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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
import org.togetherjava.tjbot.features.filesharing.FileSharingMessageListener;
import org.togetherjava.tjbot.features.github.GitHubCommand;
import org.togetherjava.tjbot.features.github.GitHubReference;
import org.togetherjava.tjbot.features.help.*;
import org.togetherjava.tjbot.features.help.AutoPruneHelperRoutine;
import org.togetherjava.tjbot.features.help.GuildLeaveCloseThreadListener;
import org.togetherjava.tjbot.features.help.HelpSystemHelper;
Expand Down Expand Up @@ -203,6 +204,7 @@ public static Collection<Feature> createFeatures(JDA jda, Database database, Con
features.add(new BookmarksCommand(bookmarksSystem));
features.add(new ChatGptCommand(chatGptService, helpSystemHelper));
features.add(new JShellCommand(jshellEval));
features.add(new HelpThreadStatsCommand(database));

FeatureBlacklist<Class<?>> blacklist = blacklistConfig.normal();
return blacklist.filterStream(features.stream(), Object::getClass).toList();
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,239 @@
package org.togetherjava.tjbot.features.help;

import net.dv8tion.jda.api.EmbedBuilder;
import net.dv8tion.jda.api.events.interaction.command.SlashCommandInteractionEvent;
import net.dv8tion.jda.api.interactions.commands.OptionType;
import net.dv8tion.jda.api.interactions.commands.build.OptionData;
import org.jooq.DSLContext;
import org.jooq.Field;
import org.jooq.OrderField;
import org.jooq.Record1;

import org.togetherjava.tjbot.db.Database;
import org.togetherjava.tjbot.features.CommandVisibility;
import org.togetherjava.tjbot.features.SlashCommandAdapter;

import java.awt.Color;
import java.time.Instant;
import java.time.temporal.ChronoUnit;
import java.util.Objects;

import static org.jooq.impl.DSL.*;
import static org.togetherjava.tjbot.db.generated.Tables.HELP_THREADS;

/**
* Implements the '/help-thread-stats' command which provides analytical insights into the help
* forum's activity over a specific duration.
* <p>
* Example usage:
*
* <pre>
* {@code
* /help-thread-stats duration-option: 7 Days
* }
* </pre>
* <p>
* The command aggregates data such as response rates, engagement metrics (messages/helpers), tag
* popularity, and resolution speeds.
*/
public class HelpThreadStatsCommand extends SlashCommandAdapter {
public static final String COMMAND_NAME = "help-thread-stats";
public static final String DURATION_OPTION = "duration-option";
private static final String TOTAL_CREATED_FIELD = "total_created";
private static final String OPEN_NOW_ALIAS = "open_now";
private static final String GHOST_NOW_ALIAS = "ghost_count";
private static final String AVERAGE_PARTICIPANTS_ALIAS = "avg_parts";
private static final String AVERAGE_MESSAGE_COUNT_ALIAS = "avg_msgs";
private static final String AVERAGE_THREAD_DURATION_IN_SECONDS_ALIAS = "avg_sec";
private static final String MINIMUM_THREAD_DURATION_IN_SECONDS_ALIAS = "min_sec";
private static final String MAXIMUM_THREAD_DURATION_IN_SECONDS_ALIAS = "max_sec";

private static final String EMOJI_CHART = "\uD83D\uDCCA";
private static final String EMOJI_MEMO = "\uD83D\uDCDD";
private static final String EMOJI_SPEECH_BUBBLE = "\uD83D\uDCAC";
private static final String EMOJI_LABEL = "\uD83C\uDFF7\uFE0F";
private static final String EMOJI_LIGHTNING = "\u26A1";

private static final String EMBED_BLANK_LINE = "\u200B";
private static final String WHITESPACE = " ";

private final Database database;

/**
* Creates an instance of the command.
*
* @param database the database to fetch help thread metrics from
*/
public HelpThreadStatsCommand(Database database) {
super(COMMAND_NAME, "Display Help Thread Statistics", CommandVisibility.GUILD);

OptionData durationOption = new OptionData(OptionType.INTEGER, DURATION_OPTION,
"The time range for statistics", false)
.addChoice("1 Day", 1)
.addChoice("7 Days", 7)
.addChoice("30 Days", 30)
.addChoice("90 Days", 90)
.addChoice("180 Days", 180);

getData().addOptions(durationOption);
this.database = database;
}

@Override
public void onSlashCommand(SlashCommandInteractionEvent event) {
long days = event.getOption(DURATION_OPTION) != null
? Objects.requireNonNull(event.getOption(DURATION_OPTION)).getAsLong()
: 1;
Instant startDate = Instant.now().minus(days, ChronoUnit.DAYS);

event.deferReply().queue();

database.read(context -> {
var statsRecord = context
.select(count().as(TOTAL_CREATED_FIELD), count()
.filterWhere(
HELP_THREADS.TICKET_STATUS.eq(HelpSystemHelper.TicketStatus.ACTIVE.val))
.as(OPEN_NOW_ALIAS),
count().filterWhere(HELP_THREADS.PARTICIPANTS.eq(1)).as(GHOST_NOW_ALIAS),
avg(HELP_THREADS.PARTICIPANTS).as(AVERAGE_PARTICIPANTS_ALIAS),
avg(HELP_THREADS.MESSAGE_COUNT).as(AVERAGE_MESSAGE_COUNT_ALIAS),
avg(durationInSeconds(HELP_THREADS.CLOSED_AT, HELP_THREADS.CREATED_AT))
.as(AVERAGE_THREAD_DURATION_IN_SECONDS_ALIAS),
min(durationInSeconds(HELP_THREADS.CLOSED_AT, HELP_THREADS.CREATED_AT))
.as(MINIMUM_THREAD_DURATION_IN_SECONDS_ALIAS),
max(durationInSeconds(HELP_THREADS.CLOSED_AT, HELP_THREADS.CREATED_AT))
.as(MAXIMUM_THREAD_DURATION_IN_SECONDS_ALIAS))
.from(HELP_THREADS)
.where(HELP_THREADS.CREATED_AT.ge(startDate))
.fetchOne();

if (statsRecord == null || statsRecord.get(TOTAL_CREATED_FIELD, Integer.class) == 0) {
event.getHook()
.editOriginal("No stats available for the last " + days + " days.")
.queue();
return null;
}

int totalCreated = statsRecord.get(TOTAL_CREATED_FIELD, Integer.class);
int openThreads = statsRecord.get(OPEN_NOW_ALIAS, Integer.class);
long ghostThreads = statsRecord.get(GHOST_NOW_ALIAS, Number.class).longValue();

double rawResRate =
totalCreated > 0 ? ((double) (totalCreated - ghostThreads) / totalCreated) * 100
: 0;

String highVolumeTag = getTopTag(context, startDate, count().desc());
String highActivityTag =
getTopTag(context, startDate, avg(HELP_THREADS.MESSAGE_COUNT).desc());
String lowActivityTag =
getTopTag(context, startDate, avg(HELP_THREADS.MESSAGE_COUNT).asc());

String peakHourRange = getPeakHour(context, startDate);

EmbedBuilder embed = new EmbedBuilder()
.setTitle(EMOJI_CHART + " Help Thread Stats (Last " + days + " Days)")
.setColor(getStatusColor(totalCreated, ghostThreads))
.setTimestamp(Instant.now())
.setDescription(EMBED_BLANK_LINE)
.setFooter("Together Java Community Stats",
Objects.requireNonNull(event.getGuild()).getIconUrl());

embed.addField(EMOJI_MEMO + WHITESPACE + "THREAD ACTIVITY",
"Created: `%d`%nCurrently Open: `%d`%nResponse Rate: %.1f%%%nPeak Hours: `%s`"
.formatted(totalCreated, openThreads, rawResRate, peakHourRange),
false);

embed.addField(EMOJI_SPEECH_BUBBLE + WHITESPACE + "ENGAGEMENT",
"Avg Messages: `%s`%nAvg Helpers: `%s`%nUnanswered (Ghost): `%d`".formatted(
formatDouble(Objects
.requireNonNull(statsRecord.get(AVERAGE_MESSAGE_COUNT_ALIAS))),
formatDouble(Objects
.requireNonNull(statsRecord.get(AVERAGE_PARTICIPANTS_ALIAS))),
ghostThreads),
false);

embed.addField(EMOJI_LABEL + WHITESPACE + "TAG ACTIVITY",
"Most Used: `%s`%nMost Active: `%s`%nNeeds Love: `%s`".formatted(highVolumeTag,
highActivityTag, lowActivityTag),
false);

embed.addField(EMOJI_LIGHTNING + WHITESPACE + "RESOLUTION SPEED",
"Average: `%s`%nFastest: `%s`%nSlowest: `%s`".formatted(
smartFormat(statsRecord.get(AVERAGE_THREAD_DURATION_IN_SECONDS_ALIAS,
Double.class)),
smartFormat(statsRecord.get(MINIMUM_THREAD_DURATION_IN_SECONDS_ALIAS,
Double.class)),
smartFormat(statsRecord.get(MAXIMUM_THREAD_DURATION_IN_SECONDS_ALIAS,
Double.class))),
false);

event.getHook().editOriginalEmbeds(embed.build()).queue();
return null;
});
}

private static Color getStatusColor(int totalCreated, long ghostThreads) {
double rawResRate =
totalCreated > 0 ? ((double) (totalCreated - ghostThreads) / totalCreated) * 100
: -1;

if (rawResRate >= 70)
return Color.GREEN;
if (rawResRate >= 30)
return Color.YELLOW;
if (rawResRate >= 0)
return Color.RED;
return Color.GRAY;
}

private String getTopTag(DSLContext context, Instant start, OrderField<?> order) {
return context.select(HELP_THREADS.TAGS)
.from(HELP_THREADS)
.where(HELP_THREADS.CREATED_AT.ge(start))
.and(HELP_THREADS.TAGS.ne("none"))
.groupBy(HELP_THREADS.TAGS)
.orderBy(order)
.limit(1)
.fetchOptional(HELP_THREADS.TAGS)
.orElse("N/A");
}

private String getPeakHour(DSLContext context, Instant start) {
return context.select(field("strftime('%H', {0})", String.class, HELP_THREADS.CREATED_AT))
.from(HELP_THREADS)
.where(HELP_THREADS.CREATED_AT.ge(start))
.groupBy(field("strftime('%H', {0})", String.class, HELP_THREADS.CREATED_AT))
.orderBy(count().desc())
.limit(1)
.fetchOptional(Record1::value1)
.map(hour -> {
int h = Integer.parseInt(hour);
return "%02d:00 - %02d:00 UTC".formatted(h, (h + 1) % 24);
})
.orElse("N/A");
}

private String smartFormat(Double seconds) {
if (seconds < 0)
return "N/A";
if (seconds < 60)
return "%.0f secs".formatted(seconds);
if (seconds < 3600)
return "%.1f mins".formatted(seconds / 60.0);
if (seconds < 86400)
return "%.1f hrs".formatted(seconds / 3600.0);
return "%.1f days".formatted(seconds / 86400.0);
}

private String formatDouble(Object val) {
return val instanceof Number num ? "%.2f".formatted(num.doubleValue()) : "0.00";
}

/**
* Calculates the duration in seconds between two timestamp fields. Uses SQLite unixepoch for
* conversion.
*/
private Field<Double> durationInSeconds(Field<Instant> end, Field<Instant> start) {
return field("unixepoch({0}) - unixepoch({1})", Double.class, end, start);
}
}
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