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bPlusTreeLogic.test.ts
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524 lines (421 loc) · 16 KB
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import { describe, it, expect } from 'vitest';
import { BPlusTree } from '../bPlusTreeLogic';
import { TableRow } from '../../types';
describe('BPlusTree', () => {
describe('问题1: 重复key插入', () => {
it('应该允许非聚簇索引插入重复的Age', () => {
const rows: TableRow[] = [
{ id: 1, name: 'Alice', age: 25 },
{ id: 2, name: 'Bob', age: 25 },
{ id: 3, name: 'Charlie', age: 25 },
];
const tree = BPlusTree.fromRows(rows, r => r.age, { uniqueKeys: false });
// 验证树结构 - 重复key聚合到同一个key槽位中
expect(tree.root.isLeaf).toBe(true);
expect(tree.root.keys).toEqual([25]);
expect(tree.root.data).toHaveLength(1);
expect(tree.root.data[0]).toEqual(rows);
});
it('聚簇索引的重复ID应该被覆盖', () => {
const rows: TableRow[] = [
{ id: 5, name: 'Alice', age: 25 },
{ id: 5, name: 'Bob', age: 30 }, // 重复ID
];
const tree = BPlusTree.fromRows(rows, r => r.id, { uniqueKeys: true });
// 验证最后一个数据覆盖了第一个
expect(tree.root.keys).toEqual([5]);
expect(tree.root.data[0]).toEqual([rows[1]]);
});
});
describe('问题2: 乱序插入', () => {
it('乱序插入应该能观察到节点分裂', () => {
const rows: TableRow[] = [
{ id: 10, name: 'Bob', age: 30 },
{ id: 5, name: 'Alice', age: 25 },
{ id: 15, name: 'Charlie', age: 35 },
{ id: 1, name: 'David', age: 20 },
];
const tree = BPlusTree.fromRows(rows, r => r.id, { uniqueKeys: true });
// 验证分裂后的结构
expect(tree.root.isLeaf).toBe(false); // 根不再是叶子
expect(tree.root.children.length).toBe(2);
});
it('与排序插入的树结构应该不同', () => {
// 乱序数据
const randomRows: TableRow[] = [
{ id: 10, name: 'B', age: 30 },
{ id: 5, name: 'A', age: 25 },
{ id: 15, name: 'C', age: 35 },
{ id: 1, name: 'D', age: 20 },
];
const randomTree = BPlusTree.fromRows(randomRows, r => r.id, { uniqueKeys: true });
// 验证根节点发生了分裂
expect(randomTree.root.isLeaf).toBe(false);
});
});
describe('问题3: 叶子节点删除', () => {
it('删除后不触发合并应该保持结构', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
];
rows.forEach(r => tree.insert(r));
tree.delete(2);
expect(tree.root.keys).toEqual([1, 3]);
expect(tree.root.data[0]).toEqual([rows[0]]);
expect(tree.root.data[1]).toEqual([rows[2]]);
});
it('删除后树为空应该保持为空根', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const row: TableRow = { id: 1, name: 'A', age: 20 };
tree.insert(row);
tree.delete(1);
expect(tree.root.keys).toEqual([]);
expect(tree.root.isLeaf).toBe(true);
});
it('删除所有数据后树应该重置', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
];
rows.forEach(r => tree.insert(r));
tree.delete(1);
tree.delete(2);
expect(tree.root.keys).toEqual([]);
expect(tree.root.isLeaf).toBe(true);
});
});
describe('问题3: 删除指定row(重复key场景)', () => {
it('应该能从重复key中删除指定的row', () => {
const tree = new BPlusTree((r: TableRow) => r.age, { uniqueKeys: false });
const rows: TableRow[] = [
{ id: 1, name: 'Alice', age: 25 },
{ id: 2, name: 'Bob', age: 25 },
{ id: 3, name: 'Charlie', age: 25 },
];
rows.forEach(r => tree.insert(r));
// 删除Bob,保留Alice和Charlie
tree.delete(25, rows[1]);
expect(tree.root.keys).toEqual([25]);
expect(tree.root.data[0]).toEqual([rows[0], rows[2]]);
});
it('删除指定row后如果该key无数据,应该删除整个key', () => {
const tree = new BPlusTree((r: TableRow) => r.age, { uniqueKeys: false });
const row: TableRow = { id: 1, name: 'Alice', age: 25 };
tree.insert(row);
tree.delete(25, row);
expect(tree.root.keys).toEqual([]);
expect(tree.root.isLeaf).toBe(true);
});
});
describe('问题3: 内部节点删除', () => {
it('删除应该正确更新父节点结构', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = Array.from({ length: 10 }, (_, i) => ({
id: i + 1,
name: `User${i}`,
age: 20 + i
}));
rows.forEach(r => tree.insert(r));
const initialChildren = tree.root.children.length;
tree.delete(5);
// 验证内部节点被正确处理
expect(tree.root.children.length).toBeLessThanOrEqual(initialChildren);
expect(tree.root.isLeaf).toBe(false);
});
});
describe('问题3: 删除触发借用', () => {
it('应该能从左兄弟借用', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
// 构建一个会导致借用的结构
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
{ id: 4, name: 'D', age: 23 },
];
rows.forEach(r => tree.insert(r));
// 删除可能触发借用
tree.delete(1);
// 树应该仍然有效(删除第4个数据后,树可能已经是多层结构了)
expect(tree.root).toBeDefined();
expect(tree.root.keys.length).toBeGreaterThanOrEqual(0);
// 验证所有剩余数据都在树中
const allIds = tree.root.isLeaf ? tree.root.keys : getAllKeysFromTree(tree.root);
expect(allIds).toContain(2);
expect(allIds).toContain(3);
expect(allIds).toContain(4);
});
it('应该能从右兄弟借用', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
{ id: 4, name: 'D', age: 23 },
];
rows.forEach(r => tree.insert(r));
tree.delete(4);
// 树应该仍然有效
expect(tree.root).toBeDefined();
expect(tree.root.keys.length).toBeGreaterThanOrEqual(0);
// 验证所有剩余数据都在树中
const allIds = tree.root.isLeaf ? tree.root.keys : getAllKeysFromTree(tree.root);
expect(allIds).toContain(1);
expect(allIds).toContain(2);
expect(allIds).toContain(3);
});
it('应该能从右兄弟借用', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
{ id: 4, name: 'D', age: 23 },
];
rows.forEach(r => tree.insert(r));
tree.delete(4);
// 树应该仍然有效
expect(tree.root).toBeDefined();
expect(tree.root.keys.length).toBeGreaterThanOrEqual(0);
// 验证所有剩余数据都在树中
const allIds = tree.root.isLeaf ? tree.root.keys : getAllKeysFromTree(tree.root);
expect(allIds).toContain(1);
expect(allIds).toContain(2);
expect(allIds).toContain(3);
});
});
describe('问题3: 删除触发合并', () => {
it('应该能与左兄弟合并', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
];
rows.forEach(r => tree.insert(r));
// 删除触发合并
tree.delete(3);
expect(tree.root.isLeaf).toBe(true);
});
it('应该能与右兄弟合并', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
];
rows.forEach(r => tree.insert(r));
tree.delete(1);
expect(tree.root.isLeaf).toBe(true);
});
it('删除后根节点应该可能更新', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
// 添加足够多的数据创建多层树
const rows: TableRow[] = Array.from({ length: 7 }, (_, i) => ({
id: i + 1,
name: `User${i}`,
age: 20 + i
}));
rows.forEach(r => tree.insert(r));
// 删除导致根节点改变
rows.slice(0, 3).forEach((_, i) => {
tree.delete(i + 1);
});
expect(tree.root).toBeDefined();
});
});
describe('链表完整性', () => {
it('叶子节点的next指针应该正确链接', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = Array.from({ length: 7 }, (_, i) => ({
id: i + 1,
name: `User${i}`,
age: 20 + i
}));
rows.forEach(r => tree.insert(r));
// 遍历叶子节点链表
let leaf: any = tree.root;
while (!leaf.isLeaf) {
leaf = leaf.children[0];
}
let count = 0;
const keys: number[] = [];
while (leaf) {
keys.push(...leaf.keys);
leaf = leaf.next;
count++;
}
expect(count).toBeGreaterThan(1); // 应该分裂成多个叶子
expect(keys.sort((a, b) => a - b)).toEqual(rows.map(r => r.id));
});
it('删除后链表应该仍然保持正确', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
{ id: 4, name: 'D', age: 23 },
];
rows.forEach(r => tree.insert(r));
// 删除一个节点
tree.delete(2);
// 检查链表
let leaf: any = tree.root;
while (!leaf.isLeaf) {
leaf = leaf.children[0];
}
const keys: number[] = [];
while (leaf) {
keys.push(...leaf.keys);
leaf = leaf.next;
}
expect(keys).toContain(1);
expect(keys).toContain(3);
expect(keys).toContain(4);
});
});
describe('边界情况', () => {
it('删除不存在的key应该不报错', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const row: TableRow = { id: 1, name: 'A', age: 20 };
tree.insert(row);
tree.delete(999); // 不存在的key
expect(tree.root.keys).toEqual([1]);
});
it('空树上删除应该不报错', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
tree.delete(1);
expect(tree.root.keys).toEqual([]);
});
it('单个节点的树删除后应该重置', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
];
rows.forEach(r => tree.insert(r));
// 全部删除
rows.forEach(r => tree.delete(r.id));
expect(tree.root.keys).toEqual([]);
expect(tree.root.isLeaf).toBe(true);
});
});
describe('链表完整性 - borrowFromRight 场景', () => {
it('借用右兄弟后叶子 next 链表指针应保持完整', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
// Insert [1..7] then delete 1 to trigger borrowFromRight on the leftmost leaf
const rows = Array.from({ length: 7 }, (_, i) => ({ id: i + 1, name: `U${i + 1}`, age: 20 + i }));
rows.forEach(r => tree.insert(r));
tree.delete(1);
// Traverse linked list from leftmost leaf
let leaf: any = tree.root;
while (!leaf.isLeaf) leaf = leaf.children[0];
const keys: number[] = [];
while (leaf) {
keys.push(...leaf.keys);
leaf = leaf.next;
}
// All remaining keys should be reachable in sorted order
expect(keys).toEqual([2, 3, 4, 5, 6, 7]);
});
it('大量插入删除后 next 链路应完整且有序', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows = Array.from({ length: 20 }, (_, i) => ({ id: i + 1, name: `U${i + 1}`, age: 20 + i }));
rows.forEach(r => tree.insert(r));
// Delete 10 keys spread across the tree
[2, 4, 6, 8, 10, 12, 14, 16, 18, 20].forEach(k => tree.delete(k));
// Traverse linked list from leftmost leaf
let leaf: any = tree.root;
while (!leaf.isLeaf) leaf = leaf.children[0];
const keys: number[] = [];
while (leaf) {
keys.push(...leaf.keys);
leaf = leaf.next;
}
// Only odd ids should remain, in sorted order
expect(keys).toEqual([1, 3, 5, 7, 9, 11, 13, 15, 17, 19]);
});
});
describe('分隔键不变量', () => {
it('删除叶子首key但不下溢时应更新父分隔键', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = [
{ id: 1, name: 'A', age: 20 },
{ id: 2, name: 'B', age: 21 },
{ id: 3, name: 'C', age: 22 },
{ id: 4, name: 'D', age: 23 },
];
rows.forEach(r => tree.insert(r));
expect(tree.root.isLeaf).toBe(false);
tree.delete(2);
expect(tree.root.isLeaf).toBe(false);
expect(tree.root.keys[0]).toBe(3);
assertSeparatorInvariants(tree.root);
});
it('借用/合并后应满足分隔键不变量', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
const rows: TableRow[] = Array.from({ length: 25 }, (_, i) => ({
id: i + 1,
name: `U${i + 1}`,
age: 20 + i
}));
rows.forEach(r => tree.insert(r));
[2, 3, 4, 6, 7, 8, 9, 12, 13, 14, 18, 19].forEach(k => tree.delete(k));
assertSeparatorInvariants(tree.root);
});
it('借用右兄弟后父分隔键应满足不变量', () => {
const tree = new BPlusTree((r: TableRow) => r.id, { uniqueKeys: true });
// Insert [1..7] then delete 1 to trigger borrowFromRight
const rows = Array.from({ length: 7 }, (_, i) => ({ id: i + 1, name: `U${i + 1}`, age: 20 + i }));
rows.forEach(r => tree.insert(r));
tree.delete(1);
assertSeparatorInvariants(tree.root);
});
});
});
// Helper function to get all keys from tree
function getAllKeysFromTree(node: any): number[] {
const keys: number[] = [];
const traverse = (n: any) => {
if (n.isLeaf) {
keys.push(...n.keys);
} else {
keys.push(...n.keys);
n.children.forEach(traverse);
}
};
traverse(node);
return keys;
}
function assertSeparatorInvariants(node: any) {
const getRange = (n: any): { min: number; max: number } => {
if (!n) return { min: Infinity, max: -Infinity };
if (n.isLeaf) {
if (!n.keys || n.keys.length === 0) return { min: Infinity, max: -Infinity };
return { min: n.keys[0], max: n.keys[n.keys.length - 1] };
}
const ranges = (n.children || []).map(getRange);
return {
min: Math.min(...ranges.map(r => r.min)),
max: Math.max(...ranges.map(r => r.max)),
};
};
const visit = (n: any) => {
if (!n) return;
if (n.isLeaf) return;
expect(n.children.length).toBe(n.keys.length + 1);
for (let i = 0; i < n.keys.length; i++) {
const left = getRange(n.children[i]);
const right = getRange(n.children[i + 1]);
if (left.max !== -Infinity) expect(left.max).toBeLessThan(n.keys[i]);
if (right.min !== Infinity) expect(right.min).toBeGreaterThanOrEqual(n.keys[i]);
}
n.children.forEach(visit);
};
visit(node);
}