- New modules: src/barabadb/ai/chunk.nim (text chunking) and embed.nim (HTTP embedding client)
- chunk() SQL function: returns JSON array of chunks with configurable size/overlap
- embed_text() SQL function: calls external embedding API (OpenAI/Ollama compatible)
- Auto-embedding on INSERT: when VECTOR column is null but TEXT column is populated,
generates embeddings via configured embedder
- Configurable via env vars: BARADB_EMBED_ENDPOINT, BARADB_EMBED_MODEL, BARADB_EMBED_API_KEY
- All 340+ existing tests pass
MCP Server (10.3):
- STDIO JSON-RPC 2.0 transport with 3 AI tools: query, vector_search, schema_inspect
- Multi-tenant session vars (tenant_id, user_id) with RLS support
- Standalone binary: build/baramcp
- Tested with all 3 tools + parameterized queries + vector search + schema inspect
Graph Engine Deep Integration (Session 11):
- CREATE GRAPH / DROP GRAPH DDL support
- Graph engine wired to SQL executor via GRAPH_TABLE() function
- 7 algorithms: BFS, DFS, PageRank, ShortestPath, Dijkstra, Louvain, Community
- INSERT into _nodes/_edges tables auto-syncs with native Graph adjacency lists
- Optional MATCH pattern, ALGORITHM, START, END, MAXDEPTH in GRAPH_TABLE syntax
- All 340+ existing tests pass
- Populate HNSW metadata with all relational columns during INSERT and CREATE INDEX
- Add doHybridSearchFiltered() using searchWithFilter() for HNSW pre-filtering
- Add SQL function hybrid_search_filtered(table, vec_col, text_col, query, vector, k, filter_col, filter_val)
- Enforce k-limit on both doHybridSearch and doHybridSearchFiltered results
- 2 tests: tenant isolation + empty filter fallback
- Add tkRestrict token to lexer
- Parse ON DELETE CASCADE/SET NULL/RESTRICT and ON UPDATE CASCADE/SET NULL/RESTRICT
in both table-level and column-level FK constraints
- Add fkOnDelete/fkOnUpdate to ColumnDef and ForeignKeyDef
- Fix table-level FK constraint application (third pass after columns are created)
- Implement enforceFkOnDelete, enforceFkOnUpdate, enforceFkOnChildUpdate helpers
- Wire FK enforcement into DELETE and UPDATE execution paths
- Add 9 regression tests covering all FK actions
- Добавен IRJoinStrategy enum (nestedLoop, hash, indexNestedLoop)
- Hash Join: build hash table върху по-малката страна, probe от другата
- Index Nested Loop Join: използва B-Tree индекс за point lookup
- Query planner chooseJoinStrategy избира стратегия според наличие на индекс
- LEFT/RIGHT/FULL JOIN fallback-ват към Nested Loop
- PK индексите се игнорират за INL (само explicit индекси)
- Benchmark: JOIN 10K ~115ms (Hash), ~90ms (Index NL)
- 5 нови теста за join performance и planner избор
Тестове: 316 — 0 failures
Build: 0 warnings
- Поправени deficiencies #5-#8 (GROUP BY bare columns, aggregate names,
sync client с blocking socket, thread-safe Lock в SyncClient)
- Добавен BlockingClient (net.Socket + Lock) в clients/nim/src/baradb/client.nim
- Обновен src/barabadb/client/client.nim със sync клиент без waitFor
- Regression тестове за всички 10 deficiencies
- Добавен valueKind в IRExpr за типова информация
- evalExprValue връща Value discriminated union
- Премахнати parseFloat евристики от irAdd/Sub/Mul/Div/Mod/Pow/Neg
- INT+INT→INT, INT+FLOAT→FLOAT, FLOAT/INT→FLOAT
- 12 нови теста за type safety
Тестове: 311 — 0 failures
Build: 0 warnings
Issue #6: getSelectColumns() produced count() for count(*)
and max() for max(id). Now uses exprToSql() on funcArgs
to generate consistent names matching the actual SQL expression.
Before: columns: @[count()], rows: @[{count(*): 2}]
After: columns: @[count(*)], rows: @[{count(*): 2}]
- Fix 3× ResultShadowed in cypher.nim, recovery.nim, shell.nim
- Remove 6× UnusedImport in test files
- Build is now clean: 0 warnings, 294 tests pass
- Add 4-week stabilization plan to PLAN.md (Sessions 9.1–9.4)
- Add missing nkSubquery case in lowerExpr so scalar subqueries
(e.g. budget > (SELECT AVG(budget) FROM projects)) are lowered
correctly instead of being treated as NULL literals.
- Move UPDATE SET expression evaluation inside the row loop so
column references (e.g. salary + 5000) are resolved against the
current row, fixing type validation failures.
- Make irAdd/irSub/irMul/irDiv return integer strings when the
result is a whole number, avoiding spurious float output for INT
columns (e.g. MERGE UPDATE qty = 100 + 50 now yields 150).
These fix regressions introduced by switching NULL representation
from empty string to \N, which exposed the pre-existing bugs above.
Refs: issue #9, issue #10
Issue 9: Add backtick-quoted identifier support in lexer.nim
- Users can now write `key` to use reserved keywords as column/table names
Issue 10: Use \N as internal NULL marker instead of empty string
- isNull() now checks for \N instead of value.len == 0
- Empty strings can now be stored in NOT NULL columns
- NULL values properly distinguished from empty strings in storage, wire protocol, and HTTP JSON responses
ID Generators:
- AUTO_INCREMENT for INTEGER columns
- SERIAL / BIGSERIAL as syntactic sugar
- gen_random_uuid() / uuid() for UUID v4 generation
- nextval() / currval() for sequence support
- snowflake_id(node_id) for distributed 64-bit IDs
- RETURNING clause for INSERT
Deficiency Fixes:
- Comma join: FROM t1, t2 now works as implicit CROSS JOIN
- DEFAULT in restoreSchema: defaults survive server restart
- Duplicate column names: t.id instead of id in joins
- Empty result sets: always send column metadata to client
- GROUP BY non-agg columns: return first row value instead of empty
- Aggregate column names: count(*) instead of count()
Bug fix: PK uniqueness check now uses correct key format
- Add VECTOR(n) column type support in CREATE TABLE
- Add CREATE INDEX ... USING hnsw/ivfpq for vector indexes
- Add cosine_distance(), euclidean_distance(), inner_product(), l1/l2_distance()
SQL functions in expression evaluator
- Add <-> nearest-neighbor operator
- Fix ORDER BY with non-projected columns (move irpkSort before irpkProject)
- Fix execInsert to escape comma-containing values (vector literals)
- Fix MERGE tests by using unique temp dirs per test suite
- Add 8 Vector SQL Integration tests (all passing)
- Update PLAN_SQL_ADVANCED.md
- Add Window Functions: ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG,
FIRST_VALUE, LAST_VALUE, NTILE with PARTITION BY, ORDER BY,
ROWS/RANGE frame specifications
- Add MERGE/UPSERT statement with WHEN MATCHED UPDATE and
WHEN NOT MATCHED INSERT
- Add SQL/PGQ Property Graph long-term plan in PLAN_SQL_ADVANCED.md
- Add 7 new tests for Window Functions and MERGE
- Update baraql.md documentation
The gossip listener used synchronous newSocket + recvFrom,
which blocks the async event loop and prevents other async
operations from running while waiting for UDP packets.
Switch to newAsyncSocket + async recvFrom so the loop can
continue processing other tasks between gossip rounds.
The JavaScript client reads floats via readFloatBE/readDoubleBE,
which expect IEEE-754 values in big-endian byte order.
The Nim server was writing them with copyMem in native byte order,
so on little-endian machines (x86_64) the JS side deserialized
FLOAT64 values as garbage (e.g. 1.0 became 3.03865e-319).
Fix serialization by casting to int32/int64 and using bigEndian32/
bigEndian64, mirroring the existing big-endian handling for ints.
Apply the same fix to deserialization and to fkVector elements.
- Added missing irNeg case in evalExpr (query/executor.nim)
- Unary minus previously fell through to else: return 'false'
- Added 2 tests: SELECT expression and WHERE condition
- disttxn: rollback now correctly updates participant state (was modifying a copy)
- disttxn: bare except replaced with CatchableError
- sharding: migrateData condition was always false, now correctly migrates data
- sharding: unsafe cast[string] replaced with manual byte-to-char conversion
- sharding: bare except replaced with CatchableError
- server: parseUInt replaced with parseBiggestUint for uint64 portability
Поправени проблеми:
- LSM-Tree: WAL write вече е извън db.lock (отделен walLock) → по-добра concurrency
- MVCC: добавен compactVersions() който се изпълнява на всеки 100 commits
Премахва стари overwritten версии, които не са видими за active транзакции
- DistTxn: commit() вече НЕ rollback-ва commit-нали participants
Ако някой participant е commit-нал, транзакцията се маркира като committed
- Raft: добавен disk persistence за currentTerm, votedFor, log
saveState() при всяка промяна; loadState() при стартиране
292 теста, 0 failure-а.
Поправени проблеми:
- Deadlock detector: cycle reconstruction вече проверява пълен цикъл
- Graph cypher: executeCypher acquire-ва lock при четене
- Graph engine: loadFromFile acquire-ва lock при зареждане
- Graph engine: lock поле е exported за външен достъп
- Query: parseRowData поддържа escape-ване на , и = в стойности
- Query: execUpdateRow escape-ва стойности при сериализация
- Lexer: readNumber спира при втора точка (1.2.3 вече не е валиден float)
- Lexer: skipBlockComment хвърля ValueError при незатворен коментар
292 теста, 0 failure-а.
Поправени проблеми:
- Rate limiter: globalRate вече се enforce-ва; cleanupStaleClients() за memory leak
- Graph engine: addEdge проверява дали src/dst nodes съществуват
- Vector engine: distance() хвърля ValueError при dimension mismatch
- Query: aggregate + * на empty result вече не crash-ва
- Query: exprToSql funcCall вече работи с 0 аргумента
- Query: INSERT trigger вече не crash-ва при празни VALUES
- Server: recvWithTimeout() за всички network reads
- Server: защита от negative activeConnections
292 теста, 0 failure-а.
Поправени проблеми:
- MVCC: aborted транзакции вече не стават видими (добавено abortedTxns множество)
- LSM-Tree: поправена загуба на данни при immutable memtable overwrite
- LSM-Tree: поправена SSTable search order (сортиране по id вместо minKey)
- WAL: sync()/close() вече извикват posix.fsync()
- Auth: simpleHash (djb2) заменен с HMAC-SHA256
- Recovery: summary() вече не мутира базата данни
- Raft: поправена majority calculation за четен брой нодове
- Query: EXISTS subqueries вече изпълняват подзаявката
- Nimble: поправен build (-d:ssl) и bench task
Добавен BUG_AUDIT.md с пълен доклад и план за подобрения.
292 теста, 0 failure-а.
- applyCommand callback: committed entries applied to state machine
- lastApplied incremented on commit via applyCommitted()
- RaftNetwork.run() started from main() when raftEnabled=true
- asyncCheck replaced with try/await in processMessage
- bindAddr without hardcoded 127.0.0.1
- raft config: raftEnabled/Port/Peers/NodeId + env vars
- 283 tests, 0 failures
- evalExpr accepts optional ExecutionContext for FTS index lookup
- CREATE INDEX ... USING FTS builds InvertedIndex from existing data
- @@ uses BM25 scoring when FTS index exists, falls back to term match
- INSERT/UPDATE/DELETE auto-maintain FTS indexes
- 283 tests, 0 failures
- Recursive CTE execution (WITH RECURSIVE + UNION ALL, work-table loop)
- UNION / INTERSECT / EXCEPT parser + executor (nkSetOp)
- DROP INDEX parser + executor
- VIEW DDL persistence via AST-to-SQL serializer
- JSON path operators -> and ->> (lexer, parser, IR, executor)
- FTS SQL wiring WHERE col @@ 'query' (case-insensitive term match)
- Multi-column index range scans (prefix equality + range on last col)
- Covering index optimization (skip LSM read when index covers SELECT)
- SCRAM-SHA-256 authentication (password-based validation)
- 279 tests, 0 failures
- Add fkJson to wire protocol with serialization/deserialization
- Validate JSON/JSONB on INSERT/UPDATE via std/json
- Send real column type metadata in wire protocol responses
- Update all 4 clients (Nim, Python, JS, Rust) for JSON and columnTypes
- Implement multi-column index parser (CREATE INDEX idx ON t(a, b))
- Add ciColumns to AST nkCreateIndex
- Build composite index keys as table.col1.col2 with val1|val2
- Support multi-column exact match in SELECT for AND chains
- Implement non-recursive CTE execution via ctx.cteTables materialization
- Add tkRecursive token and parse WITH RECURSIVE
- Fix test isolation: use temp dirs for JOIN, migration, and RLS tests
- All tests passing (0 failures)
- Wire btree.scan() for BETWEEN, >, >=, <, <= conditions
- When a B-Tree index exists and WHERE clause is a range condition,
the executor now uses index range scan instead of full table scan
- Add 3 unit tests: BETWEEN, >, <=
- Update PLAN.md / PLAN_DONE.md
- wal.nim: open existing WAL with fmAppend instead of fmWrite (was truncating!)
- lsm.nim: replay WAL entries into memTable on startup before accepting writes
- Fixes real data loss on crash — previously WAL was wiped on every restart
dimgigov