Timeplus Enterprise 3.3

Key Highlights

Key highlights of the Timeplus 3.3 release include:

1. New backup and recovery capabilities: a stream tool for stream data recovery and backup/restore, sequence-aware backup and recovery controls, plus more resilient recovery paths with incremental commit replay and self-healing from torn WAL tails.
2. Smarter cluster workload balancing: stream-shard leader rebalancing and a reliable workload rebalancer for materialized views, with new SYSTEM TRANSFER SCHED MATERIALIZED VIEW / SYSTEM REBALANCE SCHED MATERIALIZED VIEWS commands and configurable scheduling policies.
3. Major Python UDF upgrades: embedded CPython migrated to 3.14 free-threaded with improved observability, UDF init hooks via SETTINGS, and automatic package reconciliation from S3-hosted requirements.txt.
4. Faster and leaner startup and recovery: lazy-loaded primary key index to bound startup memory, memory-pressure interventions to prevent materialized-view reboot recovery storms, and containment of single-table startup failures.
5. Streaming SQL enhancements: streaming LEFT ANTI JOIN, SHUFFLE BY propagation through CTE/subquery boundaries, shard pruning for IN-subqueries, and a new offsets-only checkpoint mode.
6. Broad stability and correctness hardening across Raft replication, checkpoints, mutable streams, Kafka sources, and memory accounting.

Supported OS

Deployment Type	OS
Linux bare metal	x64 or ARM chips: Ubuntu 20.04+, RHEL 8+, Fedora 35+, Amazon Linux 2023
Mac bare metal	Intel or Apple chips: macOS 14, macOS 15
Kubernetes	Kubernetes 1.25+, with Helm 3.12+

Releases

We recommend using stable releases for production deployment. Engineering builds are available for testing and evaluation purposes.

3.3.1

Released on 08-01-2026. Installation options:

• For Linux or Mac users: Downloads
• For Docker users (not recommended for production): docker run -p 8000:8000 docker.timeplus.com/timeplus/timeplus-enterprise:3.3.1
• For Kubernetes users: helm install timeplus/timeplus-enterprise --version 13.0.6

Component versions:

• timeplusd 3.3.1
• timeplus_appserver 3.3.1
• timeplus_connector 3.1.0
• timeplus cli 3.0.0
• timeplus byoc 1.0.1-rc.2

Changelog

This release consolidates all timeplusd changes from 3.2.11 through 3.3.1.

Features and Enhancements

• Add sequence-aware backup and recovery controls (#12274)
• Enable SYSTEM STOP and START MOVES (#12270)
• Add stream tool for stream data recovery and backup/restore (#12267)
• Tolerate corrupted checkpoint lease and keep it renewed during recovery (#12266)
• Contain single-table startup failure, raise broken-parts bytes threshold, shard-attributed load logs (#12264)
• Lazy-load primary key index to bound startup memory (#12250)
• Migrate embedded CPython to 3.14 free-threaded + FT observability (#11852)
• Memory-pressure interventions for materialized-view reboot recovery storm (#12219)
• MergeTree global merge settings (#12224)
• Propagate SHUFFLE BY through CTE/subquery boundaries (#12129)
• Stream-shard leader rebalancing — config + balancing core (#12204/#12215)
• Reliable workload rebalancer for Raft materialized views + manual trigger (#12204/#12205)
• Support Python UDF init hooks via SETTINGS (#12198)
• SYSTEM TRANSFER SCHED MATERIALIZED VIEW (#12189/#12201)
• SYSTEM REBALANCE SCHED MATERIALIZED VIEWS - manual rebalance trigger (#12200)
• Schedule policy (#12196)
• Reconcile Python UDF packages from S3-hosted requirements.txt (#12186/#12187)
• Throttle repeated Kafka broker outage warnings (#12191/#12194)
• Support flush hook in Python external stream sink (#12183/#12184)
• Refine merge settings (#12178)
• Prefer not to merge settings (#12161)
• Add offsets-only checkpoint mode (#11753)
• Enhance stall detection (#12074)
• Enable shard pruning for IN-subquery and literal tuple-IN (#12139)
• Support NATS NKey authentication (#12120)
• Support streaming LEFT ANTI JOIN (#12119)
• Support setting JWT and seed content in settings (#12116)
• Block mutable stream secondary index creation for unsupported key expressions (#12113)
• Refresh QueryScope per build to clear phantom memory_tracker amount (#12096)
• Unblock metric tick from S3 LIST + TTL cache historical-store size (#12052)
• Enable vertical merge for wide part (#12057)

Bug Fixes

• Decode pip output as UTF-8 instead of the locale encoding (#12293)
• Keep -1/+1 consecutive pair contiguous through the shard merge (#12234)
• Stage pip into the Python asset so package install works (#12285)
• Sync executor with upstream and back off merge selection after memory-limited failures (#12247)
• Clamp negative low_sn to 0 when logging processed_sn fallback (#12277)
• Fix SYSTEM STOP MERGES segfault on streams without local historical storage (#12268)
• Bound hydrated bytes parked in shared storage fetch batches (#12262)
• Fix silent data loss when Raft proposals are dropped during no-leader windows (#12260)
• Fix JS UDF dictionary getValue/batchGetValues missing-key handling (#12253)
• Fix stream recovery replay with incremental commits (#12251)
• Stop torn-tail recovery from inverting a loglet (#12238)
• Stop the historical-recovery OOM crash-loop at write, load, and recover (#12237)
• Gate retention on a real applied-SN (#12228)
• Rebind prefix-range slices after merge (#12230)
• Reduce default TTL of high-frequency metric logs (#12226)
• Override isReady() to gate materialized view builds on schema readiness (#12222)
• Check attributes existence before JSON extraction (#12216)
• Mitigate Protobuf map-entry issue for Confluent schema registry (#12211)
• Manual rebalance trigger: immediate task is not a scheduling failure (#12208)
• Deterministic per-stream tie-break to remove low-node-ID placement bias (#12207)
• Use the shard's storage when listing active parts in system.parts (#12192, #12193)
• Roll back torn WAL tail on partial write under ENOSPC (#12185)
• Throw bad_alloc on failed ByteVector allocation instead of NULL dereference (#12181)
• Suppress phantom changelog rows in multishard memory aggregation (#12162)
• Restore data_version on StoragePolicyDescriptor deserialize (#12170)
• Drop spurious "Profile counters are not set" warning (#12166)
• Clone inner_query and serialize lazy semantic init (#12152)
• EMIT ON UPDATE no longer drops updates when +1 partner is filtered to empty (#12126)
• Direct join honors nullable left keys (#12143)
• Enforce NAMED_COLLECTION access in settings merge (#12151)
• Fix DROP DATABASE CASCADE failure when alerts exist (#12130, #12158)
• Self-heal NativeLog replica from torn-WAL inconsistency instead of crash-looping (#12156)
• Restore min_size_to_keep floor for metadata and checkpoint logs (#12137)
• Make version_column + TTL safe (#11991)
• Cap delayed write streams for parallel-write disks (#12123)
• Background NativeLog commit no longer throws TOO_MANY_PARTS (#12112)
• Skip filter and expression fusion when child carries substream-aware stateful functions (#12111)
• Bump V8 and cherry-pick ARM64 64K-page fixes (#12105)
• Apply proposed librdkafka fix for improved Kafka stability (#12103)
• Fix Pulsar health check and ddl_index/named_collection issues (#12088)
• Fix mutable stream file descriptor leak (#12093)
• Align DNSResolver throw type with upstream (#12087)
• Fix incorrect alert dependency tracking behavior (#12080)
• Resolve Python interpreter symlinks recursively (#12081)
• Fix Kafka client race between shutdown() and read() (#12078)
• Fix mutable stream corruption after adding an index and rebooting (#12070)
• Probe builtin views via system.stream_shards (#12047)
• Retry on Poco::Exception in ReadBufferFromS3::nextImpl (#12041)
• Fix hanging issue when recreating Kafka consumer (#12038)
• Gate OTel external stream on USE_GRPC (#12032)
• Fix data race in getting watermark (#12031)