feat: B-Tree, columnar engine, IR/type checker, connection pool, JWT auth, quantization, Louvain, pattern matching — 57 tests

- B-Tree index: insert, get, scan range, duplicate keys
- Columnar engine: batch ops, RLE/dict encoding, GroupBy, aggregates
- IR (Intermediate Representation): plan nodes, expressions, type checker
- Connection pool: load-balanced eviction, min/max connections
- JWT authentication with token verify and claims parsing
- Vector quantization: scalar 8-bit/4-bit, product quantization, binary
- Louvain community detection algorithm
- Graph pattern matching (subgraph isomorphism)
- 18 new test suites (57 total, all passing)
This commit is contained in:
2026-05-06 00:57:30 +03:00
parent 5c84aeccf8
commit 07a37d8e78
9 changed files with 1638 additions and 20 deletions
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## B-Tree Index — ordered key-value index
import std/tables
const
DefaultBTreeOrder* = 32
type
BTreeNode[K, V] = ref object
keys: seq[K]
values: seq[seq[V]]
children: seq[BTreeNode[K, V]]
isLeaf: bool
next: BTreeNode[K, V]
BTreeIndex*[K, V] = ref object
root: BTreeNode[K, V]
order: int
size: int
proc newBTreeNode[K, V](isLeaf: bool = true): BTreeNode[K, V] =
BTreeNode[K, V](
keys: @[], values: @[], children: @[],
isLeaf: isLeaf, next: nil,
)
proc newBTreeIndex*[K, V](order: int = DefaultBTreeOrder): BTreeIndex[K, V] =
BTreeIndex[K, V](root: newBTreeNode[K, V](), order: order, size: 0)
proc search[K, V](node: BTreeNode[K, V], key: K): seq[V] =
var i = 0
while i < node.keys.len and key > node.keys[i]:
inc i
if node.isLeaf:
if i < node.keys.len and key == node.keys[i]:
return node.values[i]
return @[]
else:
return search(node.children[i], key)
proc splitChild[K, V](parent: BTreeNode[K, V], index: int, order: int) =
let child = parent.children[index]
let mid = (order - 1) div 2
let newNode = newBTreeNode[K, V](child.isLeaf)
for j in mid+1..<child.keys.len:
newNode.keys.add(child.keys[j])
if child.isLeaf:
newNode.values.add(child.values[j])
if not child.isLeaf:
for j in mid+1..child.children.len:
newNode.children.add(child.children[j])
child.children.setLen(mid + 1)
if child.isLeaf:
newNode.next = child.next
child.next = newNode
let midKey = child.keys[mid]
parent.keys.insert(midKey, index)
parent.children.insert(newNode, index + 1)
child.keys.setLen(mid)
if child.isLeaf:
child.values.setLen(mid)
proc insertNonFull[K, V](node: BTreeNode[K, V], key: K, value: V, order: int) =
var i = node.keys.len - 1
if node.isLeaf:
while i >= 0 and key < node.keys[i]:
dec i
if i >= 0 and key == node.keys[i]:
node.values[i].add(value)
return
node.keys.insert(key, i + 1)
node.values.insert(@[value], i + 1)
else:
while i >= 0 and key < node.keys[i]:
dec i
inc i
if node.children[i].keys.len == order - 1:
splitChild(node, i, order)
if key > node.keys[i]:
inc i
insertNonFull(node.children[i], key, value, order)
proc insert*[K, V](btree: var BTreeIndex[K, V], key: K, value: V) =
if btree.root.keys.len == btree.order - 1:
var newRoot = newBTreeNode[K, V](isLeaf = false)
newRoot.children.add(btree.root)
splitChild(newRoot, 0, btree.order)
btree.root = newRoot
insertNonFull(btree.root, key, value, btree.order)
else:
insertNonFull(btree.root, key, value, btree.order)
inc btree.size
proc get*[K, V](btree: BTreeIndex[K, V], key: K): seq[V] =
search(btree.root, key)
proc contains*[K, V](btree: BTreeIndex[K, V], key: K): bool =
return btree.get(key).len > 0
proc scan*[K, V](btree: BTreeIndex[K, V], startKey, endKey: K): seq[(K, seq[V])] =
result = @[]
var node = btree.root
while not node.isLeaf:
var i = 0
while i < node.keys.len and startKey > node.keys[i]:
inc i
node = node.children[i]
while node != nil:
for i in 0..<node.keys.len:
if node.keys[i] >= startKey:
if node.keys[i] <= endKey:
result.add((node.keys[i], node.values[i]))
else:
return
node = node.next
proc len*[K, V](btree: BTreeIndex[K, V]): int = btree.size