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HeliosDB Feature Test Tracking

HeliosDB Feature Test Tracking

This document tracks all feature testing across sessions. Updated automatically during testing.

Last Updated: 2026-01-09

Test Summary

Build TypeTestsPassedFailedSkippedCoverage
Core (minimal)40370392.5%
Full (comprehensive)35303285.7%
Sub-feature tests22210195.5%
Rust Unit Tests736970512187295.7%
SQL End-User Tests331518045.5%
Compile Errors72 suites---Tests out of sync with implementation

Rust Unit Test Results (2026-01-08)

ModuleTestsPassedFailedStatusNotes
online_aggregation660PASSEarly termination, sampling strategies, confidence bounds
xa_transactions17170PASS2PC commit/rollback, distributed transactions, recovery
streaming440PASSRow streams, batch processing, skip/take/collect
streaming_results14140PASSBackpressure, buffers, serialization, client streaming
time_series550PASSMoving average, downsampling, cumulative sum, resampling
window_functions440PASSROW_NUMBER, RANK, SUM OVER, moving avg
simd_scanner26260PASSSIMD vectorized scanning operations
simd_aggregation990PASSSIMD vectorized aggregations
simd_filter_ops752PARTIALEqual/Greater filter edge cases fail
simd_hash_ops14140PASSSIMD hash operations
simd_sort_ops14131PARTIALEmpty sort edge case fails
simd_string_ops17170PASSSIMD string operations
simd_join_ops990PASSSIMD join operations
simd_bloom_filter22220PASSSIMD bloom filter operations
simd_executor770PASSSIMD query executor
simd_memory_ops17170PASSSIMD memory operations
simd_date_ops541PARTIALDate add days off-by-one
simd_comparison_ops28280PASSSIMD comparison operations
branch_sql660PASSTemporal/branching SQL operations
jit_compiler440PASSJIT compilation for query expressions
sql_injection_security13010426PARTIALBoolean blind, time-based, encoding bypass failures
pg17_comprehensive1101082PASSJSON array index, 2PC timeout edge cases
pg17_final_35_percent88880PASSJIT, parallel query, replication, system catalogs
compression_v245432PASSFloating point precision in assertions
delta_lakehouse147--COMPILE_ERRORTests out of sync with implementation
materialized_views67--COMPILE_ERROR140 compilation errors - API mismatch
sqlserver_enhanced89881PASSTSQL parser, type system, invalid syntax edge case
storage_security1081080PASSQuery engine, LTTB, SSTable, XA participant, compression
mongodb_protocol54531PASSBSON, message handling, query operators
databricks46423PASSDelta tables, time travel, CREATE TABLE edge cases
parallel_query52502PASSPartitioning, operators, thread pool, zero rows edge case
cardinality49454PARTIALHLL estimator, accuracy thresholds too strict
udf_engine50500PASSScalar, aggregate, table UDFs, all parameter types
oracle_dml90--COMPILE_ERRORWrong import in test file
edge_ai79--COMPILE_ERROR49 errors - API out of sync
geospatial75--BUILD_ERRORMissing sqlite3 dependency for proj-sys
neuromorphic75--COMPILE_ERROR15 errors - private fields, missing fields
wasm_wasi55--COMPILE_ERRORMethod not found on Engine type
nl2sql_accuracy95--COMPILE_ERROR25 errors - schema API mismatch
distributed_optimizer57--COMPILE_ERROR20 errors - borrow checker, missing types
embeddings46460PASSCache, providers, token estimation, config
extension43430PASSpgcrypto, uuid-ossp, hstore, pg_trgm, pg_stat_statements
oracle_collections42420PASSVARRAY, nested tables, associative arrays
stored_procedures45450PASSParameters, security context, SQL data access
expression_edge_cases44431PASSOverflow, null propagation, type coercion
nl2sql_security1161106PARTIALBoolean injection bypasses, timing thresholds
cypher_executor58--COMPILE_ERROR23 errors - borrow checker
cypher_parser50--COMPILE_ERRORSame lib errors as executor
privacy_ml48--COMPILE_ERROR14 errors - Clone not implemented
window_v248--COMPILE_ERRORType mismatch in test
federated_learning44--COMPILE_ERROR73 errors - type inference
heliosdb-storage9729720PASSLSM, compaction, XA, timeseries, backup
heliosdb-cluster33330PASSRaft, health checks, replication
heliosdb-autonomous12120PASSIndex advisor, ML predictor, lifecycle
heliosdb-audit65641PARTIALAdvanced logger creation assertion
heliosdb-api60--COMPILE_ERROR12 errors - tenant config, RLS
heliosdb-deadlock-detection1141140PASSVictim selection, wait-for graph, ML predictor, visualization
heliosdb-sharding1231230PASSHash ring, jump hash, data copier, cutover, migration
heliosdb-self-healing1231230PASSSandbox, recovery actions, circuit breaker, resilience
heliosdb-rebalancer23230PASSCutover, logical replication, monitoring, strategies
heliosdb-multi-master69672PARTIALCRDT convergence, conflict detection edge cases
heliosdb-unified-cache30300PASSEviction policies, prefetcher, stampede protection
heliosdb-model-registry39390PASSModel versioning, serving, SQL interface, storage
heliosdb-rest1241240PASSRate limiting, validation, pagination, SQL injection check
heliosdb-global-cache33321PARTIALMulti-region, replication, eviction assertion
heliosdb-edge-cache24231PARTIALRouting, replication, popularity-based prefetch
heliosdb-audit-blockchain46406PARTIALIntegrity check failures in blockchain tests
heliosdb-data-quality40--COMPILE_ERROR8 errors - Distribution trait
heliosdb-adaptive-routing80--COMPILE_ERROR47 errors - lifetime issues
heliosdb-workload50--COMPILE_ERROR4 errors - missing types
heliosdb-mab-balancer30--COMPILE_ERROR3 errors - missing file
heliosdb-rl-cache40--COMPILE_ERROR12 errors - LSTM/DQN issues
heliosdb-forecasting50--BUILD_ERRORMissing libtorch dependency
heliosdb-anomaly-detection50--BUILD_ERRORMissing libtorch dependency
heliosdb-blockchain-lineage60--COMPILE_ERROR87 errors - type mismatches
heliosdb-graphql80--COMPILE_ERROR46 errors - Service trait bounds
heliosdb-safekeeper60--COMPILE_ERROR34 errors - WalRecord fields
heliosdb-prefetch50--COMPILE_ERROR35 errors - borrow issues
heliosdb-plugins40--LINK_ERROR__rust_probestack undefined
heliosdb-adaptive1741740PASSTuning advisor, query patterns, ML index recommendations
heliosdb-compression1211210PASSML training, codec selection, stats tracking
heliosdb-federated-query38380PASSFDW, query planner, optimizer, merger
heliosdb-sql-builder880PASSIdentifier validation, SQL keywords, parameters
heliosdb-audit-logging32320PASSSIEM export, blockchain, tamper-proof, retention
heliosdb-autonomous-tuning26260PASSProfiler, regression detector, Bayesian optimizer
heliosdb-edge-sync70700PASSScheduler, vector clock, compression, offline queue
heliosdb-index-advisor34340PASSROI calculation, unused detection, SQL interface
heliosdb-auto-index27270PASSML predictor, workload analyzer, cost-benefit
heliosdb-ml-tiering19190PASSCost model, migrator, policy engine, predictor
heliosdb-agents770PASSAgent creation, knowledge base, runtime
heliosdb-automl-tuning45450PASSExperiment framework, workload profiler, index advisor
heliosdb-zero-code17161PARTIALSchema parser, validator, template rendering
heliosdb-adaptive-indexing27261PARTIALPattern detector, online rebuild cancel
heliosdb-ai-schema57561PARTIALWorkload analysis, optimization, early stopping
heliosdb-ml-training76733PARTIALNeural network, polynomial features, version comparison
heliosdb-backup50--COMPILE_ERRORType annotation needed
heliosdb-lifecycle40--COMPILE_ERRORMissing crate import
heliosdb-smart-partitioning50--COMPILE_ERRORBorrow checker issues
heliosdb-schema-evolution60--COMPILE_ERRORDuplicate lang_item
heliosdb-edge-compute80--COMPILE_ERRORMethod not found
heliosdb-autonomous-indexing35--CRASHZero-initialize invalid type
heliosdb-neural-planner60--BUILD_ERRORMissing libtorch
heliosdb-fdw50--COMPILE_ERRORType annotations needed
heliosdb-dbas-code30--COMPILE_ERRORArg method not found
heliosdb-circuit-breaker22220PASSState transitions, metrics, timeout handling
heliosdb-pitr17152PARTIALLZ4 decompression, WAL segment edge cases
heliosdb-timetravel56--COMPILE_ERROR56 errors - type mismatches, missing types
heliosdb-archival14131PARTIALZstd compression assertion
heliosdb-lakehouse-delta92911PARTIALHilbert curve overflow, Z-ordering all pass
heliosdb-encryption8--COMPILE_ERRORType annotation needed in assertions
heliosdb-metrics19190PASSRegistry, collectors, handlers, server
heliosdb-telemetry29--COMPILE_ERRORMissing parking_lot crate
heliosdb-etl65614PARTIALSemantic similarity pattern matching
heliosdb-scheduler391524PARTIALCron engine, job registry persistence
heliosdb-predictive-scaling29290PASSPolicy, predictor, scaler, metrics history
heliosdb-governance33330PASSQuotas, policies, resource limits, storage
heliosdb-secrets4--COMPILE_ERRORClone trait not implemented
heliosdb-branching2--COMPILE_ERRORImport errors
heliosdb-quotas40400PASSResource tracker, scheduler, enforcement
heliosdb-onboarding---BUILD_ERRORMissing lettre feature flags
heliosdb-cost-management2--COMPILE_ERRORType mismatches
heliosdb-distributed-tracing1--COMPILE_ERRORPrivate field access
heliosdb-analytics17--COMPILE_ERRORUnresolved imports
heliosdb-fulltext37370PASSTokenizer, ranker, synonyms, indexing
heliosdb-hybrid-search23230PASSDense, sparse, fusion, reranking
heliosdb-rag20182PARTIALChunker creation, engine initialization
heliosdb-semantic55550PASSEntity extraction, query analysis, indexing
heliosdb-nl2sql11--COMPILE_ERRORSchema API mismatch
heliosdb-conversational-bi13--COMPILE_ERRORType mismatches, missing fields
heliosdb-graph19--COMPILE_ERRORIterator trait, replication errors
heliosdb-document34340PASSSchema, transactions, storage, change streams
heliosdb-multi-model23--COMPILE_ERRORBorrow checker, lifetime issues
heliosdb-webhooks27--COMPILE_ERRORMissing fields, type mismatches
heliosdb-catalog-unified5--COMPILE_ERRORAsync stream issues
heliosdb-recursive-cte15150PASSGraph traversal, cycle detection, BFS/DFS
heliosdb-parallel-agg1--COMPILE_ERRORUnresolved import
heliosdb-query-advisor14--COMPILE_ERRORUnknown fields in prediction
heliosdb-query-progress7--COMPILE_ERRORType inference issues
heliosdb-semantic-optimizer40400PASSRules, predicate pushdown, view matching
heliosdb-column-pruning990PASSColumn usage analyzer, IO reduction
heliosdb-indexes62557PARTIALBRIN, async updates, distributed maintenance
heliosdb-abac9--COMPILE_ERRORPolicy engine trait bounds
heliosdb-sso---BUILD_ERRORMissing xmlsec1 system library
heliosdb-ldap21--COMPILE_ERRORType inference, method not found
heliosdb-energy-optimizer38371PARTIALCarbon scheduler data availability
heliosdb-tenant-replication42420PASSMonitoring, pipeline, events, state
heliosdb-network51510PASSCircuit breaker, retry, timeouts, health checks
heliosdb-metadata40400PASSSchema service, Raft storage, catalog cache
heliosdb-cdc58571PARTIALWASM events batch filter assertion
heliosdb-compliance11910514PARTIALPDF generation, ISO27001, SOC2, evidence
heliosdb-pqc46424PARTIALKyber encapsulation, NIST vectors, abstraction layer
heliosdb-homomorphic14--COMPILE_ERRORIterator trait bounds
heliosdb-security-v232--COMPILE_ERRORRaw string literal parsing
heliosdb-resource-quotas36360PASSEnforcement, throttling, tracking, SQL interface
heliosdb-multi-tenant1--COMPILE_ERRORAuditLogger method not found
heliosdb-quantum11--COMPILE_ERRORTrait implementation, type inference
heliosdb-quantum-optimizer34304PARTIALGrover, annealing tunneling, quantum pipeline
heliosdb-holographic330PASSEngine creation, WebXR session, node handling
heliosdb-gql11--COMPILE_ERRORAsync closures, borrow checker
heliosdb-graph-opt35341PARTIALHistorical cost recording assertion
heliosdb-probabilistic41--COMPILE_ERRORBorrow checker, trait bounds
heliosdb-nl-schema32320PASSEntity extraction, LLM integration, type inference
heliosdb-nl-explorer14--COMPILE_ERRORUnknown fields, lifetime issues
heliosdb-nl2graph1--COMPILE_ERRORMacro parsing in lexer
heliosdb-cognitive-agents43412PARTIALSafety framework confidence thresholds
heliosdb-privacy-ml74704PARTIALEnclave sealing, CKKS parameters
heliosdb-replication1051050PASSWAL sender/receiver, lag monitor, consistency
heliosdb-federation40400PASSCross-cloud optimizer, pushdown, cache
heliosdb-multi-tenancy552431PARTIALRLS validation, quota tracking failures
heliosdb-wasm4--COMPILE_ERRORBorrow checker in memory view
heliosdb-observability4--COMPILE_ERRORPrivate field access
heliosdb-vector7--COMPILE_ERRORUnresolved imports
heliosdb-pooling1491445PARTIALPool exhaustion, timeout, connection reuse
heliosdb-multiregion1651623PARTIALReplication lag, failover edge cases
heliosdb-sovereignty24240PASSData residency, geo-fencing, compliance
heliosdb-caching1191145PARTIALCache invalidation, TTL edge cases
heliosdb-active-active48462PARTIALConflict resolution timing
heliosdb-ml80800PASSML inference, model registry, predictions
heliosdb-gpu1921857PARTIALCUDA operations, memory management
heliosdb-embedded-cloud1591581PARTIALSync edge cases
heliosdb-protocols52150615PARTIALWire protocol, TDS, MySQL compat
heliosdb-autoscale65623PARTIALScale up/down decision edge cases
heliosdb-lakehouse-iceberg2442440PASSIceberg format, metadata, snapshots
heliosdb-lakehouse28280PASSLakehouse operations, Delta Lake
heliosdb-codegen220PASSCode generation utilities
heliosdb-genomics25241PARTIALSequence analysis, genomic queries
heliosdb-blockchain-crdt22--COMPILE_ERRORIterator trait, type mismatches
heliosdb-neuromorphic3--COMPILE_ERRORNeuron model fields
heliosdb-edge2--COMPILE_ERRORSync client errors
heliosdb-edge-ai49--COMPILE_ERRORModel loading, inference API

User-Level SQL Tests (2026-01-08)

Tests executed against running HeliosDB server via PostgreSQL protocol.

FeatureTestsPassedFailedStatusNotes
Time Series (basic)431PARTIALCREATE/INSERT/ORDER BY pass; GROUP BY protocol issue
Window Functions330PASSROW_NUMBER, SUM OVER, RANK all working
Streaming/Batch220PASSLIMIT batching, COUNT validation
SIMD Aggregations770PASSCOUNT, SUM, AVG, MIN, MAX all correct on 1000-row table
SIMD Filters404FAILWHERE clause predicate evaluation errors
SIMD Sorting303FAILORDER BY returns no results
SIMD Scans202FAILColumn projection returns no results
GROUP BY101FAILProtocol D message field count mismatch
PG17 MERGE Statement101FAILSecurity validator false positive
PG17 JSON Expressions202FAILSELECT without FROM requirement
System Catalog Views505FAILpg_stat_* views return empty
Query Hints202FAILSecurity validator blocks hints
SHOW Variable101FAILStatement type not implemented

SIMD SQL Test Details (2026-01-08):

  • Server: ./target/release/heliosdb-full --postgres-port 15434
  • Test table: simd_numbers with 1000 rows (id, val1, val2, category)
  • Aggregations work correctly: SUM=500500, COUNT=1000, AVG=500.5, MIN=1, MAX=1000
  • WHERE predicates fail with “Column ID not found in schema”
  • ORDER BY/LIMIT queries return “no results to fetch”
  • LIKE expressions unsupported in current implementation

Known Issues:

  • GROUP BY with aggregates returns unexpected field count in protocol “D” message
  • Default password is password (not heliosdb)

Sub-Feature Test Results by Crate

CratePassedFailedNotes
heliosdb-vector30VECTOR(128), INSERT, SELECT all working
heliosdb-storage11Bulk INSERT works; Range scan AND fails
heliosdb-compute22SUM/AVG work; MIN/MAX together fails
heliosdb-protocols67Catalogs work; Extensions not impl
heliosdb-security02current_user/session_user need FROM
heliosdb-common11Numeric works; Special chars blocked
heliosdb-lsm11Part of storage tests

Full Build Feature Groups (20 enabled)

All 20 feature groups verified as enabled:

  • core, ai, nlp, models, tenancy, ha, scaling, research
  • lakehouse, streaming, federation, wasm, edge, observability
  • codegen, audit, cache, vector, security, replication

Core Features (minimal build)

Core features are always enabled and form the foundation of HeliosDB.

Storage Engine

FeatureTest LocationStatusCrates AffectedNotes
LSM-tree storageheliosdb_feature_tests.py::test_core_storagePASSheliosdb-storage, heliosdb-lsmINSERT/SELECT working
MVCCheliosdb_feature_tests.py::test_transactionsPASSheliosdb-storage, heliosdb-mvccBEGIN/COMMIT/ROLLBACK working
Compression-Not Testedheliosdb-compression
Commit log-Not Testedheliosdb-storageImplicit via INSERT persistence

Query Engine

FeatureTest LocationStatusCrates AffectedNotes
SQL Parsingheliosdb_feature_tests.py::test_core_storagePASSheliosdb-protocolssqlparser integration
WHERE clauseheliosdb_feature_tests.py::test_compound_wherePASSheliosdb-protocols=, <, > operators
LIMIT clauseheliosdb_feature_tests.py::test_limit_clausePASSheliosdb-protocolsRow truncation working
ORDER BYheliosdb_feature_tests.py::test_core_storagePASSheliosdb-protocolsASC sorting
Aggregates (COUNT/SUM/AVG/MIN/MAX)heliosdb_feature_tests.py::test_aggregatesPASSheliosdb-protocolsAll 5 aggregates working
Parallel execution-Not Testedheliosdb-compute
Cost-based optimization-Not Testedheliosdb-compute

DML Operations

FeatureTest LocationStatusCrates AffectedNotes
CREATE TABLEheliosdb_feature_tests.py::test_core_storagePASSheliosdb-protocolsTable creation working
INSERTheliosdb_feature_tests.py::test_core_storagePASSheliosdb-protocolsSingle and bulk inserts
UPDATEheliosdb_feature_tests.py::test_dml_operationsPASSheliosdb-protocolsSingle and multi-row
DELETEheliosdb_feature_tests.py::test_dml_operationsPASSheliosdb-protocolsRow deletion working
DROP TABLEheliosdb_feature_tests.py (cleanup)PASSheliosdb-protocolsImplicit in test setup

Data Types

FeatureTest LocationStatusCrates AffectedNotes
INT/BIGINTheliosdb_feature_tests.py::test_data_typesPASSheliosdb-protocols64-bit integers
FLOAT/DOUBLEheliosdb_feature_tests.py::test_data_typesPASSheliosdb-protocolsPrecision maintained
TEXT/VARCHARheliosdb_feature_tests.py::test_data_typesPASSheliosdb-protocolsVariable length
BOOLEANheliosdb_feature_tests.py::test_data_typesPASSheliosdb-protocolsTRUE/FALSE
TIMESTAMPheliosdb_feature_tests.py::test_data_typesPASSheliosdb-protocolsISO format
NULL handlingheliosdb_feature_tests.py::test_null_handlingPASSheliosdb-protocolsINSERT/SELECT NULL
VECTORheliosdb_feature_tests.py::test_vector_searchPASSheliosdb-vectorArray format

Multi-Protocol Support

FeatureTest LocationStatusCrates AffectedNotes
PostgreSQL wire protocolheliosdb_feature_tests.py (all)PASSheliosdb-protocolsPrimary test protocol
MySQL protocol portheliosdb_feature_tests.py::test_mysql_protocolPASSheliosdb-protocolsPort 13308 open
MySQL protocol connectionheliosdb_feature_tests.py::test_mysql_protocolPASSheliosdb-protocolsSELECT 1 works
SQL Server (TDS)-Not Testedheliosdb-protocols
HTTP REST APIheliosdb_feature_tests.py::test_http_apiPASSheliosdb-protocols/health, /status, /ready

Transactions

FeatureTest LocationStatusCrates AffectedNotes
BEGIN/COMMITheliosdb_feature_tests.py::test_transactionsPASSheliosdb-protocols, heliosdb-storageData persisted
ROLLBACKheliosdb_feature_tests.py::test_transactionsPASSheliosdb-protocols, heliosdb-storageChanges undone
SET READ COMMITTEDheliosdb_feature_tests.py::test_isolation_levelsSKIPheliosdb-storageSetTransaction not implemented
SET SERIALIZABLEheliosdb_feature_tests.py::test_isolation_levelsSKIPheliosdb-storageSetTransaction not implemented

Advanced SQL

FeatureTest LocationStatusCrates AffectedNotes
SELECT DISTINCTheliosdb_feature_tests.py::test_advanced_sqlSKIPheliosdb-protocolsNot enforced
GROUP BYheliosdb_feature_tests.py::test_advanced_sqlPASSheliosdb-protocolsReturns grouped rows
HAVINGheliosdb_feature_tests.py::test_advanced_sqlPASSheliosdb-protocolsFilter on aggregates
JOINheliosdb_feature_tests.py::test_advanced_sqlPASSheliosdb-protocolsInner join works
LIMIT OFFSETheliosdb_feature_tests.py::test_advanced_sqlPASSheliosdb-protocolsPagination works

Security

FeatureTest LocationStatusCrates AffectedNotes
Authentication (SCRAM-SHA-256)heliosdb_feature_tests.py (connect)PASSheliosdb-protocolsPassword auth
SQL injection preventionheliosdb_feature_tests.py::test_securityPASSheliosdb-protocolsInjection blocked
RBAC-Not Testedheliosdb-security
Encryption at rest-Not Testedheliosdb-security
FeatureTest LocationStatusCrates AffectedNotes
Vector storageheliosdb_feature_tests.py::test_vector_searchPASSheliosdb-vector3 vectors stored
Vector retrievalheliosdb_feature_tests.py::test_vector_searchPASSheliosdb-vector3 vectors retrieved
HNSW index-Not Testedheliosdb-vector
Similarity search-Not Testedheliosdb-vector

Performance

FeatureTest LocationStatusCrates AffectedNotes
Bulk INSERTheliosdb_feature_tests.py::test_performancePASSheliosdb-protocols100 rows in ~4s
Full table scanheliosdb_feature_tests.py::test_performancePASSheliosdb-storage100 rows in 41ms

Extended Features (require feature flags)

Feature Group Compilation Status (Full Build)

Feature GroupCompile StatusTest StatusNotes
aiENABLEDNeeds SQL testsFeature flag verified
nlpENABLEDNeeds SQL testsFeature flag verified
modelsENABLEDNeeds SQL testsFeature flag verified
tenancyENABLEDNeeds SQL testsFeature flag verified
haENABLEDNeeds SQL testsFeature flag verified
scalingENABLEDNeeds SQL testsFeature flag verified
researchENABLEDNeeds SQL testsFeature flag verified
lakehouseENABLEDNeeds SQL testsFeature flag verified
streamingENABLEDNeeds SQL testsFeature flag verified
federationENABLEDNeeds SQL testsFeature flag verified
wasmENABLEDNeeds SQL testsFeature flag verified
edgeENABLEDNeeds SQL testsFeature flag verified
observabilityENABLEDNeeds SQL testsFeature flag verified
codegenENABLEDNeeds SQL testsFeature flag verified
auditENABLEDNeeds SQL testsFeature flag verified
cacheENABLEDNeeds SQL testsFeature flag verified
vectorENABLEDCore tests passPart of core
securityENABLEDCore tests passPart of core
replicationENABLEDNeeds SQL testsFeature flag verified

AI/ML Features (ai, ai-core)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
ML model registry-Not Testedheliosdb-model-registry
AutoML tuning-Not Testedheliosdb-automl-tuning
Privacy ML-Not Testedheliosdb-privacy-ml

NLP Features (nlp)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
NL2SQL-Not Testedheliosdb-nl2sql
Conversational BI-Not Testedheliosdb-conversational-bi

High Availability (ha)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Circuit breaker-Not Testedheliosdb-circuit-breaker
Backup/restore-Not Testedheliosdb-backup
Point-in-time recovery-Not Testedheliosdb-pitr

Multi-Tenancy (tenancy)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Tenant isolation-Not Testedheliosdb-tenancy
Resource quotas-Not Testedheliosdb-quotas
Connection pooling-Not Testedheliosdb-pooling

Scaling (scaling)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Auto-scaling-Not Testedheliosdb-autoscale
Energy optimization-Not Testedheliosdb-energy-optimizer

Streaming (streaming)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
ETL pipelines-Not Testedheliosdb-etl
Stream processing-Not Testedheliosdb-streaming

Lakehouse (lakehouse)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Iceberg integration-Not Testedheliosdb-lakehouse-iceberg
Archival storage-Not Testedheliosdb-archival

Federation (federation)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Federated queries-Not Testedheliosdb-federation
Cross-database joins-Not Testedheliosdb-federation

WASM Runtime (wasm)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
WASM UDFs-Not Testedheliosdb-wasm-runtime
WASM sandboxing-Not Testedheliosdb-wasm-runtime

Edge Computing (edge)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Edge deployment-Not Testedheliosdb-edge
Offline sync-Not Testedheliosdb-edge

Observability (observability)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features
Metrics export-Not Testedheliosdb-observability
Distributed tracing-Not Testedheliosdb-observability

Code Generation (codegen)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features

Audit/Compliance (audit)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features

Intelligent Cache (cache)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features

Replication/CDC (replication)

FeatureTest LocationStatusCrates AffectedNotes
Feature group enabledcomprehensive_tests.pyPASSheliosdb-unifiedVerified in —show-features

Test Files Reference

FileLocationDescription
heliosdb_feature_tests.py/home/app/HeliosDB-DB-Clients/Main Python feature test suite
comprehensive_tests.py/home/app/HeliosDB-DB-Clients/Full build comprehensive test suite
heliosdb_subfeature_tests.py/home/app/HeliosDB-DB-Clients/Per-crate sub-feature test suite
feature_test_report.txt/home/app/HeliosDB-DB-Clients/Human-readable test report
feature_test_results.json/home/app/HeliosDB-DB-Clients/Machine-readable test results
test_report_comprehensive.txt/home/app/HeliosDB-DB-Clients/Full build test report
test_results_comprehensive.json/home/app/HeliosDB-DB-Clients/Full build test results (JSON)
subfeature_test_report.txt/home/app/HeliosDB-DB-Clients/Sub-feature test report
subfeature_test_results.json/home/app/HeliosDB-DB-Clients/Sub-feature test results (JSON)

Build Commands

Terminal window
# Core/minimal build (default)
cargo build --release -p heliosdb-unified
# Full build (all stable features)
cargo build --release -p heliosdb-unified --features full
# Specific feature group
cargo build --release -p heliosdb-unified --features "minimal,ai-core"

Test Execution History

DateBuild TypeTests RunPassedFailedNotes
2026-01-09Batch 9 (Scaling/Protocols/Edge/Lakehouse)1821177942protocols (521), lakehouse-iceberg (244), gpu (192), multiregion (165), embedded-cloud (159), pooling (149), caching (119), ml (80), autoscale (65), etc.
2026-01-09Batch 8 (Research/Security/NL/Federation)55745751replication (105), federation (40), privacy-ml (70), cognitive-agents (41), etc.
2026-01-08Batch 7 (HA/Lakehouse/Security/Vector)102396657network (51), semantic (55), compliance (119), metadata (40), etc.
2026-01-08Batch 6 (Crates)81177338adaptive (174), compression (121), edge-sync (70), etc.
2026-01-08Batch 5 (Crates)75574411deadlock (114), sharding (123), self-healing (123), rest (124), etc.
2026-01-08Batch 4 (Storage/Cluster)108210811heliosdb-storage (972), cluster (33), autonomous (12), audit (65)
2026-01-08Stored Procedures45450All parameter modes, security contexts
2026-01-08NL2SQL Security1161106Boolean injection bypasses
2026-01-08Expression Edge Cases44431Evaluation statistics
2026-01-08Oracle Collections42420VARRAY, nested tables, associative arrays
2026-01-08Extensions43430All builtin extensions
2026-01-08Embeddings46460Cache, providers, config
2026-01-08UDF Engine50500All WASM UDF types, parameters
2026-01-08Cardinality49454HLL accuracy thresholds
2026-01-08Parallel Query52502Zero rows edge case
2026-01-08Databricks46423CREATE TABLE variations
2026-01-08MongoDB Protocol54531JavaScript with scope
2026-01-08Storage Security1081080All pass
2026-01-08SQL Server89881Invalid syntax edge case
2026-01-08PG17 SQL End-User15411MERGE/hints blocked by security validator
2026-01-08Compression Unit Tests45432Float precision in assertions
2026-01-08PG17 Comprehensive1981962JSON array index, 2PC timeout
2026-01-08SQL Injection Security13010426Boolean blind, time-based bypasses
2026-01-08Delta Lakehouse147--COMPILE ERROR - tests out of sync
2026-01-08Materialized Views67--COMPILE ERROR - 140 errors
2026-01-08SIMD SQL End-User221210Aggregations pass, filters/sorts fail
2026-01-08SIMD Unit Tests1761724All SIMD modules, minor edge case failures
2026-01-08Branch/JIT Unit Tests10100branch_sql (6) + jit_compiler (4)
2026-01-08Streaming Unit Tests18180streaming (4) + streaming_results (14)
2026-01-08Time/Window Unit Tests990time_series (5) + window_functions (4)
2026-01-08XA/Online Agg Unit Tests23230xa_transactions (17) + online_aggregation (6)
2026-01-07Sub-feature tests221210Per-crate sub-feature testing
2026-01-07Full (comprehensive)3530320 feature groups verified; PG/HTTP ports issue
2026-01-07Core (minimal)40370Expanded tests: MySQL, Advanced SQL, Isolation
2026-01-07Core (minimal)31310Initial core features verified
2026-01-07Full31310All tests passing after LIMIT fix

Known Issues

IssueStatusAffected TestsNotes
WHERE predicates failOpenSIMD Filter SQL tests”Column ID not found in schema”
ORDER BY returns emptyOpenSIMD Sort SQL tests”no results to fetch”
Column projection failsOpenSIMD Scan SQL testsSELECT columns returns empty
SIMD filter edge casesOpensimd_filter_ops unit testsEpsilon/greater tests fail
SIMD empty sortOpensimd_sort_ops unit testsEmpty array edge case
SIMD date arithmeticOpensimd_date_ops unit testsOff-by-one in date_add_days
Delta Lakehouse tests brokenOpencomprehensive_delta_tests23 compile errors - API out of sync
Materialized Views tests brokenOpenunit_tests140 compile errors - API mismatch
Security validator false positivesOpenMERGE, query hintsBlocks valid SQL features
SQL injection gapsOpensecurity tests26 bypasses: boolean blind, time-based, encoding
SELECT DISTINCT not enforcedOpentest_advanced_sqlReturns all rows
SET TRANSACTION not supportedOpentest_isolation_levelsStatement type not implemented
PostgreSQL port 15432 not listeningOpenFull build testsMay be config issue
HTTP port 18443 not listeningOpenFull build testsMay be config issue
MySQL auth issueOpenFull build testsPort open but access denied
CREATE EXTENSION not supportedOpentest_create_extension_*Statement type not implemented
Range scan with AND failsOpentest_range_scan”Expected column identifier”
MIN/MAX together in SELECTOpentest_aggregate_min_maxReturns invalid format
GROUP BY returns wrong countOpentest_group_byExpected 3 groups, got 1
SELECT current_user needs FROMOpentest_current_userPG function without FROM
SELECT now() needs FROMOpentest_now_functionPG function without FROM
Special chars blocked as injectionOpentest_text_handling@#$%^&*() flagged
information_schema blockedOpentest_information_schemaSecurity validator blocks

Full Build Protocol Status

ProtocolPortListeningConnectionNotes
PostgreSQL15432NON/APort not bound in full build
MySQL13306YESFAILAccess denied error
HTTP/REST18443NON/APort not bound in full build
SQL Server (TDS)1433YESNot testedPort listening

Next Steps

  1. Build and test with core-only (minimal) features DONE
  2. Build and test with full features DONE (20/20 groups enabled)
  3. Add sub-feature tests per crate DONE (22 tests, 12 passed)
  4. Fix range scan with AND conditions (parser issue)
  5. Implement SELECT current_user / session_user / now() without FROM
  6. Fix MIN/MAX together in SELECT (returns invalid format)
  7. Fix GROUP BY aggregate counting
  8. Implement CREATE EXTENSION statement
  9. Adjust security validator to allow special chars in strings
  10. Add SQL-level tests for extended features (NL2SQL, Federation, etc.)
  11. Investigate PostgreSQL/HTTP port binding issues