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DBMS > Apache HugeGraph vs. Pinecone

System Properties Comparison Apache HugeGraph vs. Pinecone

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Our visitors often compare Apache HugeGraph and Pinecone with Neo4j, PostgreSQL and TinkerGraph.

Editorial information provided by DB-Engines
NameApache HugeGraph  Xexclude from comparisonPinecone  Xexclude from comparison
DescriptionA fast-speed and highly-scalable Graph DBMSA managed, cloud-native vector database
Primary database modelGraph DBMSVector DBMS
DB-Engines Ranking infomeasures the popularity of database management systemsranking trend
Trend Chart
Score0.30
Rank#280  Overall
#23  Graph DBMS
Score3.20
Rank#81  Overall
#5  Vector DBMS
Websitegithub.com/­hugegraph
hugegraph.apache.org
www.pinecone.io
Technical documentationhugegraph.apache.org/­docsdocs.pinecone.io/­docs/­overview
DeveloperBaiduPinecone Systems, Inc
Initial release20182019
Current release0.9
License infoCommercial or Open SourceOpen Source infoApache Version 2.0commercial
Cloud-based only infoOnly available as a cloud servicenoyes
DBaaS offerings (sponsored links) infoDatabase as a Service

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Implementation languageJava
Server operating systemsLinux
macOS
Unix
hosted
Data schemeyes
Typing infopredefined data types such as float or dateyesString, Number, Boolean
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.nono
Secondary indexesyes infoalso supports composite index and range index
SQL infoSupport of SQLnono
APIs and other access methodsJava API
RESTful HTTP API
TinkerPop Gremlin
RESTful HTTP API
Supported programming languagesGroovy
Java
Python
Python
Server-side scripts infoStored proceduresasynchronous Gremlin script jobs
Triggersno
Partitioning methods infoMethods for storing different data on different nodesyes infodepending on used storage backend, e.g. Cassandra and HBase
Replication methods infoMethods for redundantly storing data on multiple nodesyes infodepending on used storage backend, e.g. Cassandra and HBase
MapReduce infoOffers an API for user-defined Map/Reduce methodsvia hugegraph-sparkno
Consistency concepts infoMethods to ensure consistency in a distributed systemEventual Consistency
Foreign keys infoReferential integrityyes infoedges in graph
Transaction concepts infoSupport to ensure data integrity after non-atomic manipulations of dataACID
Concurrency infoSupport for concurrent manipulation of datayesyes
Durability infoSupport for making data persistentyesyes
In-memory capabilities infoIs there an option to define some or all structures to be held in-memory only.yesno
User concepts infoAccess controlUsers, roles and permissions

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More resources
Apache HugeGraphPinecone
DB-Engines blog posts

Vector databases
2 June 2023, Matthias Gelbmann

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Recent citations in the news

Apache warns of critical flaws in MINA, HugeGraph, Traffic Control
26 December 2024, BleepingComputer

Critical Apache HugeGraph Vulnerability Under Attack - Patch ASAP
17 July 2024, The Hacker News

Apache HugeGraph-Server Vulnerability Lets Attackers Bypass Authentication
24 December 2024, CybersecurityNews

Apache Auth-Bypass Vulnerability Lets Attackers Gain Control Over HugeGraph-Server
25 December 2024, GBHackers

Critical Apache HugeGraph Flaw Under Attack | Decipher
16 July 2024, Decipher

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21 May 2024, PR Newswire

Pinecone launches serverless vector database on Azure, GCP
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Pinecone launches its serverless vector database out of preview
21 May 2024, TechCrunch

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