ArangoDB Python | Integration and Scripting with NoSQL

A Comprehensive Case-Study of GraphSage using PyTorchGeometric and Open-Graph-Benchmark

Sachin Sharma — Fri, 13 Aug 2021 14:40:16 +0000

Estimated reading time: 15 minute This blog post provides a comprehensive study on the theoretical and practical understanding of GraphSage, this notebook will cover: Check it out on github Last updated: 23/08/2023 15:05:13 Hear More from the Author Graph Embeddings Continue Reading Entity Resolution in ArangoDB Inside the Avocado Grove: From Canada to Germany and the…

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ArangoML Series: Multi-Model Collaboration

Christopher Woodward — Tue, 26 Jan 2021 18:45:36 +0000

Multi-Model Machine Learning This article looks at how a team collaborating on a real-world machine learning project benefits from using a multi-model database for capturing ML meta-data. The specific points discussed in this article are how: Be sure to check out the other posts in this series:ArangoML Part 1: Where Graphs and Machine Learning MeetArangoML…

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ArangoML Series: Intro to NetworkX Adapter

Christopher Woodward — Tue, 17 Nov 2020 18:25:00 +0000

This post is the fifth in a series of posts introducing the ArangoML features and tools. This post introduces the NetworkX adapter, which makes it easy to analyze your graphs stored in ArangoDB with NetworkX. In this post we: This notebook is just a slice of the full-sized notebook available in the ArangoDB NetworkX adapter…

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Performance analysis with pyArango: Part III Measuring possible capacity with usage Scenarios

Willi Goesgens — Thu, 26 Oct 2017 10:40:29 +0000

So you measured and tuned your system like described in the Part I and Part II of these blog post series. Now you want to get some figures how many end users your system will be able to serve. Therefore you define “scenarios” which will be typical for what your users do. One such a…

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ArangoDB | PyArango Performance Analysis – Transaction Inspection

Willi Goesgens — Thu, 28 Sep 2017 15:07:54 +0000

Following the previous blog post on performance analysis with pyArango, where we had a look at graphing using statsd for simple queries, we will now dig deeper into inspecting transactions. At first, we split the initialization code and the test code. Initialisation code We load the collection with simple documents. We create an index on…

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Performance analysis using pyArango Part I

Willi Goesgens — Thu, 21 Sep 2017 10:39:40 +0000

This is Part I of Performance analysis using pyArango blog series. Please refer here for: Part II (cluster) and Part III (measuring system capacity). Usually, your application will persist of a set of queries on ArangoDB for one scenario (i.e. displaying your user’s account information etc.) When you want to make your application scale, you’d…

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Wanted: Python API Contributors for NoSQL Project | ArangoDB Blog 2012

Frank Celler — Sat, 24 Mar 2012 09:40:26 +0000

Note: We changed the name of the database in May 2012. AvocadoDB is now called ArangoDB. Are you a Python expert and want to contribute to an open source project? We need your help writing an API for Python for a new nosql database! AvocadoDB is a rather new open source project – a fancy…

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