Timelaketimelake
DocsBenchmarksRoadmapSpecContribute
Apache 2.0 ·
Roadmap

DoneIn progressPlanned

Tables and storage

Done:1. Iceberg tablesDone:2. CommitsDone:3. Object-store catalogIn progress:4. Time-series table contractIn progress:5. File layout and encodingsIn progress:6. Last-value indexDone:7. One-request table state and version checksDone:8. Table format versions and upgradesDone:9. SettingsPlanned:10. Supplemental timestamps

Writing

Done:11. AppendsDone:12. Late data and dedup on readDone:13. Writes from WebAssemblyPlanned:14. Hot tier and seconds-fresh readsPlanned:15. BackfillIn progress:16. Import and migrationPlanned:17. DeletesPlanned:18. GDPR erasure

Maintenance

Done:19. CompactionIn progress:20. Maintenance runs, retention and expiry

Reading

In progress:21. Timelake readerDone:22. Block cacheDone:23. Filter pushdownDone:24. Pruning with long IN listsDone:25. Newest-first scansDone:26. Scans in series orderDone:27. Materialized rollups

SQL functions

In progress:28. Function libraryDone:29. Time buckets and gap fillingDone:30. Signal aggregatesDone:31. Downsampling with m4

Integrations

Planned:32. REST catalogPlanned:33. DuckDB extensionPlanned:34. Snowflake connectionPlanned:35. Multitenancy

Services

Planned:36. Ingestion and rulesPlanned:37. Data to eventsPlanned:38. Static read modelsPlanned:39. Computed metricsPlanned:40. Agent access with permission setsPlanned:41. Device syncPlanned:42. Edge gatewayPlanned:43. Server mode

Benchmarks

In progress:44. Benchmark harness: timebenchIn progress:45. Industrial IoT benchmarkPlanned:46. Agent benchmark

Background

ArchitectureDeployment and cost modelEmbedded engine: DataFusionLandscape and positioningLicense and open corePurpose and requirementsReleases
TimelaketimelakeThe open time-series lakehouse.
v0 · Apache 2.0 · Contribute · GitHubBuilt on Apache Arrow, Apache DataFusion, Apache Parquet, and Apache Iceberg.
DocsBenchmarksRoadmapSpecContribute

Spec 42 · Services

Edge gateway

PlannedUpdated 2026-10-13View on GitHub
Versions
Not released yet
Roadmap
Edge and devices
Related
36. Ingestion and rules, 41. Device sync, 43. Server mode

Summary

A single binary on site that devices send data, metrics, logs and blobs to, which buffers and forwards to the lake, runs rules locally, and serves recent data from its cache when the uplink is down.

Design

A single binary on site (factory, vessel, rig, substation) that devices send data to on the local network. Devices only need to reach the gateway; the gateway knows how to reach the cloud.

  • Local endpoints for every kind of data:
    • device and IoT data: MQTT (built-in broker or bridge), HTTP JSON, InfluxDB line protocol; Sparkplug B and OPC-UA later;
    • metrics: OTLP and Prometheus remote write;
    • logs: OTLP logs and syslog, stored as time-partitioned log tables (queryable by time, device and level; full-text search stays a non-goal, purpose and requirements);
    • blobs (images, vibration captures, files): an S3-compatible upload endpoint. The file goes to the bucket as an object, and a row in a blob index table records time, device, key, size and type, so blobs can be found by device and time range like any other series.
  • Discovery: devices find the gateway by a fixed local name (mDNS), so device config doesn't change between sites.
  • Buffering: everything is written to the gateway's disk first and forwarded when the uplink allows (the same store-and-forward as F6). It is also the committer for devices that sync through it.
  • Serving from the local cache: recent data stays on the gateway, and the gateway answers queries locally (the same reader and SQL), so local HMIs, dashboards and machines keep working when the uplink is down. Queries for older data are read through to the lake and cached.
  • Rules at the edge: the gateway runs the ingest pipeline (spec 36), so alarms fire locally even when offline, and are also forwarded as events (F3).
  • Security: devices authenticate to the gateway; only the gateway holds cloud credentials, scoped to its site.
  • This turns the "edge binary" deployment form in spec 36 into a product.

Open questions and issues

  • #117 Question: device sync and the edge gateway, open source or premium

History

  • 2026-10-13: planned (F7, SPEC.md §21.7)
  • 2026-10-19: moved from SPEC.md into its own spec.
  • 2026-10-19: specs regrouped one per feature, with milestones on the roadmap.