_card(self.bot, self.userid, self.guildid, self._stat_type.card_mode)
         await card.render()
         self._stats_card = card
         return card
@@ -277,10 +303,8 @@ class ProfileUI(StatsUI):
         """
         Create and render the XP and stats cards.
         """
-        args = await ProfileCard.sample_args(None)
-        data: StatsData = self.bot.get_cog('StatsCog').data
-        args |= {'badges': await data.ProfileTag.fetch_tags(self.guildid, self.userid)}
-        card = ProfileCard(**args)
+        card = await get_profile_card(self.bot, self.userid, self.guildid)
+        if card:
             await card.render()
             self._profile_card = card
         return card
@@ -302,16 +326,39 @@ class ProfileUI(StatsUI):
         if tasks:
             await asyncio.gather(*tasks)
 
+    async def redraw(self, thinking: Optional[discord.Interaction] = None):
+        """
+        Redraw the UI.
+
+        If a thinking interaction is provided,
+        deletes the response while redrawing.
+        """
+        profile_args, stat_args = await self.make_message()
+        if thinking is not None and not thinking.is_expired() and thinking.response.is_done():
+            asyncio.create_task(thinking.delete_original_response())
+        if stat_args is not None:
+            send_task = asyncio.create_task(self._original.edit_original_response(**profile_args.edit_args, view=None))
+            if self._stat_message is None:
+                self._stat_message = await self._original.followup.send(**stat_args.send_args, view=self)
+            else:
+                await self._stat_message.edit(**stat_args.edit_args, view=self)
+        else:
+            send_task = asyncio.create_task(self._original.edit_original_response(**profile_args.edit_args, view=self))
+            if self._stat_message is not None:
+                await self._stat_message.delete()
+                self._stat_message = None
+        await send_task
+
     async def make_message(self) -> MessageArgs:
         """
         Make the message arguments. Apply cache where possible.
         """
-        # Build the final message arguments
-        files = []
-        files.append(self._profile_card.as_file('profile.png'))
+        profile_args = MessageArgs(file=self._profile_card.as_file('profile.png'))
         if self._showing_stats:
-            files.append(self._stats_card.as_file('stats.png'))
-        return MessageArgs(files=files)
+            stats_args = MessageArgs(file=self._stats_card.as_file('stats.png'))
+        else:
+            stats_args = None
+        return (profile_args, stats_args)
 
     async def run(self, interaction: discord.Interaction):
         """