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DBMS > Apache Druid vs. MySQL vs. SingleStore vs. Vertica

Vergleich der Systemeigenschaften Apache Druid vs. MySQL vs. SingleStore vs. Vertica

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Redaktionelle Informationen bereitgestellt von DB-Engines
NameApache Druid  Xaus Vergleich ausschliessenMySQL  Xaus Vergleich ausschliessenSingleStore infoformer name was MemSQL  Xaus Vergleich ausschliessenVertica infoOpenText™ Vertica™  Xaus Vergleich ausschliessen
KurzbeschreibungOpen-source analytics data store designed for sub-second OLAP queries on high dimensionality and high cardinality dataWeit verbreitetes, allgemein einsetzbares Open Source RDBMSMySQL wire-compliant distributed RDBMS that combines an in-memory row-oriented and a disc-based column-oriented storage with patented universal storage to handle transactional and analytical workloads in one single table typeCloud or off-cloud analytical database and query engine for structured and semi-structured streaming and batch data. Machine learning platform with built-in algorithms, data preparation capabilities, and model evaluation and management via SQL or Python.
Primäres DatenbankmodellRelational DBMS
Time Series DBMS
Relational DBMS infoKey/Value Zugriff über memcached APIRelational DBMSRelational DBMS infoColumn oriented
Sekundäre DatenbankmodelleDocument Store
Spatial DBMS
Document Store
Spatial DBMS
Time Series DBMS
Vektor DBMS
Spatial DBMS
Time Series DBMS
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte3,34
Rang#88  Overall
#48  Relational DBMS
#7  Time Series DBMS
Punkte1083,74
Rang#2  Overall
#2  Relational DBMS
Punkte5,60
Rang#62  Overall
#35  Relational DBMS
Punkte10,68
Rang#43  Overall
#27  Relational DBMS
Websitedruid.apache.orgwww.mysql.comwww.singlestore.comwww.vertica.com
Technische Dokumentationdruid.apache.org/­docs/­latest/­designdev.mysql.com/­docdocs.singlestore.comvertica.com/­documentation
EntwicklerApache Software Foundation and contributorsOracle infoseit 2010, ursprünglich MySQL AB, danach SunSingleStore Inc.OpenText infopreviously Micro Focus and Hewlett Packard
Erscheinungsjahr2012199520132005
Aktuelle Version29.0.1, April 20248.3.0, Jaenner 20248.5, Jänner 202412.0.3, Jänner 2023
Lizenz infoCommercial or Open SourceOpen Source infoApache license v2Open Source infoGPL Version 2. Kommerzielle Lizenzen mit erweiterter Funktionalität sind verfügbar.kommerziell infofree developer edition availablekommerziell infoLimitierte Community Edition gratis
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinneinneinnein infoon-premises, all major clouds - Amazon AWS, Microsoft Azure, Google Cloud Platform and containers
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
Aiven for MySQL: Fully managed MySQL, deployable in the cloud of your choice, with seamless integrations and lightning-fast setup.SingleStoreDB Cloud: The world's fastest, modern cloud database for both operational (OLTP) and analytical (OLAP) workloads. Available instantly with multi-cloud and hybrid-cloud capabilities
ImplementierungsspracheJavaC und C++C++, GoC++
Server BetriebssystemeLinux
OS X
Unix
FreeBSD
Linux
OS X
Solaris
Windows
Linux info64 bit version requiredLinux
Datenschemaja infoschema-less columns are supportedjajaYes, but also semi-structure/unstructured data storage, and complex hierarchical data (like Parquet) stored and/or queried.
Typisierung infovordefinierte Datentypen, z.B. float oder datejajajayes
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinjaneinnein
SekundärindizesjajajaNo Indexes Required. Different internal optimization strategy, but same functionality included.
SQL infoSupport of SQLSQL for queryingja infomit proprietären Erweiterungenyes infobut no triggers and foreign keysFull 1999 standard plus machine learning, time series and geospatial. Over 650 functions.
APIs und andere ZugriffskonzepteJDBC
RESTful HTTP/JSON API
ADO.NET
JDBC
ODBC
Proprietäres native API
Cluster Management API infoas HTTP Rest and CLI
HTTP API
JDBC
MongoDB API
ODBC
ADO.NET
JDBC
Kafka Connector
ODBC
RESTful HTTP API
Spark Connector
vSQL infocharacter-based, interactive, front-end utility
Unterstützte ProgrammiersprachenClojure
JavaScript
PHP
Python
R
Ruby
Scala
Ada
C
C#
C++
D
Delphi
Eiffel
Erlang
Haskell
Java
JavaScript (Node.js)
Objective-C
OCaml
Perl
PHP
Python
Ruby
Scheme
Tcl
Bash
C
C#
Java
JavaScript (Node.js)
Python
C#
C++
Go
Java
JavaScript (Node.js)
Perl
PHP
Python
R
Server-seitige Scripts infoStored Proceduresneinja infoproprietäre Syntaxjayes, PostgreSQL PL/pgSQL, with minor differences
Triggersneinjaneinyes, called Custom Alerts
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenSharding infomanual/auto, time-basedhorizontale Partitionierung, Sharding mit MySQL Cluster oder MySQL FabricSharding infohash partitioninghorizontal partitioning, hierarchical partitioning
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja, durch HDFS, S3 oder andere Storage EnginesMulti-Source Replikation
Source-Replica Replikation
Source-Replica Replikation infostores two copies of each physical data partition on two separate nodesMulti-Source Replikation infoOne, or more copies of data replicated across nodes, or object-store used for repository.
MapReduce infoBietet ein API für Map/Reduce Operationenneinneinnein infocan define user-defined aggregate functions for map-reduce-style calculationsno infoBi-directional Spark integration
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyImmediate ConsistencyImmediate ConsistencyImmediate Consistency
Fremdschlüssel inforeferenzielle Integritätneinja infonicht für MyISAM Storage Engineneinja
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenneinACID infonicht für MyISAM Storage EngineACIDACID
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjaja infoTable Locks oder Row Locks abhängig von Storage Engineyes, multi-version concurrency control (MVCC)ja
Durability infoDauerhafte Speicherung der Datenjajaja infoAll updates are persistent, including those to disk-based columnstores and memory-based row stores. Transaction commits are supported via write-ahead log.ja
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenneinjajanein
Berechtigungskonzept infoZugriffskontrolleRBAC using LDAP or Druid internals for users and groups for read/write by datasource and systemBenutzer mit feingranularem Berechtigungskonzept infokeine Benutzergruppen oder RollenFine grained access control via users, groups and rolesfine grained access rights according to SQL-standard; supports Kerberos, LDAP, Ident and hash
Weitere Informationen bereitgestellt vom Systemhersteller
Apache DruidMySQLSingleStore infoformer name was MemSQLVertica infoOpenText™ Vertica™
Specific characteristicsSingleStore offers a fully-managed , distributed, highly-scalable SQL database designed...
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Deploy-anywhere database for large-scale analytical deployments. Deploy off-cloud,...
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Competitive advantagesSingleStore’s competitive advantages include: Easy and Simplified Architecture with...
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Fast, scalable, and capable of high concurrency. Separation of compute/storage leverages...
» mehr
Typical application scenariosDriving Fast Analytics: SingleStore delivers the fastest and most scalable reporting...
» mehr
Communication and network analytics, Embedded analytics, Fraud monitoring and Risk...
» mehr
Key customersIEX Cloud : Improves Financial Data Distribution Speed 15x with Singlestore DB Comcast,...
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Abiba Systems, Adform, adMarketplace, AmeriPride, Anritsu, AOL, Avito, Auckland Transport,...
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Market metricsCustomers in various industries worldwide including US and International Industry...
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Licensing and pricing modelsF ree Tier and Enterprise Edition
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Cost-based models and subscription-based models are both available. One license is...
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DrittanbieterCData: Connect to Big Data & NoSQL through standard Drivers.
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Weitere Ressourcen
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