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DBMS > Graphite vs. H2GIS vs. NSDb vs. Snowflake

System Properties Comparison Graphite vs. H2GIS vs. NSDb vs. Snowflake

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Editorial information provided by DB-Engines
NameGraphite  Xexclude from comparisonH2GIS  Xexclude from comparisonNSDb  Xexclude from comparisonSnowflake  Xexclude from comparison
DescriptionData logging and graphing tool for time series data infoThe storage layer (fixed size database) is called WhisperSpatial extension of H2Scalable, High-performance Time Series DBMS designed for Real-time Analytics on top of KubernetesCloud-based data warehousing service for structured and semi-structured data
Primary database modelTime Series DBMSSpatial DBMSTime Series DBMSRelational DBMS
Secondary database modelsRelational DBMS
DB-Engines Ranking infomeasures the popularity of database management systemsranking trend
Trend Chart
Score4.83
Rank#67  Overall
#4  Time Series DBMS
Score0.08
Rank#368  Overall
#7  Spatial DBMS
Score0.08
Rank#369  Overall
#40  Time Series DBMS
Score130.36
Rank#8  Overall
#5  Relational DBMS
Websitegithub.com/­graphite-project/­graphite-webwww.h2gis.orgnsdb.iowww.snowflake.com
Technical documentationgraphite.readthedocs.iowww.h2gis.org/­docs/­homensdb.io/­Architecturedocs.snowflake.net/­manuals/­index.html
DeveloperChris DavisCNRSSnowflake Computing Inc.
Initial release2006201320172014
License infoCommercial or Open SourceOpen Source infoApache 2.0Open Source infoLGPL 3.0Open Source infoApache Version 2.0commercial
Cloud-based only infoOnly available as a cloud servicenononoyes
DBaaS offerings (sponsored links) infoDatabase as a Service

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Implementation languagePythonJavaJava, Scala
Server operating systemsLinux
Unix
Linux
macOS
hosted
Data schemeyesyesyes infosupport of semi-structured data formats (JSON, XML, Avro)
Typing infopredefined data types such as float or dateNumeric data onlyyesyes: int, bigint, decimal, stringyes
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.nononoyes
Secondary indexesnoyesall fields are automatically indexed
SQL infoSupport of SQLnoyesSQL-like query languageyes
APIs and other access methodsHTTP API
Sockets
gRPC
HTTP REST
WebSocket
CLI Client
JDBC
ODBC
Supported programming languagesJavaScript (Node.js)
Python
JavaJava
Scala
JavaScript (Node.js)
Python
Server-side scripts infoStored proceduresnoyes infobased on H2nouser defined functions
Triggersnoyesno infosimilar concept for controling cloud resources
Partitioning methods infoMethods for storing different data on different nodesnonenoneShardingyes
Replication methods infoMethods for redundantly storing data on multiple nodesnoneyes infobased on H2yes
MapReduce infoOffers an API for user-defined Map/Reduce methodsnononono
Consistency concepts infoMethods to ensure consistency in a distributed systemnoneImmediate ConsistencyEventual ConsistencyImmediate Consistency
Foreign keys infoReferential integritynoyesnoyes
Transaction concepts infoSupport to ensure data integrity after non-atomic manipulations of datanoACIDnoACID
Concurrency infoSupport for concurrent manipulation of datayes infolockingyes, multi-version concurrency control (MVCC)yesyes
Durability infoSupport for making data persistentyesyesUsing Apache Luceneyes
In-memory capabilities infoIs there an option to define some or all structures to be held in-memory only.yesno
User concepts infoAccess controlnoyes infobased on H2Users with fine-grained authorization concept, user roles and pluggable authentication

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More resources
GraphiteH2GISNSDbSnowflake
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Recent citations in the news

Try out the Graphite monitoring tool for time-series data
29 October 2019, TechTarget

Grafana Labs Announces Mimir Time Series Database
1 April 2022, Datanami

Getting Started with Monitoring using Graphite
23 January 2015, InfoQ.com

The Billion Data Point Challenge: Building a Query Engine for High Cardinality Time Series Data
10 December 2018, Uber

The value of time series data and TSDBs
10 June 2021, InfoWorld

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12 June 2024, The Hacker News

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12 June 2024, TechRepublic

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14 June 2024, SC Media

Pure Storage pwned, claims data plundered by crims who broke into Snowflake workspace
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