Files
flashcards/packages/backend/src/services/stats.ts

167 lines
6.4 KiB
TypeScript

import { and, desc, eq, inArray, sql } from 'drizzle-orm';
import type { Db } from '../db/client.js';
import { attempts, cardProgress, cards, lessons, sessions } from '../db/schema.js';
import { ApiError } from '../lib/errors.js';
import { getDescendantLessonIds } from './lessons.js';
const MIN_ATTEMPTS_FOR_SCORE = 3;
export interface CardStats {
cardId: number;
attempts: number;
correct: number;
incorrect: number;
box: { forward: number; backward: number | null };
lastShownAt: number | null;
nextDueAt: number;
history: { shownAt: number; result: 'correct' | 'incorrect'; direction: 'forward' | 'backward' }[];
}
export async function getCardStats(db: Db, cardId: number): Promise<CardStats> {
const card = db.select().from(cards).where(eq(cards.id, cardId)).get();
if (!card) throw ApiError.notFound('Card');
const prog = db.select().from(cardProgress).where(eq(cardProgress.cardId, cardId)).all();
const history = db.select({
shownAt: attempts.shownAt, result: attempts.result, direction: attempts.direction,
}).from(attempts).where(eq(attempts.cardId, cardId)).orderBy(desc(attempts.shownAt)).all();
const forward = prog.find((p) => p.direction === 'forward');
const backward = prog.find((p) => p.direction === 'backward');
const correct = history.filter((h) => h.result === 'correct').length;
return {
cardId,
attempts: history.length,
correct,
incorrect: history.length - correct,
box: { forward: forward?.box ?? 1, backward: backward?.box ?? null },
lastShownAt: forward?.lastShownAt ?? null,
nextDueAt: forward?.nextDueAt ?? 0,
history,
};
}
export interface LessonStats {
lessonId: number;
totalCards: number;
mastered: number;
score: number;
sessions: number;
totalDurationSeconds: number;
attempts: number;
correct: number;
incorrect: number;
}
export async function getLessonStats(db: Db, lessonId: number): Promise<LessonStats> {
const lesson = db.select().from(lessons).where(eq(lessons.id, lessonId)).get();
if (!lesson) throw ApiError.notFound('Lesson');
const ids = await getDescendantLessonIds(db, lessonId);
const cardRows = db.select({ id: cards.id }).from(cards).where(inArray(cards.lessonId, ids)).all();
const cardIds = cardRows.map((c) => c.id);
const totalCards = cardIds.length;
let mastered = 0;
let attemptsTotal = 0;
let correctTotal = 0;
let score = 0;
let countedForScore = 0;
if (cardIds.length > 0) {
const prog = db.select().from(cardProgress).where(inArray(cardProgress.cardId, cardIds)).all();
const att = db.select().from(attempts).where(inArray(attempts.cardId, cardIds)).all();
attemptsTotal = att.length;
correctTotal = att.filter((a) => a.result === 'correct').length;
const byCard = new Map<number, typeof prog[number][]>();
for (const p of prog) {
if (!byCard.has(p.cardId)) byCard.set(p.cardId, []);
byCard.get(p.cardId)!.push(p);
}
for (const id of cardIds) {
const ps = byCard.get(id) ?? [];
if (ps.some((p) => p.box >= 4)) mastered += 1;
const total = ps.reduce((s, p) => s + p.correctCount + p.incorrectCount, 0);
const correct = ps.reduce((s, p) => s + p.correctCount, 0);
if (total >= MIN_ATTEMPTS_FOR_SCORE) {
score += correct / total;
countedForScore += 1;
}
}
score = countedForScore === 0 ? 0 : score / countedForScore;
}
const sessRows = db.select({
id: sessions.id, duration: sessions.durationSeconds,
}).from(sessions).where(and(inArray(sessions.lessonId, ids), eq(sessions.status, 'completed'))).all();
const totalDurationSeconds = sessRows.reduce((s, r) => s + (r.duration ?? 0), 0);
return {
lessonId, totalCards, mastered, score,
sessions: sessRows.length, totalDurationSeconds,
attempts: attemptsTotal, correct: correctTotal, incorrect: attemptsTotal - correctTotal,
};
}
export interface Overview {
totalSessions: number;
totalDurationSeconds: number;
totalAttempts: number;
streakDays: number;
recentSessions: { id: number; lessonId: number; startedAt: number; durationSeconds: number | null; cardsShown: number; cardsCorrect: number }[];
}
function dayKeyUTC(unixSec: number): string {
const d = new Date(unixSec * 1000);
return `${d.getUTCFullYear()}-${d.getUTCMonth()}-${d.getUTCDate()}`;
}
export async function getOverview(db: Db): Promise<Overview> {
const sessRows = db.select().from(sessions).where(eq(sessions.status, 'completed')).all();
const totalDurationSeconds = sessRows.reduce((s, r) => s + (r.durationSeconds ?? 0), 0);
const totalAttempts = db.select({ c: sql<number>`count(*)`.as('c') }).from(attempts).get()?.c ?? 0;
const days = new Set(sessRows.map((s) => dayKeyUTC(s.startedAt)));
let streak = 0;
const cursor = new Date();
for (;;) {
const k = dayKeyUTC(Math.floor(cursor.getTime() / 1000));
if (days.has(k)) {
streak += 1;
cursor.setUTCDate(cursor.getUTCDate() - 1);
} else break;
}
const recent = db.select({
id: sessions.id, lessonId: sessions.lessonId, startedAt: sessions.startedAt,
durationSeconds: sessions.durationSeconds, cardsShown: sessions.cardsShown, cardsCorrect: sessions.cardsCorrect,
}).from(sessions).where(eq(sessions.status, 'completed')).orderBy(desc(sessions.startedAt)).limit(10).all();
return {
totalSessions: sessRows.length,
totalDurationSeconds,
totalAttempts: Number(totalAttempts),
streakDays: streak,
recentSessions: recent.map((r) => ({ ...r, durationSeconds: r.durationSeconds ?? null })),
};
}
export interface HeatmapPoint { day: string; sessions: number; attempts: number; }
export async function getHeatmap(db: Db, weeks: number): Promise<HeatmapPoint[]> {
const since = Math.floor(Date.now() / 1000) - weeks * 7 * 24 * 60 * 60;
const sessRows = db.select({ startedAt: sessions.startedAt }).from(sessions)
.where(and(eq(sessions.status, 'completed'), sql`${sessions.startedAt} >= ${since}`)).all();
const attRows = db.select({ shownAt: attempts.shownAt }).from(attempts)
.where(sql`${attempts.shownAt} >= ${since}`).all();
const map = new Map<string, { sessions: number; attempts: number }>();
for (const s of sessRows) {
const k = dayKeyUTC(s.startedAt);
const m = map.get(k) ?? { sessions: 0, attempts: 0 };
m.sessions += 1; map.set(k, m);
}
for (const a of attRows) {
const k = dayKeyUTC(a.shownAt);
const m = map.get(k) ?? { sessions: 0, attempts: 0 };
m.attempts += 1; map.set(k, m);
}
return Array.from(map.entries()).map(([day, v]) => ({ day, ...v }));
}