Release Notes#

v0.6.7 Release Notes#

Features#

  • Support importing and exporting data from/to Hive (@2778 @vagetablechicken)

  • Improve the module of autofe (#2777 @vagetablechicken)

  • Improve error messages of the TaskManager client (#2780 @vagetablechicken)

  • Improve the documents (#2781 @zhanghaohit, #2767 #2792 @vagetablechicken, #2805 @selenachenjingxin, #2810 @dl239)

Bug Fixes#

  • Python SDK workflow may fail on MacOS. (#2783 @vagetablechicken, #2788 @dl239)

  • There are syntax errors in some log messages. (@2770 dl239)

  • Installing Python SDK requires unnessary packages. (#2791 @vagetablechicken)

v0.6.6 Release Notes#

Features#

  • Support the new build-in function hash64 (#2754 @aceforeverd)

  • Improve the documents (#2763 @dl239, #2610 #2606 @michelle-qinqin)

Bug Fixes#

  • pytest command is not found in the MacOS virtual machine. (#2765 @tobegit3hub)

  • Wrong output schema passes to the WindowAggRunner. (#2758 @aceforeverd)

  • There are no outputs when executing showopstatus command if no database is specified (#2773 @dl239)

  • The data recovery tool fails in some cases (#2768 @dl239)

v0.6.5 Release Notes#

Features#

  • Optimize the distribution of table partitions (#2701 @jkpjkpjkp)

  • Add a new workflow to generate the documents of built-in functions automatically (#2709 #2729 @aceforeverd)

  • Support the new SQL statement show joblog (#2732 @aceforeverd, #2747 @tobegit3hub)

  • Add a warning message for show table status (#2738 @zhanghaohit)

  • Add a new tool for data recovery and scale-out/scale-in (#2736 @dl239)

  • Improve the documents (#2707 #2727 @aceforeverd, #2718 #2538 #2731 #2752 @vagetablechicken, #2607 #2609 @michelle-qinqin, #2733 @zhanghaohit, #2742 @auula)

Bug Fixes#

  • Incorrect data will be loaded in offline mode if the schema mismatches with parquet files. (#2648 @vagetablechicken)

  • Creating index fails if specifying a database in SQL statement (#2720 @dl239)

  • start_time is not human-readable after submitting a job (#2751 @tobegit3hub)

  • Incorrect result of GetRecordIdxCnt is produced in MemTable (#2719 @jkpjkpjkp)

Code Refactoring#

#2688 #2717 @vagetablechicken, #2705 #2728 @dl239, #2601 @team-317, #2737 @Jake-00

v0.6.4 Release Notes#

Features#

  • Support a new series of built-in functions top_n_value_*_cate_where (#2622 @aceforeverd)

  • Support online batch computation and aggregation over a full table (#2620 @zhanghaohit)

  • Support load_mode and thread options for LOAD DATA (#2684 @zhanghaohit)

  • Improve the documents (#2476, #2486 #2514 #2611 #2693 #2462 @michelle-qinqin, #2695 @lumianph, #2653 @vagetablechicken)

  • Support running MacOS compiling jobs in the CICD workflow (#2665 @dl239)

Bug Fixes#

  • Recreating index fails if it has been dropped. (#2440 @dl239)

  • The traverse method may get duplicate data if there are same ts records on one pk (#2637 @dl239)

  • Multiple window union will fail when compiling in batch mode (#2478 @tobegit3hub, #2561 @aceforeverd)

  • select * ... statement may cause inconsistent output schemas in many cases (#2660 @aceforeverd)

  • Result is incorrect if the window is specified as UNBOUNDED PRECEDING AND CURRENT ROW EXCLUDE CURRENT_ROW (#2674 @aceforeverd)

  • Incorrect slice offsets may lead to offline jobs hang (#2687 @aceforeverd)

  • Other minor bug fixes (#2669 @dl239, #2683 @zhanghaohit)

v0.6.3 Release Notes#

Features#

  • Support setting the configuration of glog for clients (#2482 @vagetablechicken)

  • Add the checksum of SHA256 for release packages (#2560 @team-317)

  • Support the new build-in function unhex (#2431 @aucker)

  • Support the readable date and time format in CLI (#2568 @dl239)

  • Support the LAST JOIN with a subquery as a producer of window node in the request mode (#2569 @aceforeverd)

  • Upgrade the Spark version to 3.2.1 (#2566 @tobegit3hub, #2635 @dl239)

  • Support setting the SQL cache size in SDKs (#2605 @vagetablechicken)

  • Add a new interface of ValidateSQL to validate the syntax of SQL (#2626 @vagetablechicken)

  • Improve the documents (#2405 #2492 #2562 #2496 #2495 #2436 #2487 #2623 @michelle-qinqin, #2543 @linjing-lab, #2584 @JourneyGo, #2567 #2583 @vagetablechicken, #2643 @dl239)

  • Other minor features (#2504 #2572 #2498 #2598 @aceforeverd, #2555 #2641 @tobegit3hub, #2550 @zhanghaohit, #2595 @Elliezza, #2592 @vagetablechicken)

Bug Fixes#

  • After a nameserver restarting, deployments may not recover. (#2533 @dl239)

  • If the type of first column is bool, it fails to resolve the function count_where. (#2570 @aceforeverd)

  • Other minor bug fixes (#2540 #2577 #2625 #2655 @dl239, #2585 @snehalsenapati23, #2539 @vagetablechicken)

Code Refactoring#

#2516 #2520 #2522 #2521 #2542 #2531 #2581 @haseeb-xd, #2525 #2526 #2527 #2528 @kstrifonoff, #2523 @ighmaZ, #2546 #2549 @NevilleMthw, #2559 @marandabui, #2554 @gokullan, #2580 @team-317, #2599 @lbartyczak, #2594 @shivamgupta-sg, #2571 @Jake-00

v0.6.2 Release Notes#

Features#

  • Support independently executing the OpenMLDB offline engine without the OpenMLDB deployment (#2423 @tobegit3hub)

  • Support the log setting of ZooKeeper and disable ZooKeeper logs in the diagnostic tool (#2451 @vagetablechicken)

  • Support query parameters of the SQL query APIs (#2277 @qsliu2017)

  • Improve the documents (#2406 @aceforeverd, #2408 #2414 @vagetablechicken, #2410 #2402 #2356 #2374 #2396 #2376 #2419 @michelle-qinqin, #2424 #2418 @dl239, #2455 @lumianph, #2458 @tobegit3hub)

  • Other minor features (#2420 @aceforeverd, #2411 @wuyou10206, #2446 #2452 @vagetablechicken, #2475 @tobegit3hub)

Bug Fixes#

  • Table creation succeeds even if partitionnum is set to 0, which should report an error. (#2220 @dl239)

  • There are thread races in aggregators if there are concurrent puts. (#2472 @zhanghaohit)

  • The limit clause dose not work if it is used with the where and group by clauses. (#2447 @aceforeverd)

  • The TaskManager process will terminate if ZooKeeper disconnects. (#2494 @tobegit3hub)

  • The replica cluster dose not create the database if a database is created in the leader cluster (#2488 @dl239)

  • When there is data in base tables, deployment with long windows still can be executed (which should report an error). (#2501 @zhanghaohit)

  • Other minor bug fixes (#2415 @aceforeverd, #2417 #2434 #2435 #2473 @dl239, #2466 @vagetablechicken)

Code Refactoring#

#2413 @dl239, #2470 #2467 #2468 @vagetablechicken

v0.6.1 Release Notes#

Features#

  • Support new build-in functions last_day and regexp_like (#2262 @HeZean, #2187 @jiang1997)

  • Support Jupyter Notebook for the TalkingData use case (#2354 @vagetablechicken)

  • Add a new API to disable Saprk logs of the batch engine (#2359 @tobegit3hub)

  • Add the use case of precision marketing based on OneFlow (#2267 @Elliezza @vagetablechicken @siqi)

  • Support the RPC request timeout in CLI and Python SDK (#2371 @vagetablechicken)

  • Improve the documents (#2021 @liuceyim, #2348 #2316 #2324 #2361 #2315 #2323 #2355 #2328 #2360 #2378 #2319 #2350 #2395 #2398 @michelle-qinqin, #2373 @njzyfr, #2370 @tobegit3hub, #2367 #2382 #2375 #2401 @vagetablechicken, #2387 #2394 @dl239, #2379 @aceforeverd, #2403 @lumianph, #2400 gitpod-for-oss @aceforeverd, )

  • Other minor features (#2363 @aceforeverd, #2185 @qsliu2017)

Bug Fixes#

  • APIServer will core dump if no rs in QueryResp. (#2346 @vagetablechicken)

  • Data has not been deleted from pre-aggr tables if there are delete operations in a main table. (#2300 @zhanghaohit)

  • Task jobs will core dump when enabling UnsafeRowOpt with multiple threads in the Yarn cluster. (#2352 #2364 @tobegit3hub)

  • Other minor bug fixes (#2336 @dl239, #2337 @dl239, #2385 #2372 @aceforeverd, #2383 #2384 @vagetablechicken)

Code Refactoring#

#2310 @hv789, #2306 #2305 @yeya24, #2311 @Mattt47, #2368 @TBCCC, #2391 @PrajwalBorkar, #2392 @zahyaah, #2405 @wang-jiahua

v0.6.0 Release Notes#

Highlights#

  • Add a new toolkit of managing OpenMLDB, currently including a diagnostic tool and a log collector (#2299 #2326 @dl239 @vagetablechicken)

  • Support aggregate functions with suffix _where using pre-aggregation (#1821 #1841 #2321 #2255 #2321 @aceforeverd @nautaa @zhanghaohit)

  • Support a new SQL syntax of EXCLUDE CURRENT_ROW (#2053 #2165 #2278 @aceforeverd)

  • Add new OpenMLDB ecosystem plugins for DolphinScheduler (#1921 #1955 @vagetablechicken) and Airflow (#2215 @vagetablechicken)

Other Features#

  • Support SQL syntax of DELETE in SQL and Kafka Connector (#2183 #2257 @dl239)

  • Support customized order in the insert statement (#2075 @vagetablechicken)

  • Add a new use case of TalkingData AdTracking Fraud Detection (#2008 @vagetablechicken)

  • Improve the startup script to remove mon (#2050 @dl239)

  • Improve the performance of offline batch SQL engine (#1882 #1943 #1973 #2142 #2273 #1773 @tobegit3hub)

  • Support returning version numbers from TaskManager (#2102 @tobegit3hub)

  • Improve the CICD workflow and release procedure (#1873 #2025 #2028 @mangoGoForward)

  • Support GitHub Codespaces (#1922 @nautaa)

  • Support new built-in functions char(int), char_length, character_length, radians, hex, median (#1896 #1895 #1897 #2159 #2030 @wuxiaobai24 @HGZ-20 @Ivyee17)

  • Support returning result set for a new query API (#2189 @qsliu2017)

  • Improve the documents (#1796 #1817 #1818 #2254 #1948 #2227 #2254 #1824 #1829 #1832 #1840 #1842 #1844 #1845 #1848 #1849 #1851 #1858 #1875 #1923 #1925 #1939 #1942 #1945 #1957 #2031 #2054 #2140 #2195 #2304 #2264 #2260 #2257 #2254 #2247 #2240 #2227 #2115 #2126 #2116 #2154 #2152 #2178 #2147 #2146 #2184 #2138 #2145 #2160 #2197 #2198 #2133 #2224 #2223 #2222 #2209 #2248 #2244 #2242 #2241 #2226 #2225 #2221 #2219 #2201 #2291 # 2231 #2196 #2297 #2206 #2238 #2270 #2296 #2317 #2065 #2048 #2088 #2331 #1831 #1945 #2118 @ZtXavier @pearfl @PrajwalBorkar @tobegit3hub @ZtXavier @zhouxh19 @dl239 @vagetablechicken @tobegit3hub @aceforeverd @jmoldyvan @lumianph @bxiiiiii @michelle-qinqin @yclchuxue @redundan3y)

Bug Fixes#

  • The SQL engine may produce incorrect results under certain circumstances. (#1950 #1997 #2024 @aceforeverd)

  • The genDDL function generates incorrect DDL if the SQL is partitioned by multiple columns. (#1956 @dl239)

  • The snapshot recovery may fail for disk tables. (#2174 @zhanghaohit)

  • enable_trace does not work for some SQL queries. (#2292 @aceforeverd)

  • Tablets cannot save ttl when updating the ttl of index. (#1935 @dl239)

  • MakeResultSet uses a wrong schema in projection. (#2049 @dl239)

  • A table does not exist when deploying SQL by the APIServer (#2205 @vagetablechicken)

  • The cleanup for ZooKeep does not work properly. (#2191 @mangoGoForward)

Other minor bug fixes (#2052 #1959 #2253 #2273 #2288 #1964 #2175 #1938 #1963 #1956 #2171 #2036 #2170 #2236 #1867 #1869 #1900 #2162 #2161 #2173 #2190 #2084 #2085 #2034 #1972 #1408 #1863 #1862 #1919 #2093 #2167 #2073 #1803 #1998 #2000 #2012 #2055 #2174 #2036 @Xeonacid @CuriousCorrelation @Shigm1026 @jiang1997 @Harshvardhantomar @nautaa @Ivyee17 @frazie @PrajwalBorkar @dl239 @aceforeverd @tobegit3hub @dl239 @vagetablechicken @zhanghaohit @mangoGoForward @SaumyaBhushan @BrokenArrow1404 @harshlancer)

Code Refactoring#

#1884 #1917 #1953 #1965 #2017 #2033 #2044 @mangoGoForward; #2131 #2130 #2112 #2113 #2104 #2107 #2094 #2068 #2071 #2070 #1982 #1878 @PrajwalBorkar; #2158 #2051 #2037 #2015 #1886 #1857 @frazie; #2100 #2096 @KikiDotPy; #2089 @ayushclashroyale; #1994 @fpetrakov; #2079 kayverly; #2062 @WUBBBB; #1843 @1korenn; #2092 @HeZean; #1984 @0sirusD3m0n; #1976 @Jaguar16; #2086 @marc-marcos; #1999 @Albert-Debbarma;

v0.5.3 Release Notes#

Bug Fixes#

  • The SQL file cannot be successfully loaded in the Yarn-Client mode. (#2151 @tobegit3hub)

  • The SQL file cannot be successfully loaded in the Yarn-Cluster mode. (#1993 @tobegit3hub)

v0.5.2 Release Notes#

Features#

  • Add new built-in functions, including char_length, char, radians, and replace (#1895 #1896 #1897 @Ivyee17, #1924 @aceforeverd)

  • Add the demo of DolphinScheduler task (#1921 @vagetablechicken)

  • Support inserting values with a specified database name (#1929 @dl239)

  • Improve window computation with UnsafeRowOpt by removing the zipped dataframe (#1882 @tobegit3hub)

  • Improve the documents (#1831 @yclchuxue, #1925 @lumianph, #1902 #1923 @vagetablechicken)

  • Support GitHub Codespaces (#1922 @nautaa)

Bug Fixes#

  • DistributeWindowIterator::GetKey() may result in core dump (#1892 aceforeverd)

  • Tablet does not make ttl persistent when updating the ttl of index (#1935 @dl239)

  • TaskManager startup fails if LANG=zh_CN.UTF-8 is set (#1912 @vagetablechicken)

  • There are duplicate records in PRE_AGG_META_INFO (#1919 @nautaa)

  • The OpenMLDB Spark fails to fallback to SparkSQL for unsupported functions (#1908 @tobegit3hub)

  • Fixing other minor bugs (#1914 aceforeverd, #1900 @mangoGoForward, #1934 @vagetablechicken)

Code Refactoring#

#1899 @auula, #1913 @dl239, #1917 @mangoGoForward, #1803 @SaumyaBhushan, #1870 @Ivyee17, #1886 @frazie

v0.5.1 Release Notes#

Features#

  • Support the new OpenMLDB Kafka connector (#1771 @vagetablechicken)

  • Support very long SQLs in TaskManager (#1833 @tobegit3hub)

  • Support window union correctly in the cluster mode (#1855 #1856 @aceforeverd @dl239)

  • Support count_where(*, condition) in the storage engine (#1841 @nautaa)

  • Add a new micro-benchmark tool for performance evaluation (#1800 @dl239)

Bug Fixes#

  • Auto creating table throws error when a new ttl is greater than the current ttl. (#1737 @keyu813)

  • Offline tasks crash when enabling UnsafeRowOpt for continuous windows. (#1773 @tobegit3hub)

  • The aggregator is not reset if the table is empty. (#1784 @zhanghaohit)

  • The order for window union rows and original rows with the same order key is undefined. (#1802 @aceforeverd)

  • Queries with pre-aggregate enabled may crash under certain tests. (#1838 zhanghaohit)

  • Ending space in CLI may cause program crash. (#1820 @aceforeverd)

  • When creating an engine with empty databases, it cannot execute the command of USE database in the Python SDK. (#1854 @vagetablechicken)

  • When using the soft copy for csv files, it cannot read offline path with options. (#1872 @vagetablechicken)

Code Refactoring#

#1766 @hiyoyolumi; #1777 @jmoldyvan; #1779 @SohamRatnaparkhi; #1768 @SaumyaBhushan; #1795 @vighnesh-kadam; #1806 @Mount-Blanc; #1978 @wangxinyu666666; #1781 @SaumyaBhushan; #1786 @xuduling; #1810 @IZUMI-Zu; #1824 @bxiiiiii; #1843 @1korenn; #1851 @zhouxh19; #1862 @Ivyee17; #1867, #1869, #1873, #1884 @mangoGoForward; #1863 @Ivyee17; #1815 @jmoldyvan; #1857 @frazie; #1878 @PrajwalBorkar

v0.5.0 Release Notes#

Highlights#

  • We have introduced an important performance optimization technique of pre-aggregation, which can significantly improve the performance for a query with time windows containing massive amount of rows, e.g., a few millions. (#1532 #1573 #1583 #1622 #1627 #1672 # 1712 @zhanghaohit @nautaa)

  • We have added a new storage engine that supports persistent storage (such as HDD and SSD) for the online SQL engine. Such a storage engine is helpful when a user wants to reduce the cost with acceptable performance degradation. (#1483 @Leowner)

  • We have supported C/C++ based User-Defined Functions (UDFs) with dynamic registration to enhance the development experience. (#1509 #1733 #1700 @dl239 @tobegit3hub)

Other Features#

  • Enhance the OpenMLDB Prometheus exporter ( #1584, #1645, #1754 @aceforeverd )

  • Support collecting statistics of query response time for online queries ( #1497, #1521 @aceforeverd )

  • Support new SQL commands: SHOW COMPONENTS, SHOW TABLE STATUS (#1380 #1431 #1704 @aceforeverd)

  • Support setting global variables (#1310 #1359 #1364 @keyu813 @aceforeverd)

  • Support reading Spark configuration files from the CLI (#1600 @tobegit3hub)

  • Support using multiple threads for the Spark local mode (#1675 @tobegit3hub)

  • Enhance the performance of join by using the Spark’s native expression (#1502 tobegit3hub)

  • Support the validation for TaskManager configuration (#1262 @tobegit3hub)

  • Support tracking unfinished jobs in the TaskManager (#1474 @tobegit3hub)

  • Other minor features (#1601 @dl239; #1574 @vagetablechicken; #1546 @keyu813; #1729 @vagetablechicken; #1460 @tobegit3hub)

Bug Fixes#

  • Incorrect results when the order of conditions specified in where is different from that of the index (#1709 @aceforeverd)

  • Incorrect results of lag/at/lead under certain circumstances (#1605 #1739 @aceforeverd)

  • Memory leakage in zk_client (#1660 @wuxiaobai24)

  • No catalog update if the role of a tablet is changed (#1655 @dl239)

  • Related bugs about UnsafeRow for the offline engine (#1298, #1312, #1326, #1362, #1637, #1381, #1731 @tobegit3hub)

  • Incorrect results after adding a new index in the standalone mode (#1721 @keyu813)

  • Incorrect results of SHOW JOBS under certain circumstances (#1453 @tobegit3hub)

  • Incorrect results of the date columns with UnsafeRowOpt(#1469 @tobegit3hub)

  • Other minor bug fixes (#1698 @kfiring; #1651 @kutlayacar; #1621 @KaidoWang; #1150, #1243 @tobegit3hub; )

Code Refactoring#

#1616 @dl239; #1743 @zjx1319

v0.4.4 Release Notes#

Features#

  • Support the standalone version by Java and Python SDKs (#1302 #1325 #1485 @tobegit3hub @HuilinWu2 @keyu813)

  • Support the blocking execution for offline queries (#1486 @vagetablechicken )

  • Add the getStatement API in Java SDK (#1231 @dl239 )

  • Support multiple rows insertion in the Python SDK (#1402 @hezhaozhao-git )

  • Support the JDBC connection (#1511 @vagetablechicken )

Bug Fixes#

  • The error message is empty when executing show deployment in CLI fails. (#1415 @dl239 )

  • The show job and show jobs cannot display correct information. (#1440 @vagetablechicken )

  • The built-in function execution on a string filed with the length of greater than 2048 characters causes OpenMLDB crash. (#1540 @dl239 )

  • The simple expression inference fails in some cases (#1443 @jingchen2222 )

  • The PreparedStatement in Java SDK does not perform as expected. (#1511 @vagetablechicken )

Code Refactoring#

#1467 @aimanfatima ; #1513 @L-Y-L ; #1503 @Stevinson ;

Acknowledgement#

We appreciate the contribution to this release from all of our contributors, especially those from the community who are not from 4Paradigm’s core OpenMLDB team, including @hezhaozhao-git @HuilinWu2 @keyu813 @aimanfatima @L-Y-L @Stevinson . We are looking forward to your contribution!

v0.4.3 Release Notes#

Features#

  • Add the output of the number of rows imported after successfully importing data (#1401 @Manny-op)

  • Code Refactoring (#1366 @Cupid0320; #1378 @wuteek; #1418 @prashantpaidi; #1420 @shiyoubun; #1422 @vagetablechicken)

Bug Fixes#

  • Loading online data with “not null” columns in Spark fails. (#1341 @vagetablechicken)

  • max_where and min_where results are incorrect if there is no rows matched. (#1403 @aceforeverd)

  • The insert and select execution of the standalone version fails. (#1426 @dl239)

  • Other minor bug fixes (#1379 @wuteek; #1384 jasleon)

v0.4.2 Release Notes#

Features#

  • Support timestamps in long int when importing a csv file (#1237 @vagetablechicken)

  • Change the default execution mode in CLI from online to offline (#1332 @dl239)

  • Enhancements for the Python SDK:

    • Support fetchmany and fetchall in Python SDK (#1215 @HuilinWu2)

    • Support fetching logs of TaskManager jobs in Python SDK and APIs (#1214 @tobegit3hub)

    • Support fetching the schema of result sets in Python SDK (#1194 @tobegit3hub)

    • Support the SQL magic function in Jupyter Notebook when using the Python SDK. (#1164 @HuilinWu2)

  • Enhancements for the TaskManager:

    • Taskmanager can find the local batchjob jar if the path is not configured. (#1250 @tobegit3hub)

    • Support the Yarn-client mode in TaskManager (#1265 @tobegit3hub)

    • Support correctness checking for TaskManager’s configuration (#1262 @tobegit3hub)

    • Support reordering for the task list (#1256 @tobegit3hub)

  • Add new UDF functions of lower and lcase (#1192 @Liu-2001)

  • Offline queries that do not execute on tables will run successfully even when the connection fails. (#1264 @tobegit3hub)

Bug Fixes#

  • Offline data import fails when the timestamp value is null. (#1274 @tobegit3hub)

  • Start time of TaskManager jobs in CLI is null. (#1272 @tobegit3hub)

  • LAST JOIN may fail in the cluster version under certain circumstances. (#1226 @dl239)

  • Invalid SQL may run successfully. (#1208 @aceforeverd)

v0.4.1 Release Notes#

Features#

  • Improve CLI error messages and support the ‘enable_trace’ system variable (#1129 @jingchen2222)

Bug Fixes#

  • CLI coredumps when it fails to connect to a nameserver. (#1166 @keyu813)

  • Java SDK has the issue of memory leaks. (#1148 @dl239)

  • The startup fails if a pid file exists. (#1108 @dl239)

  • There are incorrect values for the column with the date type when loading data into an online table. (#1103 @yabg-shuai666)

  • Offline data import for the CSV format may cause incorrect results. (#1100 @yabg-shuai666)

  • ‘Offline path’ cannot be displayed after importing offline data. (#1172 @vagetablechicken)

v0.4.0 Release Notes#

Highlights#

  • The SQL-centric feature is enhanced for both standalone and cluster versions. Now you can enjoy the SQL-centric development and deployment experience seamlessly. (#991,#1034,#1071,#1064,#1061,#1049,#1045,#1038,#1034,#1029,#997,#996,#968,#946,#840,#830,#814,#776,#774,#764,#747,#740,#466,#481,#1033,#1027,#966,#951,#950,#932,#853,#835,#804,#800,#596,#595,#568,#873,#1025,#1021,#1019,#994,#991,#987,#912,#896,#894,#893,#873,#778,#777,#745,#737,#701,#570,#559,#558,#553 @tobegit3hub; #1030,#965,#933,#920,#829,#783,#754,#1005,#998 @vagetablechicken)

  • The Chinese documentations are thoroughly polished and accessible at https://docs.openmldb.ai/ . This documentation repository is available at https://github.com/4paradigm/openmldb-docs-zh , and you are welcome to make contributions.

  • Experimental feature: We have introduced a monitoring module based on Prometheus + Grafana for online feature processing. (#1048 @aceforeverd)

Other Features#

  • Support SQL syntax: LIKE, HAVING (#841 @aceforeverd; #927,#698 @jingchen2222)

  • Support new built-in functions: reverse (#1004 @nautaa), dayofyear (#856 @Nicholas-SR)

  • Improve the compilation and install process, and support building from sources (#999,#871,#594,#752,#793,#805,#875,#871,#999 @aceforeverd; #992 @vagetablechicken)

  • Improve the GitHub CI/CD workflow (#842,#884,#875,#919,#1056,#874 @aceforeverd)

  • Support system databases and tables (#773 @dl239)

  • Improve the function create index (#828 @dl239)

  • Improve the demo image (#1023,#690,#734,#751 @zhanghaohit)

  • Improve the Python SDK (#913,#906 @tobegit3hub;#949,#909 @HuilinWu2; #838 @dl239)

  • Simplify the concepts of execution modes (#877,#985,#892 @jingchen2222)

  • Add data import and export for the cluster version (#1078 @tobegit3hub)

  • Add new deployment command for the cluster version (#921 @dl239)

  • Support default values when creating a table (#563 @zoyopei)

  • Support string delimiters and quotes (#668 @ZackeryWang)

  • Add a new lru_cache to support upsert (#795 @vagetablechicken)

  • Support adding index with any ts_col (#828 @dl239)

  • Improve the ts packing in sql_insert_now (#944 ,#974 @keyu813)

  • Improve documentations (#952 #885 @mahengyang; #834 @Nicholas-SR; #792,#1058,#1002,#872,#836,#792 @lumianph; #844,#782 @jingchen2222; #1022,#805 @aceforeverd)

  • Other minor updates (#1073 @dl239)

Bug Fixes#

#847, #831, #647, #934, #953, #1015, #982, #927, #994, #1008, #1028, #1019, #779, #855, #350, #631, #1074, #1073, #1081

@nautaa, @Nicholas-SR, @aceforeverd, @dl239, @jingchen2222, @tobegit3hub, @keyu813