Fixed issue where unexpected behavior was seen when trying to drop an unbounded range in a table using hash and range partitioned schema and created in Kudu 1.16.0 or earlier (see KUDU-3515).

Upgraded 3rd-party libunwind to fix issues seen with aarch64, in particular Graviton3 instances.

Fixed issue where flushing of data in batches causes index out of bound exception if the table schema has changed (see KUDU-3483).

Fixed crash of Kudu servers when system time is being synchronized by PTPd (see KUDU-3521).

Fixed file descriptor leak issue when issues are encountered during encryption-at-rest (see KUDU-3520).

Fixed bug in range-aware tablet replica placement causing Kudu master to crash (see KUDU-3532).

Fixed NPE thrown by Kudu Java client when establishing a connection to a Kudu server in busy clusters.

Fixed issue when changing multi-master configuration through kudu command line tools (see KUDU-3491).

Do not expose non-arithmetic gauges via Prometheus metrics. (see KUDU-3549).

Optimizations around tombstoned tablets to reduce resource usage in specific scenarios (see KUDU-3486 and KUDU-3535).

Fixed the IN-list predicate pruning to get the right hash schema based on specific partition’s lower bound key (see KUDU-3564).

Fixed the issue of unexpectedly setting a newly added column cell to its default value when a C++ client application was using stale table schema (see KUDU-3495).

Fixed scan issues where an unexpected predicate was introduced (see KUDU-3518).

Upgraded Netty to version 4.1.110.Final, addressing the well-known CVE.

Removed the dependency on sse2neon by rewriting SSE2 and AVX code with native NEON instructions.

Upgraded 3rd-party curl to version 8.4.0.

Upgraded 3rd-party gperftools to version 2.13.

Fixed integer overflow in available space metrics (see KUDU-3562).

Fixed an issue where altering the number of columns in tables with per-range hash schemas causes the table to become unusable (see KUDU-3577).

Fixed heap-use-after-free and data races in MajorDeltaCompactionOp when AlterTablet is running (see KUDU-3570).

Fixed data race in CFileSet::Iterator::OptimizePKPredicates() (see KUDU-3569).

Fixed memory barriers in concurrent binary tree implementation which causes failures in ARM platform as ARM allows stores to memory locations not necessarily in program order.

Fixed an issue where major compactions would fail on empty rowsets due to a regression from a previous fix (see KUDU-3619).

Fixed heap-use-after-free and undefined behavior in OpDriver (see KUDU-3620).

Added support for Python versions 3.9 and 3.10.

Simplified setting up of Kudu Python client by automatically installing the supported version of Cython during the setup process.

Implemented code changes to address the compiler bugs introduced in g10 and g11 (see commit).

Fixed docker scripts for Ubuntu 22.04 and later to use Python3 to deal with the Python package name changes.

Discontinued support for Python verions 3.0 to 3.5.

TLSv1.2 is the minimum TLS protocol version that newer Kudu clients are able to use for secure Kudu RPC. The newer clients are not able to communicate with servers built and run with OpenSSL of versions prior to 1.0.1. If such a Kudu cluster is running on a deprecated OS versions (e.g., RHEL/CentOS 6.4), the following options are available to work around the incompatibility:

TLSv1.2 is the minimum TLS protocol version that newer Kudu servers are able to use for secure Kudu RPC. The newer servers are not able to communicate using secure Kudu RPC with Kudu C++ client applications linked with libkudu_client library built against OpenSSL of versions prior to 1.0.1 or with Java client applications run with outdated Java runtime that doesn’t support TLSv1.2. The following options are available to work around this incompatibility:

Kudu now supports encrypting data at rest. Kudu supports AES-128-CTR, AES-192-CTR, and AES-256-CTR ciphers to encrypt data, supports Apache Ranger KMS and Apache Hadoop KMS. See Data at rest for more details.

Kudu now supports range-specific hash schemas for tables. It’s now possible to add ranges with their own unique hash schema independent of the table-wide hash schema. This can be done at table creation time and while altering the table. It’s controlled by the --enable_per_range_hash_schemas master flag which is enabled by default (see KUDU-2671).

Kudu now supports soft-deleted tables. Kudu keeps a soft-deleted table aside for a period of time (a.k.a. reservation), not purging the data yet. The table can be restored/recalled back before its reservation expires. The reservation period can be customized via Kudu client API upon soft-deleting the table. The default reservation period is controlled by the --default_deleted_table_reserve_seconds master’s flag. NOTE: As of Kudu 1.17 release, the soft-delete functionality is not supported when HMS integration is enabled, but this should be addressed in a future release (see KUDU-3326).

Introduced Auto-Incrementing column. An auto-incrementing column is populated on the server side with a monotonically increasing counter. The counter is local to every tablet, i.e. each tablet has a separate auto incrementing counter (see KUDU-1945).

Kudu now supports experimental non-unique primary key. When a table with non-unique primary key is created, an Auto-Incrementing column named auto_incrementing_id is added automatically to the table as the key column. The non-unique key columns and the Auto-Incrementing column together form the effective primary key (see KUDU-1945).

Introduced Immutable column. It’s useful to represent a semantically constant entity (see KUDU-3353).

An experimental feature is added to Kudu that allows it to automatically rebalance tablet leader replicas among tablet servers. The background task can be enabled by setting the --auto_leader_rebalancing_enabled flag on the Kudu masters. By default, the flag is set to 'false' (see KUDU-3390).

Introduced an experimental feature: authentication of Kudu client applications to Kudu servers using JSON Web Tokens (JWT). The JWT-based authentication can be used as an alternative to Kerberos authentication for Kudu applications running at edge nodes where configuring Kerberos might be cumbersome. Similar to Kerberos credentials, a JWT is considered a primary client’s credentials. The server-side capability of JWT-based authentication is controlled by the --enable_jwt_token_auth flag (set 'false' by default). When the flat set to 'true', a Kudu server is capable of authenticating Kudu clients using the JWT provided by the client during RPC connection negotiation. From its side, a Kudu client authenticates a Kudu server by verifying its TLS certificate. For the latter to succeed, the client should use Kudu client API to add the cluster’s IPKI CA certificate into the list of trusted certificates.

The C++ client scan token builder can now create multiple tokens per tablet. So, it’s now possible to dynamically scale the set of readers/scanners fetching data from a Kudu table in parallel. To use this functionality, use the newly introduced SetSplitSizeBytes() method of the Kudu client API to specify how many bytes of data each token should scan (see KUDU-3393).

Kudu’s default replica placement algorithm is now range and table aware to prevent hotspotting unlike the old power of two choices algorithm. New replicas from the same range are spread evenly across available tablet servers, the table the range belongs to is used as a tiebreaker (see KUDU-3476).

Statistics on various write operations is now available via Kudu client API at the session level (see KUDU-3351, KUDU-3365).

Kudu now exposes all its metrics except for string gauges in Prometheus format via the embedded webserver’s /metrics_prometheus endpoint (see KUDU-3375).

It’s now possible to deploy Kudu clusters in an internal network (e.g. in K8S environment) and avoid internal traffic (i.e. tservers and masters) using advertised addresses and allow Kudu clients running in external networks. This can be achieved by customizing the setting for the newly introduced --rpc_proxy_advertised_addresses and --rpc_proxied_addresses server flags. This might be useful in various scenarios where Kudu cluster is running in an internal network behind a firewall, but Kudu clients are running at the other side of the firewall using JWT to authenticate to Kudu servers, and the RPC traffic between to the Kudu cluster is forwarded through a TCP/SOCKS proxy (see KUDU-3357).

It’s now possible to clean up metadata for deleted tables/tablets from Kudu master’s in-memory map and the sys.catalog table. This is useful in reducing the memory consumption and bootstrap time for masters. This can be achieved by customizing the setting for the newly introduced --enable_metadata_cleanup_for_deleted_tables_and_tablets and --metadata_for_deleted_table_and_tablet_reserved_secs kudu-master’s flags.

It’s now possible to perform range rebalancing for a single table per run in the kudu cluster rebalance CLI tool by setting the newly introduced --enable_range_rebalancing tool flag. This is useful to address various hot-spotting issues when too many tablet replicas from the same range (but different hash buckets) were placed at the same tablet server. The hot-spotting issue in tablet replica placement should be address in a follow-up releases, see KUDU-3476 for details.

It’s now possible to compact log container metadata files at runtime. This is useful in reclaiming the disk space once the container becomes full. This feature can be turned on/off by customizing the setting for the newly introduced --log_container_metadata_runtime_compact kudu-tserver flag (see KUDU-3318).

New CLI tools kudu master/tserver set_flag_for_all are added to update flags for all masters and tablet servers in a Kudu cluster at once.

A new CLI tool kudu local_replica copy_from_local is added to copy tablet replicas' data at the filesystem level. It can be used when adding disks and for quick rebalancing of data between disks, or can be used when migrating data from one data directory to the other. It will make data more dense than data on old data directories too.

A new CLI tool kudu diagnose parse_metrics is added to parse metrics out of diagnostic logs (see KUDU-2353).

A new CLI tool kudu local_replica tmeta delete_rowsets is added to delete rowsets from the tablet.

A sanity check has been added to detect wall clock jumps, it is controlled by the newly introduced --wall_clock_jump_detection and --wall_clock_jump_threshold_sec flags. That should help to address issues reported in KUDU-2906.

Reduce the memory consumption if there are frequent alter schema operations for tablet servers (see KUDU-3197).

Reduce the memory consumption by implementing memory budgeting for performing RowSet merge compactions (i.e. CompactRowSetsOp maintenance operations). Several flags have been introduced, while the --rowset_compaction_memory_estimate_enabled flag indicates whether to check for available memory necessary to run CompactRowSetsOp maintenance operations (see KUDU-3406).

Optimized evaluating in-list predicates based on RowSet PK bounds. A tablet server can now effectively skip rows when the predicate is on a non-prefix part of the primary key and the leading columns' cardinality is 1 (see KUDU-1644).

Speed up CLI tool kudu cluster rebalance to run intra-location rebalancing in parallel for location-aware Kudu cluster. Theoretically, running intra-location rebalancing in parallel might shorten the runtime by N times compared with running sequentially, where N is the number of locations in a Kudu cluster. This can be achieved by customizing the setting for the newly introduced --intra_location_rebalancing_concurrency flag.

Two new flags --show_tablet_partition_info and --show_hash_partition_info have been introduced for the kudu table list CLI tool to show the corresponding relationship between partitions and tablet ids, and it’s possible to specify the output format by specifying --list_table_output_format flag.

A new flag --create_table_replication_factor has been introduced for the kudu table copy CLI tool to specify the replication factor for the destination table.

A new flag --create_table_hash_bucket_nums has been introduced for the kudu table copy CLI tool to specify the number of hash buckets in each hash dimension for the destination table.

A new flag --tables has been introduced for the kudu master unsafe_rebuild CLI tool to rebuild the metadata of specified tables on Kudu master, and it has no effect on the other tables.

A new flag --fault_tolerant has been introduced for the kudu table copy/scan and kudu perf table_scan CLI tool to make the scanner fault-tolerant and the results returned in primary key order per-tablet.

A new flag --show_column_comment has been introduced for the kudu table describe CLI tool to show column comments.

A new flag --current_leader_uuid has been introduced for the kudu tablet leader_step_down CLI tool to conveniently step down leader replica using a given UUID.

A new flag --use_readable_format has been introduced for the kudu local_replica dump rowset CLI tool to indicate whether to dump the primary key in human readable format. Besides, another flag --dump_primary_key_bounds_only has been introduced to this tool to indicate whether to dump rowset primary key bounds only.

A new flag --tables has been introduced for the kudu local_replica delete CLI tool to conveniently delete multiple tablets by table name.

It’s now possible to specify owner and comment fields when using the kudu table create CLI tool to create tables.

It’s now possible to use the kudu local_replica copy_from_remote CLI tool to copy tablets in a batch.

It’s now possible to enable or disable auto rebalancer by setting --auto_rebalancing_enabled flag to Kudu master at runtime.

It’s now possible for kudu tserver/master get_flags CLI tool to filter flags even if the server side doesn’t support flags filter function (the latter is for Kudu servers of releases prior to 1.12).

Added a CSP (Content Security Policy) header to prevent security scanners flagging Kudu’s web UI as vulnerable.

A separated section has been introduced to include all non-default flags specially on path /varz of Kudu’s web UI.

A separated section has been introduced to show slow scans on path /scans of Kudu’s web UI, it can be enabled by tweaking the --show_slow_scans flag for tablet servers. A scan is called 'slow' if it takes more time than defined by --slow_scanner_threshold_ms.

A new Data retained column has been introduced to the Non-running operations section to indicate the approximate amount of disk space that would be freed on path /maintenance-manager of Kudu’s web UI.

The default value of tablet history retention time (controlled by --tablet_history_max_age_sec flag) on Kudu master has been reduced from 7 days to 5 minutes. It’s not necessary to keep such a long history of the system tablet since masters always scan data at the latest available snapshot.

Kudu can now be built and run on Apple M chips and macOS 11, 12. As with prior releases, Kudu’s support for macOS is experimental, and should only be used for development.

Fixed an issue where historical MVCC data older than the ancient history mark (configured by --tablet_history_max_age_sec) that had only DELETE operations wouldn’t be compacted correctly. As a result, the ancient history data could not be GCed if the tablet had been created by Kudu servers of releases prior to 1.10 (those versions did not support live row counting) (see KUDU-3367).

Fixed an issue where the Kudu server could potentially crash on malicious negotiation attempts.

Fixed a bug when a Kudu tablet server started under an OS account that had no permission to access tablet metadata files would stuck in the tablet bootstrapping phase (see KUDU-3419).

Fixed a bug in the C++ client where toggling SetFaultTolerant(false) would not work.

Fixed a bug in the C++ client where toggling KuduScanner::SetSelection() would not work.

Fixed a bug in the Java client where under certain conditions same rows would be returned multiple times even if the scanner was configured to be fault-tolerant.

Fixed a bug in the Java client where the last propagated timestamp and resource metrics would not be updated in subsequent scan responses.

Fixed a bug in the Java client where it would not invalidate stale locations of the leader master.

Fixed a bug in the Kudu HMS client that was causing failures when scanning Kudu tables from Hive (see KUDU-3401).

Fixed a bug where the kudu table copy CLI tool would fail copying an unpartitioned table.

Fixed a bug where the kudu master unsafe_rebuild CLI tool would rebuild the system catalog with outdated schemas of tables that were unhealthy during the rebuild process.

Fixed a bug where kudu table copy failed to copy tables that had STRING, BINARY or VARCHAR type of columns in their range keys (see KUDU-3306).

Fixed a bug of the kudu table copy CLI tool crashing if encountering an error while copying rows to the destination table. The tool now exits gracefully and provides additional information for troubleshooting in such a condition.

Fixed a bug where the kudu local_replica list CLI tool would crash if the --list_detail flag was enabled.

Fixed a bug when a sub-process running Ranger client would crash when receiving a oversized message from Kudu master. With the fix, each peer communicating via the Subprocess protocol now discards an oversized message, logs about the issue, and clears the channel, and is able to receive further messages after encountering such a condition.

Fixed a bug when a Kudu application linked with kudu_client library would crash with SIGILL if running on a machine lacking SSE4.2 support (see KUDU-3248).

Fixed a bug where the subprocess crashes in case of receiving large messages from the Kudu master when the pipe gets full to transport the entire message in one go or when there is a delay in sending from the master (see KUDU-3489).

Kudu 1.17 clients may connect to servers running Kudu 1.0 or later. If the client uses features that are not available on the target server, an error will be returned.

Rolling upgrade between Kudu 1.16 and Kudu 1.17 servers is believed to be possible though has not been sufficiently tested. Users are encouraged to shut down all nodes in the cluster, upgrade the software, and then restart the daemons on the new version.

Kudu 1.0 clients may connect to servers running Kudu 1.17 with the exception of the below-mentioned restrictions regarding secure clusters.

If a Kudu 1.17 cluster is configured with authentication or encryption set to "required", clients older than Kudu 1.3 will be unable to connect.

If a Kudu 1.17 cluster is configured with authentication and encryption set to "optional" or "disabled", older clients will still be able to connect.

Ashwani Raina

Hari Reddy

Kurt Deschler

Marton Greber

Song Jiacheng

Zoltan Martonka

bsglz

mammadli.khazar

wzhou-code

xinghuayu007

xlwh

Ádám Bakai

Kudu Website

Kudu GitHub Repository

Kudu Documentation

Release notes for older releases

Kudu Quickstart

Installing Kudu

Configuring Kudu