DBMS > Apache Druid vs. Rockset vs. TiDB
System Properties Comparison Apache Druid vs. Rockset vs. TiDB
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|Editorial information provided by DB-Engines|
|Name||Apache Druid Xexclude from comparison||Rockset Xexclude from comparison||TiDB Xexclude from comparison|
|Description||Open-source analytics data store designed for sub-second OLAP queries on high dimensionality and high cardinality data||A scalable, reliable search and analytics service in the cloud, built on RocksDB||TiDB is an open source distributed Hybrid Transactional/Analytical Processing (HTAP) database that supports MySQL and Spark SQL syntaxes.|
|Primary database model||Relational DBMS|
Time Series DBMS
|Document store||Relational DBMS|
|Secondary database models||Relational DBMS|
|Developer||Apache Software Foundation and contributors||Rockset||PingCAP, Inc.|
|Current release||25.0.0, January 2023||6.6.0, February 2023|
|License Commercial or Open Source||Open Source Apache license v2||commercial||Open Source Apache 2.0|
|Cloud-based only Only available as a cloud service||no||yes||no|
|DBaaS offerings (sponsored links) Database as a Service|
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|TiDB Cloud: Fully-managed TiDB Service. Bring everything great about TiDB to the cloud.|
|Implementation language||Java||C++||Go, Rust|
|Server operating systems||Linux|
|Data scheme||yes schema-less columns are supported||schema-free||yes|
|Typing predefined data types such as float or date||yes||dynamic typing||yes|
|XML support Some form of processing data in XML format, e.g. support for XML data structures, and/or support for XPath, XQuery or XSLT.||no||no ingestion from XML files supported||no|
|Secondary indexes||yes||all fields are automatically indexed||yes|
|SQL Support of SQL||SQL for querying||Read-only SQL queries, including JOINs||yes|
|APIs and other access methods||JDBC|
RESTful HTTP/JSON API
|Supported programming languages||Clojure|
|Server-side scripts Stored procedures||no||no||no|
|Partitioning methods Methods for storing different data on different nodes||Sharding manual/auto, time-based||Automatic sharding||horizontal partitioning (by key range)|
|Replication methods Methods for redundantly storing data on multiple nodes||yes, via HDFS, S3 or other storage engines||yes||Using Raft consensus algorithm to ensure data replication with strong consistency among multiple replicas.|
|MapReduce Offers an API for user-defined Map/Reduce methods||no||no||yes with TiSpark Connector|
|Consistency concepts Methods to ensure consistency in a distributed system||Immediate Consistency||Eventual Consistency||Immediate Consistency|
|Foreign keys Referential integrity||no||no||no currently only supported in syntax|
|Transaction concepts Support to ensure data integrity after non-atomic manipulations of data||no||no||ACID|
|Concurrency Support for concurrent manipulation of data||yes||yes||yes|
|Durability Support for making data persistent||yes||yes||yes|
|In-memory capabilities Is there an option to define some or all structures to be held in-memory only.||no||no|
|User concepts Access control||RBAC using LDAP or Druid internals for users and groups for read/write by datasource and system||Access rights for users and organizations can be defined via Rockset console||Users with fine-grained authorization concept. No user groups or roles.|
|More information provided by the system vendor|
|Specific characteristics||TiDB is an open-source NewSQL database built by PingCAP. TiDB supports Hybrid Transactional...|
|Competitive advantages||In the current database landscape, infrastructure engineers often have to use one...|
|Typical application scenarios||TiDB is designed to support both OLTP and OLAP scenarios. You can use TiDB , the...|
|Key customers||Shopee (E-commerce) BookMyShow.com (E-commerce) Yiguo.com (E-commerce) JD Cloud &...|
|Market metrics||25K+ GitHub Stars for TiDB, and 8K+ GitHub Stars for TiKV 1.6K+ members in TiDB Community...|
|Licensing and pricing models||Open Source Apache 2.0 with either commercial licensing or fully-hosted DB-as-a-service...|
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