Awesome TigerGraph¶

A curated list of AWESOME TigerGraph community resources.

Table of Contents¶

• Communties
• TigerGraph Resources
• Developer Tools
• Connectors
• Visualizations
• Enviornments
• Certifications
• Pre-Built Demos
• Benchmarking
• Blogs
• Videos

Communities¶

• TigerGraph Community Site a forum allowing for Q&A, deep discussion around GSQL and TigerGraph's platform components
• YouTube
• LinkedIn
• Twitter
• Facebook
• Discord
• Reddit

TigerGraph Resources¶

• Getting Started Guide a helpful guide walking you through getting started with TigerGraph
• TigerGraph Documentation - TigerGraph's main documentation
• Graph Algorithms TigerGraph's Open Source Algorithiums
• Starter Kits Starter Kit Overview
• User Defined Function Library UDF's you can use in your TigerGraph instance
• GSQL Videos learn GSQL
• GSQL Webinars
• Blog TigerGraph's Blog

Developer Tools¶

Build¶

• Giraffle a dsl build tool that allows you to develop in multi-graph and multi-instances of Tigergraph
• Automatic Demo Loader a Google Colab notebook that can automatically upload a demo(from the TG demos folder in ecosys on Github). The notebook comes with widgets so no coding is required(just click buttons)

CLI¶

• TigerGraphCLI an easy-to-use CLI for interacting with TigerGraph databases

IDE¶

• vsc-gsql-extension an extension that provides syntax highlighting capabilities for TigerGraph's GSQL
• gsql-vim a vim GSQL syntax highlighting tool
• atom-language-gsql adds syntax highlighting and snippets to GSQL® files in Atom
• gsql-sublime - syntax formatter for GSQL in Sublime v3

Python¶

• GSQL Schema Extractor a python script to extract graph schema and modify extraction into a GSQL schema

Connectors¶

Kafka¶

• tg-kafka-connect a Kafka connector

s3¶

• tg-s3-parquet-load a program that uses Spark SQL to load parquet from Amazon S3 and store as CSV locally or in S3

RDBMS¶

• tg-rdbms-import a utility to read records from a RDBMS and then POST to TigerGraph

Hadoop/Spark¶

• tg-hadoop-connect a utility to read csv files from Hadoop and then POST to TigerGraph
• tg-jdbc-driver a JDBC Type 4 Driver for Spark, Python and Java

Python¶

• pyTigerGraph Recommended
• tg-python-wrapper simple python wrapper
• gsql_client simple python gsql client
• pyGraphistry

.NET¶

• TigerGraph.NET: Cross-platform libraries and tools for building graph-powered browser, server, desktop, and notebook apps in C# and F# with TigerGraph.

C¶

• TigerGraphConnector_CSharp - C# Wrapper for the TigerGraph REST++ API

Javacript¶

• tigroid a connector is intended to work both in browsers and on server side, to be Node.JS friendly (in the long term).
• TigerGraph.js a Javascript wrapper for TigerGraph aimed to simplify the TigerGraph-JavaScript development process

Flutter¶

• tiger_graph a Dart wrapper that streamlines connection between a TigerGraph cloud instance and Flutter.

Other¶

• dist_split a utility to split large data files for loading onto a distributed system

Visualization¶

• Davraz a graph visualization and exploration tool
• D3 a community open source visualization library
• ant_design_g6 graph visualization engine, which provides a set of basic mechanisms, including rendering, layout, analysis, interaction, animation, and other auxiliary tools
• KeyLines
• Gephi a visualization and exploration software for all kinds of graphs and networks. Gephi is open-source and free
• vis.js a dynamic, browser based visualization library
• py3plex a library for analysis and visualization of heterogeneous networks
• pyGraphistry a python based GPU powered graph visualization packackage for large graph rendering

TigerGraph Enviornment¶

Docker¶

• Docker Demo step-by-step instructions on how to pull the latest TigerGraph Developer Edition docker image to your host machine
• TG Docker Lite the purpose of this repository is to remove un-needed demo files from TigerGraph containers for resource sensitive environments e.g. CI/CD. The Docker image starts gadmin when the container spins up
• Full Enviorment Workshop TigerGraph workshop with TG-Developer latest version (3.0) and the ecosystem around it: MariaDB, Kafka, Zookeeper, Kafka Connect and Conda

Cloud¶

• Deploy TigerGraph Cloud a walkthrough guide on navigating tigergraph cloud

Certifications¶

• Graph Fundementals a course designed for people who are new to graph database and graph-based analytics
• GSQL 101 provides the basics of programming in GSQL, and enables you to create and use TigerGraph’s graph database and analytics solution

Demos¶

• TigerGraph Yelp Dataset Solution contains the GSQL scripts and TigerGraph solution tarball to import and model the Yelp challenge dataset using TigerGraph
• GSQL 101 Python Google Colab a getting started guide for interacting with TigerGraph from python environment
• pyGraphistry Vis Demo Notebook a sample of how to add graph based visualizations in your notebook
• pattern_match a bunch of sample GSQL hops
• temporal_data a temporal data demo used in Graph Guru 10
• pagerank a healthcare demo demonstrating
• label_propagation a healthcare demo that illustrates how to find communities
• loop_detection a demo focused on loop detection using GSQL queries
• movie_reccomendation a classic graph based movie recommendation engine
• network_IT a demo outlining how you can use graph to manage IT networks
• deep_learning a demo that walks you through building a neural network to recognize handwritten digits
• RDF a peek into doing RDF representation in TigerGraph
• pattern_interpret a few examples of Pattern Matching and Interpreted Mode GSQL
• fraud_detection a look at how you can use graphs for fraud detection TG-bot a TigerGraph-chat bot model

How To¶

• Python Schema & Load a simple walkthrough of creating a schmea and upserting data
• GSQL101 - on a Jupyter Notebook a guide to using GSQL with a Jupyter Notebook

Benchmarking¶

• Suitability of Graph Database Technology for the Analysis of Spatio-Temporal Data this paper investigates whether or not graph database technology is better suited when compared to the extended relational approach

Blogs¶

• Modeling Healthcare Data with Graph Databases
• Create a Graph Data Pipeline Using Python, Kafka and TigerGraph Kafka Loader
• Graph Technologies are Helping Sunset CISC
• Calling TigerGraph through REST Endpoints using POSTMAN
• Update TigerGraph Vertex Data Via REST API Using AWS Alexa
• Migrating to Giraffle for TigerGraph (Remote TigerGraph Part 1)
• How to Import a Graph Solution into TigerGraph Cloud
• Designing Feed Relationships with Graph Databases (Full Stack TigerGraph Part 2)
• Developing a Dynamic Author Search of Covid-19 Articles using Plotly Dash & TigerGraph (Part 4)
• Tiger Graph + Streamlit → Dynamically Visualize South Korea COVID-19 Data
• Generating Synthetic Patient Data
• Full Stack TigerGraph Part 1
• Using scispaCy for Named-Entity Recognition (Part 1)
• Linking Documents in a Semantic Graph (Part 2)
• Graph Query Searches (Part 3)
• Predicting Initial Public Offerings Using Graph Convolutional Neural Networks
• Infection Chains: Discovering the Unknown using Graph Analytics
• Build your First Cloud-Native Graph Database
• Deploy a Graph Database in 3 Steps [No Code Needed]!
• Power BI App an app enabling data analyst to analyse Graph Database based on query ands populate it in PowerBI

Videos¶

• TigerGraph YouTube Channel