dimgigov
132e8c7a31
Phase 5: Storage fuzz tests + WAL entryCount fix + SSTable overflow checks + compaction sizeBytes accuracy
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- WAL: entryCount is now accurate after restart by counting existing entries
- LSM writeSSTable: adds uint32 overflow checks for key/value/entry counts
- Compaction: sizeBytes now uses actual file size instead of rough guess
- Fuzz tests: 14 new tests covering WAL truncation, LSM put/get/delete,
recovery, scan, overwrites, SSTable roundtrip, corruption, tombstones
2026-05-18 12:34:26 +03:00
dimgigov
3f29c519d4
Storage hardening: btree size fix, WAL entryCount note, LSM put error handling
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- btree.nim: insertNonFull returns bool; size only increments for new keys
- wal.nim: comment about entryCount reset on append
- lsm.nim: recovery/put/delete/putUnsafe raise IOError if put fails after flush
2026-05-18 12:14:30 +03:00
dimgigov
8596cea548
Stabilization: replication semi-sync, MVCC aborted deleters, SSTable level, SCRAM fix
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P0-P1 fixes:
- replication.nim: rmSync/rmSemiSync now wait for replica ACKs
- mvcc.nim: aborted deleters no longer hide records (return true for visibility)
- storage/lsm.nim: SSTable level persisted in header (version 2, backward compat)
- protocol/auth.nim: removed insecure SCRAM raw hash fallback
Build: 0 warnings, 0 errors. All tests pass.
2026-05-18 12:04:45 +03:00
dimgigov
47c4393a7e
Complete plan execution: gossip/raft bounds, deadlock fix, JSON escaping, memtable limits
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Remaining plan items:
- 1.4 hybrid_search: JSON built with std/json instead of string concat
- 2.3 lsm.nim: reject oversized memtable entries
- 3.3 gossip.nim: bounds checking for idLen/nodeCount/hostLen
- 3.4 raft.nim: max length caps for cmdLen/dataLen/logLen
- 4.3 deadlock.nim: per-path seq stack instead of global parent table
2026-05-18 11:42:46 +03:00
dimgigov
967c0855a5
Bug fixes: composite PK, nl_to_sql sandbox, FK check, SQL injection, storage correctness
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Critical fixes:
- Composite PK: execInsert + validateConstraints use all PK columns
- nl_to_sql: non-SELECT SQL no longer executed directly during validation
- FK check: removed O(N) scanMemTable fallback, uses db.get() with SSTables
- exprToSql: nkIdent wrapped in quotes to prevent SQL injection
- restoreSchema: try/except around tokenize/parse for crash resilience
- recovery.nim: lastTxnId tracking + putUnsafe/deleteUnsafe without WAL
- SCRAM: verifyClientProof length check + DefaultIterationCount restored
Storage fixes:
- lsm.nim: SSTable sort order fixed (ascending), close() flushes all memtables
- compaction.nim: tombstones preserved during compaction
- wal.nim: header written for empty existing files, readEntries checks magic
- btree.nim: B+ tree leaf split keeps boundary key
- bloom.nim: deserialize raises on short data
- mmap.nim: bounds checks for adviseWillNeed/DontNeed + posix.close()
Protocol fixes:
- zerocopy.nim: readString bounds check
- wire.nim: deserializeValue 32-bit underflow check
- auth.nim: JWT JSON escaping for claims
- server.nim: readUint32BE bounds check + specific exception handling
- raft.nim: readData checks + specific exception handling
Tests:
- Added Composite Primary Key test suite (4 tests)
Build: 0 warnings, 0 errors
2026-05-18 11:33:11 +03:00
dimgigov
a28c845476
Bump version to 1.1.4 across all components
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2026-05-17 20:57:19 +03:00
dimgigov
3ac53ecda2
docs(readme): add AI-Native Data Platform features (Sessions 10-12)
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- Update Why BaraDB comparison table with Hybrid RAG, AI Agents,
MCP Server, LangChain integration, Graph SQL, Cypher
- Add Hybrid RAG Search section under Vector Engine
- Add Graph SQL Integration section with CREATE GRAPH, GRAPH_TABLE,
Cypher translation, and similarity/node2vec algorithms
- Add new AI-Native Data Platform section covering:
- Natural Language → SQL (nl_to_sql, schema_prompt)
- Text Chunking & Auto-Embedding (chunk, embed_text)
- MCP Server (Model Context Protocol over STDIO)
- LangChain Vector Store (Python + JS)
- Chat Message History with RLS
- Update Project Structure with ai/ and mcp/ directories
- Update Roadmap Progress with v1.1.2 features
2026-05-17 17:05:47 +03:00
dimgigov
1e38e29f25
fix(security): SQL injection in Python/JS clients + bare except + session leak
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- Fix SQL injection vulnerabilities in chat_history.py, langchain_store.py,
rag_pipeline.py, baradb_langchain.js by switching to parameterized queries
- Replace dangerous bare except: with except CatchableError:/ValueError:
in llm.nim, embed.nim, cypher.nim, mcp/server.nim, executor.nim
- Fix session variable leak in MCP handleVectorSearch/handleSchemaInspect
- Build: 0 errors, all tests pass
2026-05-17 16:58:05 +03:00
dimgigov
c95bc4cd44
docs: synchronize documentation across all languages
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- Add mcp.md to: bg, fa, ru, tr, zh, ar
- Add index.md to Bulgarian (bg)
- Add 24 missing German (de) documentation files
Translations for all supported languages now complete.
2026-05-17 16:29:28 +03:00
dimgigov
a5d34c001a
docs: add German (DE) documentation + update all docs for Sessions 10-12
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New German documentation (docs/de/):
- index.md, quickstart.md, installation.md
- baraql.md, graph.md, vector.md, mcp.md
Updated English documentation:
- changelog.md: all Sessions 10-12 features
- graph.md: SQL GRAPH_TABLE, CREATE GRAPH, all 8 algorithms, Cypher, similarity_nodes, node2vec
- vector.md: hybrid RAG, chunk(), embed_text(), auto-embed, nl_to_sql(), schema_prompt()
- baraql.md: new AI & Cross-Modal Functions section, updated keyword tables
- mcp.md: MCP Server documentation (new file)
- index.md: added German (DE) language link
2026-05-17 16:15:45 +03:00
dimgigov
e783215276
docs: mark all sessions 10-11-12 complete — plan finished
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2026-05-17 16:01:20 +03:00
dimgigov
a0c5ce8598
feat: Session 11 finale — similarity_nodes, node2vec, Cypher layer
...
- similarity_nodes(graph, metric): Jaccard / Adamic-Adar similarity between all node pairs
- node2vec_embed(graph, dimensions): Random-walk based graph embeddings
- cypher(query): Translate Cypher MATCH...RETURN → BaraQL GRAPH_TABLE SQL
- Fixed recursive lock deadlock in similarity functions
- Fixed graph start node parsing (pattern variable vs numeric ID)
- Added sequtils import to graph engine
- All 340+ existing tests pass
2026-05-17 16:00:15 +03:00
dimgigov
898f108963
docs: update PLAN.md - all sessions 10, 11, 12 marked complete
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2026-05-17 15:39:20 +03:00
dimgigov
e23b1d61d2
feat: Session 12 AI Agents & NL->SQL
...
- src/barabadb/ai/llm.nim: LLM client for NL->SQL generation
- Supports OpenAI-compatible and Ollama APIs
- Configurable via BARADB_LLM_ENDPOINT, BARADB_LLM_MODEL, BARADB_LLM_API_KEY
- extractSQL() parses SQL from LLM responses (handles markdown blocks)
- Temperature 0.1 for deterministic SQL generation
- nl_to_sql() SQL function: natural language -> SQL
- Schema-aware prompt with table column definitions + indexes + RLS
- Query validation layer: wraps generated SQL in LIMIT 0 subquery
- Self-correction loop: on error, feeds error back to LLM for fix
- Tenant-aware: respects current session variables
- schema_prompt() SQL function: generates DDL + sample data + indexes
- Returns full CREATE TABLE statement with column types and constraints
- Includes up to 5 sample rows for context
- Lists indexes, RLS policies, foreign keys
- Perfect for feeding into LLM context
- All 340+ existing tests pass
2026-05-17 15:38:14 +03:00
dimgigov
80c3fee9de
feat: 10.2.3 ChatMessageHistory + 10.2.4 RAG pipeline example
...
- clients/python/baradb/chat_history.py: BaraDBChatHistory class
- Stores conversation threads in BaraDB with multi-tenant RLS
- session_id + tenant_id + user_id isolation
- Auto-creates table and index
- Compatible with LangChain message format
- examples/rag_pipeline.py: End-to-end RAG pipeline example
- PDF/text ingestion -> chunking -> embedding -> BaraDB storage
- Hybrid search with vector distance
- LLM generation (OpenAI / Ollama)
- Supports --file and --query modes
- Configurable chunk size, overlap, top-k
- PLAN.md: Updated all Session 10 tasks as complete
2026-05-17 15:30:20 +03:00
dimgigov
13bc17cfa8
feat: 10.1.4 Chunking + embedding pipeline
...
- 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
2026-05-17 15:26:24 +03:00
dimgigov
8a395225c0
feat: Session 10.3 MCP Server + Session 11 Graph Engine Deep Integration
...
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
2026-05-17 15:18:31 +03:00
dimgigov
55bc3e862a
feat(langchain): Session 10.2 — LangChain Vector Store (Python + JS)
...
- BaraDBStore for Python: add_texts, similarity_search, max_marginal_relevance_search, delete
- BaraDBStore for JS: addDocuments, addTexts, similaritySearch, maxMarginalRelevanceSearch, delete
- Both use hybrid_search() / hybrid_search_filtered() for vector+FTS+RRF
- Multi-tenant support via tenant_id session variable + metadata filter
- Embedding function is injected by user (OpenAI, sentence-transformers, etc.)
- MMR reranking for result diversity
2026-05-17 13:46:42 +03:00
dimgigov
67965ffa8b
feat(hybrid): Session 10.1.3 — Metadata pre-filtering in vector search
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- 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
2026-05-17 13:41:30 +03:00
dimgigov
836d30d84a
feat(hybrid): Session 10.1 — Hybrid RAG Search with RRF reranking
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- Add searchEx() to vector engine returning metadata
- Add reciprocalRankFusion(), doHybridSearch(), findRealIdByDocId() helpers
- Add SQL functions: hybrid_search(), hybrid_search_ids(), rerank()
- Fix CREATE INDEX HNSW docId to use hash(fullKey) matching INSERT
- 5 tests covering hybrid search, ids, RRF ranking, rerank, missing indexes
2026-05-17 13:30:19 +03:00
dimgigov
f622c8f82c
docs(plan): archive old plan, create AI-Native Data Platform roadmap
...
- PLAN.md → PLAN_old_3.md (sessions 1-9 completed)
- New PLAN.md: Sessions 10-12 focused on:
- Vector AI Native Integration (Hybrid RAG, LangChain, MCP Server)
- Graph Engine Deep Integration (Native storage, Cypher, Algorithms)
- AI Agents & NL → SQL
- All features preserve multi-tenant RLS isolation and MVCC safety
2026-05-17 13:08:24 +03:00
dimgigov
d2ac485b2e
docs(plan): mark Phase 2 (JOIN) and Phase 3 (FK Enforcement) as complete
2026-05-17 13:03:15 +03:00
dimgigov
2e0969245c
feat(fk): Foreign Key Enforcement — ON DELETE/UPDATE CASCADE, SET NULL, RESTRICT
...
- 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
2026-05-17 13:02:39 +03:00
dimgigov
dc4ad86ee1
Сесия 9: Production Hardening — prop tests (58 invariant-а), fuzz tests (35 сценария), thread safety (SharedLock ref)
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2026-05-17 12:37:50 +03:00
dimgigov
19fa760604
Week 4: Production Hardening — Thread Safety, Fuzz Tests, Property-Based Tests, NimForum Smoke Test
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Thread Safety:
- Add lock to BTreeIndex (insert/get/scan/remove/contains)
- Add lock to InvertedIndex (addDocument/removeDocument/search/bm25/tfidf/fuzzy/regex)
- Add ctxLock to ExecutionContext for DDL/schema metadata, autoIncCounters, sequences
- Deep-copy sessionVars in cloneForConnection() to isolate per-connection state
- Fix activeConnections check-then-act race with Lock
Wire Protocol Hardening:
- Fix RangeDefect in deserializeValue for invalid FieldKind bytes
- Fix IndexDefect in fkFloat32/fkFloat64 by reusing readUint32/readUint64
- Fix int32/int64 cast from uint32/uint64 to use cast[] instead of constructor
- Fix parseHeader to validate MsgKind instead of holey enum cast
Property-Based Tests (tests/prop_test.nim):
- 8 invariants for evalExprValue: literal types, commutativity, identity,
double negation, NULL propagation
Wire Protocol Fuzz (tests/fuzz_test.nim):
- 7 fuzz tests: random bytes deserialization, truncated buffers,
MsgKind casts, parseHeader logic, message roundtrips
NimForum Adapter Smoke Test (tests/nimforum_smoke_test.nim):
- Full TCP server lifecycle with adapter CRUD and parameterized queries
Test Results: 423 tests pass, 0 failures
2026-05-17 11:57:55 +03:00
dimgigov
6021bfcb10
Сесия 9: Седмица 3 — JOIN Performance
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- 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
2026-05-17 10:50:12 +03:00
dimgigov
9d71edafd4
Сесия 9: Седмици 1+2 — Stabilization + Type Safety
...
- 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
2026-05-17 10:21:15 +03:00
dimgigov
4c6c72dc5b
docs(plan): mark 9.1.2 as complete
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2026-05-17 03:50:57 +03:00
dimgigov
2e1d982b9f
fix(executor): include arguments in aggregate column names
...
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}]
2026-05-17 03:50:43 +03:00
dimgigov
cd62f98641
docs(plan): mark 9.1.1 as complete
2026-05-17 03:47:30 +03:00
dimgigov
07a22d305d
chore: fix all build warnings and add stabilization roadmap
...
- 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)
2026-05-17 03:47:17 +03:00
dimgigov
5231724e77
fix(executor): handle subqueries in comparisons and per-row UPDATE expressions
...
- 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
2026-05-17 03:29:25 +03:00
dimgigov
073ec41652
fix: issue #9 reserved keyword 'key' + issue #10 empty string treated as NULL
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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
2026-05-17 01:59:25 +03:00
dimgigov
58b7598155
fix(dev): streamline build config for new contributors
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- Add --path:src and --threads:on to nim.cfg so tests compile without manual flags
- Add tests/config.nims for automatic path resolution in test directory
- Simplify nimble task definitions (remove redundant flags now in nim.cfg)
- Fix Dockerfile.source comment: remove obsolete nimmax reference
This makes 'nim c tests/test_all.nim' and 'nimble test' work out of the box.
2026-05-16 03:20:43 +03:00
dimgigov
3fce374aba
fix(tests): correct vkInt -> vkInt64 in test_minimal, remove tracked binary from git
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2026-05-16 03:13:19 +03:00
dimgigov
9756d93cb8
docs: add deficiency audit and ID generators plan
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2026-05-16 03:07:11 +03:00
dimgigov
652ed1b477
feat: add ID generators, fix 6 forum-discovered deficiencies
...
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
2026-05-16 02:57:30 +03:00
dimgigov
406dcf4f4e
docs(ormin): clarify transaction and returning support
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- Top-level BEGIN/COMMIT/ROLLBACK work (server-side)
- SAVEPOINT (nested tx) does not work — BaraDB server limitation
- RETURNING parsed but ignored by BaraDB executor — server limitation
2026-05-15 22:56:45 +03:00
dimgigov
4ac147dc6c
Add Docker support for Ormin + BaraDB dev stack
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- docker-compose.ormin.yml: BaraDB + Ormin dev environment
- clients/nim/ormin/docker/Dockerfile: dev image with Nim 2.2.10
- clients/nim/ormin/docker/entrypoint.sh: auto-install deps
- docker-compose.test.yml: add Ormin compile test
2026-05-15 22:23:45 +03:00
dimgigov
4e54075078
Add Ormin ORM support for BaraDB (Nim client)
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2026-05-15 21:49:08 +03:00
dimgigov
2e945c1dcb
release: bump version to 1.1.2 (forum-tested, nested SQL fixes)
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2026-05-15 18:34:47 +03:00
dimgigov
2fbafb11bd
docs: add GitHub stars badge and thank you note
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2026-05-15 18:30:10 +03:00
dimgigov
3453d3cae7
feat: add forum Nim client improvements and SQLite adaptor
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2026-05-15 18:12:01 +03:00
dimgigov
00e9ea7484
Merge branch 'main' of ssh://git.invoicing.top:222/baraba/Baradb
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2026-05-15 18:01:25 +03:00
dimgigov
c5751b4a0c
fix: clean up compiler warnings and unused variables
2026-05-15 18:01:11 +03:00
dimgigov
bf374b28f7
chore: ignore docker export tarballs
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2026-05-15 17:46:53 +03:00
dimgigov
92e6b99df2
Merge pull request 'feat: subquery IN/NOT IN, datetime functions, scanAll refactor, INSERT/UPDATE eval improvements' ( #1 ) from master into main
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Reviewed-on: #1
2026-05-15 14:35:06 +00:00
dimgigov
f8d466d8f3
feat: subquery IN/NOT IN, datetime functions, scanAll refactor, INSERT/UPDATE eval improvements
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2026-05-15 17:33:54 +03:00
dimgigov
40616ad3c0
Update repository URLs from GitHub to Codeberg
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2026-05-15 12:11:00 +03:00
dimgigov
8c29e700c7
Revert "Update repository URLs from GitHub to Codeberg"
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This reverts commit 956066631e .
2026-05-15 12:10:36 +03:00