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DBMS > Graphite vs. SAP HANA vs. Snowflake

System Properties Comparison Graphite vs. SAP HANA vs. Snowflake

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Editorial information provided by DB-Engines
NameGraphite  Xexclude from comparisonSAP HANA  Xexclude from comparisonSnowflake  Xexclude from comparison
DescriptionData logging and graphing tool for time series data infoThe storage layer (fixed size database) is called WhisperIn-memory, column based data store. Available as appliance or cloud serviceCloud-based data warehousing service for structured and semi-structured data
Primary database modelTime Series DBMSRelational DBMSRelational DBMS
Secondary database modelsDocument store
Graph DBMS infowith SAP Hana, Enterprise Edition
Spatial DBMS
DB-Engines Ranking infomeasures the popularity of database management systemsranking trend
Trend Chart
Score5.19
Rank#62  Overall
#4  Time Series DBMS
Score41.32
Rank#23  Overall
#16  Relational DBMS
Score133.72
Rank#7  Overall
#5  Relational DBMS
Websitegithub.com/­graphite-project/­graphite-webwww.sap.com/­products/­hana.htmlwww.snowflake.com
Technical documentationgraphite.readthedocs.iohelp.sap.com/­hanadocs.snowflake.net/­manuals/­index.html
DeveloperChris DavisSAPSnowflake Computing Inc.
Initial release200620102014
Current release2.0 SPS07 (AprilĀ 4, 2023), April 2023
License infoCommercial or Open SourceOpen Source infoApache 2.0commercialcommercial
Cloud-based only infoOnly available as a cloud servicenono infoalso available as a cloud based serviceyes
DBaaS offerings (sponsored links) infoDatabase as a Service

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Implementation languagePython
Server operating systemsLinux
Unix
Appliance or cloud-servicehosted
Data schemeyesyesyes infosupport of semi-structured data formats (JSON, XML, Avro)
Typing infopredefined data types such as float or dateNumeric data onlyyesyes
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.nonoyes
Secondary indexesnoyes
SQL infoSupport of SQLnoyesyes
APIs and other access methodsHTTP API
Sockets
JDBC
ODBC
CLI Client
JDBC
ODBC
Supported programming languagesJavaScript (Node.js)
Python
JavaScript (Node.js)
Python
Server-side scripts infoStored proceduresnoSQLScript, Ruser defined functions
Triggersnoyesno infosimilar concept for controling cloud resources
Partitioning methods infoMethods for storing different data on different nodesnoneyesyes
Replication methods infoMethods for redundantly storing data on multiple nodesnoneyesyes
MapReduce infoOffers an API for user-defined Map/Reduce methodsnonono
Consistency concepts infoMethods to ensure consistency in a distributed systemnoneImmediate ConsistencyImmediate Consistency
Foreign keys infoReferential integritynoyesyes
Transaction concepts infoSupport to ensure data integrity after non-atomic manipulations of datanoACIDACID
Concurrency infoSupport for concurrent manipulation of datayes infolockingyesyes
Durability infoSupport for making data persistentyesyesyes
In-memory capabilities infoIs there an option to define some or all structures to be held in-memory only.yesno
User concepts infoAccess controlnoyesUsers with fine-grained authorization concept, user roles and pluggable authentication

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More resources
GraphiteSAP HANASnowflake
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Recent citations in the news

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

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

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

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13 October 2023, Desde Linux

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18 April 2024, IgniteSAP

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Pressure mounts on Snowflake and its customers as attacks spread
6 June 2024, Cybersecurity Dive

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