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DBMS > Apache Drill vs. Apache Ignite vs. BigObject

System Properties Comparison Apache Drill vs. Apache Ignite vs. BigObject

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Editorial information provided by DB-Engines
NameApache Drill  Xexclude from comparisonApache Ignite  Xexclude from comparisonBigObject  Xexclude from comparison
DescriptionSchema-free SQL Query Engine for Hadoop, NoSQL and Cloud StorageApache Ignite is a memory-centric distributed database, caching, and processing platform for transactional, analytical, and streaming workloads, delivering in-memory speeds at petabyte scale.Analytic DBMS for real-time computations and queries
Primary database modelDocument store
Relational DBMS
Key-value store
Relational DBMS
Relational DBMS infoa hierachical model (tree) can be imposed
DB-Engines Ranking infomeasures the popularity of database management systemsranking trend
Trend Chart
Score1.89
Rank#121  Overall
#22  Document stores
#58  Relational DBMS
Score3.10
Rank#82  Overall
#12  Key-value stores
#43  Relational DBMS
Score0.14
Rank#329  Overall
#146  Relational DBMS
Websitedrill.apache.orgignite.apache.orgbigobject.io
Technical documentationdrill.apache.org/­docsapacheignite.readme.io/­docsdocs.bigobject.io
DeveloperApache Software FoundationApache Software FoundationBigObject, Inc.
Initial release201220152015
Current release1.20.3, January 20232.16.0, December 2023
License infoCommercial or Open SourceOpen Source infoApache Version 2Open Source infoApache 2.0commercial infofree community edition available
Cloud-based only infoOnly available as a cloud servicenonono
DBaaS offerings (sponsored links) infoDatabase as a Service

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Implementation languageC++, Java, .Net
Server operating systemsLinux
OS X
Windows
Linux
OS X
Solaris
Windows
Linux infodistributed as a docker-image
OS X infodistributed as a docker-image (boot2docker)
Windows infodistributed as a docker-image (boot2docker)
Data schemeschema-freeyesyes
Typing infopredefined data types such as float or dateyesyesyes
XML support infoSome form of processing data in XML format, e.g. support for XML data structures, and/or support for XPath, XQuery or XSLT.noyesno
Secondary indexesnoyesyes
SQL infoSupport of SQLSQL SELECT statement is SQL:2003 compliantANSI-99 for query and DML statements, subset of DDLSQL-like DML and DDL statements
APIs and other access methodsJDBC
ODBC
RESTful HTTP API
HDFS API
Hibernate
JCache
JDBC
ODBC
Proprietary protocol
RESTful HTTP API
Spring Data
fluentd
ODBC
RESTful HTTP API
Supported programming languagesC++C#
C++
Java
PHP
Python
Ruby
Scala
Server-side scripts infoStored proceduresuser defined functionsyes (compute grid and cache interceptors can be used instead)Lua
Triggersnoyes (cache interceptors and events)no
Partitioning methods infoMethods for storing different data on different nodesShardingShardingnone
Replication methods infoMethods for redundantly storing data on multiple nodesyes (replicated cache)none
MapReduce infoOffers an API for user-defined Map/Reduce methodsyesyes (compute grid and hadoop accelerator)no
Consistency concepts infoMethods to ensure consistency in a distributed systemnoneImmediate Consistencynone
Foreign keys infoReferential integritynonoyes infoautomatically between fact table and dimension tables
Transaction concepts infoSupport to ensure data integrity after non-atomic manipulations of datanoACIDno
Concurrency infoSupport for concurrent manipulation of datayesyesyes infoRead/write lock on objects (tables, trees)
Durability infoSupport for making data persistentDepending on the underlying data sourceyesyes
In-memory capabilities infoIs there an option to define some or all structures to be held in-memory only.Depending on the underlying data sourceyesyes
User concepts infoAccess controlDepending on the underlying data sourceSecurity Hooks for custom implementationsno

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More resources
Apache DrillApache IgniteBigObject
Recent citations in the news

Apache Drill vs. Apache Spark – Which SQL query engine is better for you?
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The Importance of Apache Drill to the Big Data Ecosystem
8 April 2015, Database Trends and Applications

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9 June 2016, theserverside.com

MapR Advances Support for Flexible and High Performance Analytics on JSON and S3 Data with Apache Drill
30 January 2019, Business Wire

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24 February 2025, GlobeNewswire

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24 February 2025, PR Newswire

Critical Apache Ignite Vulnerability Let Attackers Execute Remote Code
19 February 2025, CybersecurityNews

Announcing the Ignite Summit 2025 Conference Schedule
20 February 2025, PR Newswire

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