--- title: ArangoDB Blog | Documentation description: Documentation | --- ArangoDB 3.12 Product Release Announcement! Read the blog for details. [Read Blog](https://arangodb.com/2024/03/arangodb-3-12-performance-for-all-your-data-models/) [![logo](https://blog.arangodb.com/hs-fs/hubfs/Imported_Blog_Media/logo.png?width=301&height=50&name=logo.png "logo")](https://arango.ai) ### Why Graph [The Rise of Graph](https://arangodb.com/the-rise-of-graph/) [The Graph ML Gamechanger](https://arangodb.com/the-graph-ml-gamechanger/) [Consolidate to Graph](https://arangodb.com/graph-vs-relational/) [Graph DB Basics](https://arangodb.com/graph-database/) ### Products [Managed Graph DB](https://arangodb.com/arangograph-managedgraphdb/) [Self-Managed Graph DB](https://arangodb.com/arangograph-selfmanaged/) [Managed Graph ML](https://arangodb.com/managed-ml-graph/) [Community Edition](https://arangodb.com/community-server/) [Compare Products](https://arangodb.com/subscriptions/) ### Solutions Use Cases Industries Solution Accelerators - [Cyber/Threat Mgmt](https://arangodb.com/solutions/use-cases/cyber-threat-management/) - [Fraud Detection](https://arangodb.com/solutions/use-cases/fraud-detections/) - 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Why Graph - [The Rise of Graph](https://arangodb.com/the-rise-of-graph/) - [The Graph ML Gamechanger](https://arangodb.com/the-graph-ml-gamechanger/) - [Consolidate to Graph](https://arangodb.com/graph-vs-relational/) - [Graph DB Basics](https://arangodb.com/graph-database/) - Products - [Managed Graph DB](https://arangodb.com/arangograph-managedgraphdb/) - [Self-Managed Graph DB](https://arangodb.com/arangograph-selfmanaged/) - [Managed Graph ML](https://arangodb.com/managed-ml-graph/) - [Community Edition](https://arangodb.com/community-server/) - [Compare Products](https://arangodb.com/subscriptions/) - Solutions - Use Cases - [Cyber/Threat Mgmt](https://arangodb.com/solutions/use-cases/cyber-threat-management/) - [Fraud Detection](https://arangodb.com/solutions/use-cases/fraud-detections/) - [Supply Chain](https://arangodb.com/solutions/use-cases/supply-chain/) - [Network Asset Management](https://arangodb.com/solutions/use-cases/network-asset-management/) - [Customer & Patient 360](https://arangodb.com/solutions/use-cases/customer-and-patient-360/) - [Recommendations](https://arangodb.com/solutions/use-cases/recommendations/) - [Case Management](https://arangodb.com/solutions/use-cases/case-management/) - [Geospatial Analysis](https://arangodb.com/solutions/use-cases/geospatial/) - [Master Data Mgmt](https://arangodb.com/solutions/use-cases/master-data-management/) - Industries - [Software & Technology](https://arangodb.com/arangodb-for-software-tech/) - [Financial Services](https://arangodb.com/arangodb-for-financial-services/) - [Tele Communication](https://arangodb.com/telecommunications-and-network/) - [E-commerce](https://arangodb.com/arangodb-for-e-commerce/) - [Healthcare](https://arangodb.com/arangodb-for-healthcare/) - [Government](https://arangodb.com/arangodb-for-government/) - [Aerospace & Defence](https://arangodb.com/arangodb-for-aerospace-defense/) - [Manufacturing](https://arangodb.com/arangodb-for-manufacturing/) - Solution Accelerators - [Enterprise Knowledge Graphs](https://arangodb.com/resources/white-papers/enterprise-knowledge-graphs/) - [Entity Resolution](https://arangodb.com/entity-resolution/) - [Traceability/Lineage](https://arangodb.com/traceability-and-lineage/) - [Contexual Relevance](https://arangodb.com/contextual-relevance/) - Customers - [All Case Studies](https://arangodb.com/solutions/solutions-customers/#all) - [Government & Cyber](https://arangodb.com/solutions/solutions-customers/#Government-Cyber) - [Manufacturing & Supply Chain](https://arangodb.com/solutions/solutions-customers/#Manufacturing-Supply-Chain) - [Healthcare & Science](https://arangodb.com/solutions/solutions-customers/#Healthcare-Science) - [Retail & Commerce](https://arangodb.com/solutions/solutions-customers/#Retail-Commerce) - [Technology](https://arangodb.com/solutions/solutions-customers/#Technology) - [Education](https://arangodb.com/solutions/solutions-customers/#Education) - [Telco](https://arangodb.com/solutions/solutions-customers/#Telco) - [Financial Services](https://arangodb.com/solutions/solutions-customers/#Financial-Services) - Learn - [Documentation](https://docs.arangodb.com/stable/) - [Developer Hub](https://developer.arangodb.com/) - [ArangoDB University](https://university.arangodb.com/) - [Blog](https://arangodb.com/blog/) - [Certification](https://arangodb.com/learn/certification/) - [Community](https://arangodb.com/community/) - [Events](https://arangodb.com/events/) - [Resources](https://arangodb.com/resources/) - [Training Center](https://arangodb.com/learn/) - Company - [About Us](https://arangodb.com/about-us/) - [Team](https://arangodb.com/about-arangodb/) - [Partners](https://arangodb.com/partners/) - [News](https://arangodb.com/news/) - [Careers](https://arangodb.applytojob.com/apply) - [Pricing](https://arangodb.com/download-major/pricing/) [**Start Free** ArangoGraph Cloud](https://dashboard.arangodb.cloud/signup?acceptedTermsAndConditions=1) [**Download Now** ArangoDB Enterprise](https://arangodb.com/download-arangodb-enterprise/) ![Vector-5](https://blog.arangodb.com/hubfs/Imported_Blog_Media/search.svg) ## [Running ArangoDB on a Mac with Docker and Kitematic / Docker-Machine](https://blog.arangodb.com/blog/2016/01/running-arangodb-mac-docker-kitematic-docker-machine) January 18, 2016 Tags: [Documentation](https://blog.arangodb.com/blog/topic/documentation), [Tutorial](https://blog.arangodb.com/blog/topic/tutorial) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 5 minutes When I work with ArangoDB on my Mac, I usually install ArangoDB via homebrew and do tests on the latest new developments based on the devel-branch, compiling ArangoDB right from source. To test a feature in a special version I use docker images that need a virtual machine on MacOS. I struggled with Boot2Docker several times and recently tried [Docker Machine](https://www.docker.com/) – with the Web UI [Kitematic](https://www.docker.com/) – currently in beta. [(more…)](https://blog.arangodb.com/blog/2016/01/running-arangodb-mac-docker-kitematic-docker-machine) ## [Using Multiple Indexes Per Collection](https://blog.arangodb.com/blog/2015/12/using-multiple-indexes-per-collection) December 01, 2015 Tags: [AQL](https://blog.arangodb.com/blog/topic/aql), [Documentation](https://blog.arangodb.com/blog/topic/documentation), [Performance](https://blog.arangodb.com/blog/topic/performance) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 2 minutes The query optimizer in ArangoDB 2.8 has been improved in terms of how it can make use of indexes. In previous versions of ArangoDB, the query optimizer could use only one index per collection used in an AQL query. When using a logical OR in a FILTER condition, the optimizer did not use any index for the collection in order to ensure the result is still correct. This is much better in 2.8. Now the query optimizer can use multiple indexes on the same collection for FILTER conditions that are combined with a logical OR. For all following queries, I have set up a collection named `test`, which has.. [(more…)](https://blog.arangodb.com/blog/2015/12/using-multiple-indexes-per-collection) ## [Foxx: Module resolution will change in 2.8](https://blog.arangodb.com/blog/2015/11/foxx-module-resolution-will-change-in-2-8) November 25, 2015 Tags: [Foxx](https://blog.arangodb.com/blog/topic/foxx), [Documentation](https://blog.arangodb.com/blog/topic/documentation), [Tutorial](https://blog.arangodb.com/blog/topic/tutorial), [Release](https://blog.arangodb.com/blog/topic/release) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 1 minutes The implementation of the JavaScript `require` function will be adjusted to improve compatibility with npm modules. The current implementation in 2.7 and earlier versions of ArangoDB strictly adheres to the CommonJS module standard, which deviates from the behaviour implemented in Node and browser bundlers. Module paths will now be resolved in the following ways: - relative paths (e.g. `./hello`) will be resolved relative to the current file - absolute paths (e.g. `/hello`) will be resolved relative to the file system root - global names (e.g. `hello`) will be resolved by looking in the following places: [(more…)](https://blog.arangodb.com/blog/2015/11/foxx-module-resolution-will-change-in-2-8) ## [Running V8 isolates in a multi-threaded ArangoDB database](https://blog.arangodb.com/blog/2015/08/running-v8-isolates-in-a-multi-threaded-arangodb-database) August 07, 2015 Tags: [C++](https://blog.arangodb.com/blog/topic/c), [API](https://blog.arangodb.com/blog/topic/api), [Architecture](https://blog.arangodb.com/blog/topic/architecture), [Documentation](https://blog.arangodb.com/blog/topic/documentation), [nodejs](https://blog.arangodb.com/blog/topic/nodejs), [Javascript](https://blog.arangodb.com/blog/topic/javascript) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 8 minutes ArangoDB allows **running user-defined JavaScript code in the database**. This can be used for more complex, *stored procedures*-like database operations. Additionally, ArangoDB’s [Foxx framework](https://www.arangodb.com/community-server/foxx/) can be used to **make any database functionality available via an HTTP REST API**. It’s easy to **build data-centric microservices** with it, using the scripting functionality for tasks like access control, data validation, sanitation etc. We often get asked how the scripting functionality is implemented under the hood. Additionally, several people have asked **how ArangoDB’s JavaScript functionality relates to..** [(more…)](https://blog.arangodb.com/blog/2015/08/running-v8-isolates-in-a-multi-threaded-arangodb-database) ## [Dockerizing a Bloom-based Nonces Service in 10 Minutes](https://blog.arangodb.com/blog/2015/06/dockerizing-a-bloom-based-nonces-service-in-10-minutes) June 26, 2015 Tags: [Foxx](https://blog.arangodb.com/blog/topic/foxx), [Documentation](https://blog.arangodb.com/blog/topic/documentation), [Tutorial](https://blog.arangodb.com/blog/topic/tutorial) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 4 minutes In this article I want to explain how to setup a nonce-microservice using docker. Nonce are one-time tokens that are used to ensure that an action can only be taken once. In a project, we needed to ensure that a **pay** button is only pressed once. Note that nonces are not used to sign requests or identify a user. This is a separate mechanism. ArangoDB contains a nonce implementation which is a variation of Bloom-filters. It allows to store nearly unlimited nonces within a limited amount of memory. Nonce are allowed to age, that is after an hour they might expire. If there is sufficient interest,.. [(more…)](https://blog.arangodb.com/blog/2015/06/dockerizing-a-bloom-based-nonces-service-in-10-minutes) ## [Create an ArangoDB cluster on Microsoft Azure](https://blog.arangodb.com/blog/2015/05/azure-cluster) May 28, 2015 Tags: [Cluster](https://blog.arangodb.com/blog/topic/cluster), [Documentation](https://blog.arangodb.com/blog/topic/documentation) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 3 minutes During the last weeks we’ve released our new deployment tool for cloud computing platforms with how-to’s for [Google Compute Engine](https://blog.arangodb.com/blog/2015/04/gce-cluster), [Digital Ocean](https://blog.arangodb.com/blog/2015/04/digital-ocean-cluster) and [Amazon Web Services](https://blog.arangodb.com/blog/2015/05/aws-cluster) support. Today we show how to deploy an ArangoDB cluster on Azure with a single command. ### Azure To easy-deploy an ArangoDB cluster on [Azure](https://azure.microsoft.com/) you just need to install the official [azure-cli](https://azure.microsoft.com/en-us/documentation/articles/xplat-cli-connect/), download [a single bash script](https://raw.githubusercontent.com/ArangoDB/deployment/publish/Azure_ArangoDB_Cluster.sh) and watch the tool take care of the rest for you. Your azure account needs permission for creating instances, adding ssh-keypairs and managing virtual networks. ``` wget.. ``` [(more…)](https://blog.arangodb.com/blog/2015/05/azure-cluster) ## [ArangoDB 2.6 – API changes, additions and changed behavior](https://blog.arangodb.com/blog/2015/05/arangodb-2-6-api-changes) May 22, 2015 Tags: [API](https://blog.arangodb.com/blog/topic/api), [Documentation](https://blog.arangodb.com/blog/topic/documentation), [Releases](https://blog.arangodb.com/blog/topic/releases), [Release](https://blog.arangodb.com/blog/topic/release) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 4 minutes ArangoDB 2.6 comes with new and changed APIs as well as changed behavior regarding document keys and several graph functions. If you use *Travis-CI* for your tests you can download the Travis-CI ArangoDB build here: Travis-CI/ArangoDB-2.6.0-alpha2.tar.gz The changes so far: ### APIs added - added batch document removal and lookup APIs: These APIs can be used to perform multi-document lookup and removal operations efficiently. The arguments to these APIs are the name of the collection plus the array of document keys to fetch or remove. The endpoints for these APIs are as follows: ``` PUT.. ``` [(more…)](https://blog.arangodb.com/blog/2015/05/arangodb-2-6-api-changes) ## [Web Interface supports AQL Query Explain](https://blog.arangodb.com/blog/2015/05/aql-explain-web-interface) May 19, 2015 Tags: [arangosh](https://blog.arangodb.com/blog/topic/arangosh), [Documentation](https://blog.arangodb.com/blog/topic/documentation), [WebUI](https://blog.arangodb.com/blog/topic/webui) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 1 minutes For developers that use the ArangoDB shell `arangosh` the *explain()* command and its compact output format is a great resource to check **AQL** queries. Explain prints the original query, the generated query execution plan, the applied optimizer rules plus the list of indexes that will be used. Jan showed in a [blog post](http://jsteemann.github.io/blog/2015/01/23/explaining-aql-queries-the-fancy-way/) how this can look like. While preparing ArangoDB 2.6 we found some time to add this feature to the Web UI. So now you can check you AQL queries right in the Web-Interface as well. [(more…)](https://blog.arangodb.com/blog/2015/05/aql-explain-web-interface) ## [Improved System User Authentication](https://blog.arangodb.com/blog/2015/05/improved-system-user-authentication) May 18, 2015 Tags: [Documentation](https://blog.arangodb.com/blog/topic/documentation), [Performance](https://blog.arangodb.com/blog/topic/performance), [General](https://blog.arangodb.com/blog/topic/general) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 1 minutes ArangoDB can easily be configured to require HTTP authentication for access to the web admin frontend or the REST API. But while Basic Auth works fine for APIs, the user experience in the web admin frontend was decidedly sub-par: browsers would often persist the authentication credentials indefinitely, logging out was made difficult or impossible and switching users was hit-or-miss. The upcoming ArangoDB 2.6 release introduces cookie-based authentication for the web admin frontend, allowing you to side-step the issue altogether by using the built-in session manager instead of the low-level.. [(more…)](https://blog.arangodb.com/blog/2015/05/improved-system-user-authentication) ## [Create an ArangoDB cluster on Amazon Web Services (AWS)](https://blog.arangodb.com/blog/2015/05/aws-cluster) May 13, 2015 Tags: [Cluster](https://blog.arangodb.com/blog/topic/cluster), [Documentation](https://blog.arangodb.com/blog/topic/documentation) ![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 2 minutes During the last weeks we’ve released our new deployment tool for cloud computing platforms with how-to’s for [Google Compute Engine](https://blog.arangodb.com/blog/2015/04/gce-cluster) and [Digital Ocean](https://blog.arangodb.com/blog/2015/04/digital-ocean-cluster) support. Today we show how to deploy an ArangoDB cluster on Amazon Web Services with a single command. ### Amazon Web Services (AWS) To easy-deploy an ArangoDB cluster on [AWS](https://aws.amazon.com/de/) you just need to install the official [awscli](https://docs.aws.amazon.com/cli/latest/userguide/installing.html), download [a single bash script](https://raw.githubusercontent.com/ArangoDB/deployment/publish/AmazonWebServices_ArangoDB_Cluster.sh) and watch the tool take care of the rest for you. Your aws account needs permission for creating instances, adding ssh-keypairs and managing security groups. ``` wget.. ``` [(more…)](https://blog.arangodb.com/blog/2015/05/aws-cluster) « [1](https://blog.arangodb.com/blog/topic/documentation/page/1) [2](https://blog.arangodb.com/blog/topic/documentation/page/2) [3](https://blog.arangodb.com/blog/topic/documentation/page/3) [»](https://blog.arangodb.com/blog/topic/documentation/page/2) Get the latest tutorials, blog posts and news: Tags - [General](https://blog.arangodb.com/blog/topic/general) - [Release](https://blog.arangodb.com/blog/topic/release) - [Community](https://blog.arangodb.com/blog/topic/community) - [Releases](https://blog.arangodb.com/blog/topic/releases) - [Performance](https://blog.arangodb.com/blog/topic/performance) - [Tutorial](https://blog.arangodb.com/blog/topic/tutorial) - [Foxx](https://blog.arangodb.com/blog/topic/foxx) - [AQL](https://blog.arangodb.com/blog/topic/aql) - [API](https://blog.arangodb.com/blog/topic/api) - [Newsletter](https://blog.arangodb.com/blog/topic/newsletter) - [Cluster](https://blog.arangodb.com/blog/topic/cluster) - [Graph](https://blog.arangodb.com/blog/topic/graph) - [Graphs](https://blog.arangodb.com/blog/topic/graphs) - [Documentation](https://blog.arangodb.com/blog/topic/documentation) - [Javascript](https://blog.arangodb.com/blog/topic/javascript) - [Query Language](https://blog.arangodb.com/blog/topic/query-language) - [Architecture](https://blog.arangodb.com/blog/topic/architecture) - [NoSQL](https://blog.arangodb.com/blog/topic/nosql) - [Enterprise](https://blog.arangodb.com/blog/topic/enterprise) - [Ruby](https://blog.arangodb.com/blog/topic/ruby) - [RocksDB](https://blog.arangodb.com/blog/topic/rocksdb) - [testing](https://blog.arangodb.com/blog/topic/testing) - [ArangoML](https://blog.arangodb.com/blog/topic/arangoml) - [Machine Learning](https://blog.arangodb.com/blog/topic/machine-learning) - [Benchmark](https://blog.arangodb.com/blog/topic/benchmark) - [Java](https://blog.arangodb.com/blog/topic/java) - 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