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DBMS > Graphite vs. Snowflake vs. SwayDB

System Properties Comparison Graphite vs. Snowflake vs. SwayDB

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Editorial information provided by DB-Engines
NameGraphite  Xexclude from comparisonSnowflake  Xexclude from comparisonSwayDB  Xexclude from comparison
DescriptionData logging and graphing tool for time series data infoThe storage layer (fixed size database) is called WhisperCloud-based data warehousing service for structured and semi-structured dataAn embeddable, non-blocking, type-safe key-value store for single or multiple disks and in-memory storage
Primary database modelTime Series DBMSRelational DBMSKey-value store
DB-Engines Ranking infomeasures the popularity of database management systemsranking trend
Trend Chart
Score5.19
Rank#62  Overall
#4  Time Series DBMS
Score133.72
Rank#7  Overall
#5  Relational DBMS
Score0.00
Rank#384  Overall
#60  Key-value stores
Websitegithub.com/­graphite-project/­graphite-webwww.snowflake.comswaydb.simer.au
Technical documentationgraphite.readthedocs.iodocs.snowflake.net/­manuals/­index.html
DeveloperChris DavisSnowflake Computing Inc.Simer Plaha
Initial release200620142018
License infoCommercial or Open SourceOpen Source infoApache 2.0commercialOpen Source infoGNU Affero GPL V3.0
Cloud-based only infoOnly available as a cloud servicenoyesno
DBaaS offerings (sponsored links) infoDatabase as a Service

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Implementation languagePythonScala
Server operating systemsLinux
Unix
hosted
Data schemeyesyes infosupport of semi-structured data formats (JSON, XML, Avro)schema-free
Typing infopredefined data types such as float or dateNumeric data onlyyesno
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 indexesnono
SQL infoSupport of SQLnoyesno
APIs and other access methodsHTTP API
Sockets
CLI Client
JDBC
ODBC
Supported programming languagesJavaScript (Node.js)
Python
JavaScript (Node.js)
Python
Java
Kotlin
Scala
Server-side scripts infoStored proceduresnouser defined functionsno
Triggersnono infosimilar concept for controling cloud resourcesno
Partitioning methods infoMethods for storing different data on different nodesnoneyesnone
Replication methods infoMethods for redundantly storing data on multiple nodesnoneyesnone
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 integritynoyesno
Transaction concepts infoSupport to ensure data integrity after non-atomic manipulations of datanoACIDAtomic execution of operations
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.noyes
User concepts infoAccess controlnoUsers with fine-grained authorization concept, user roles and pluggable authenticationno

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More resources
GraphiteSnowflakeSwayDB
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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

VictoriaMetrics, an open source monitoring solution and time series database
13 October 2023, Desde Linux

Real-Time Performance and Health Monitoring Using Netdata
2 September 2019, CNX Software

provided by Google News

Risk & Repeat: AT&T's Snowflake database breached
16 July 2024, TechTarget

Snowflake Data Cloud Summit 2024: The Biggest News
4 June 2024, CRN

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

New Snowflake Data Breach Exposes Millions of Customers
16 July 2024, Channel Insider

Snowflake data breach claims spark war of words over culpability
3 June 2024, ITPro

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