GrGen
Software development tool
GrGen.NET is a software development tool that offers programming languages (domain-specific languages) that are optimized for the processing of graph structured data. The core of the languages consists of modular graph rewrite rules, which are built on declarative graph pattern matching and rewriting; they are supplemented by many of the constructs that are used in imperative and object-oriented programming, and are completed with language devices known from database query languages.
The Graph Rewrite GENerator compiles the languages into efficient CLI assemblies (via C#-Code in an intermediate step), which can be integrated via an API into code written in any .NET-language. GrGen can be executed under Windows and Linux (Mono needed) and is open source available under LGPL v3.
For rapid prototyping and debugging, an interactive shell and a (VCG-)graph viewer are included in the package. With its languages and its visual and stepwise debugging, GrGen allows one to develop at the natural level of abstraction of graph-based representations, such as those employed in engineering, model transformation, computational linguistics, or compiler construction (as intermediate representation).
GrGen increases productivity for those kinds of tasks far beyond what can be achieved by programming in a traditional programming language (also because of its built-in ORM-mapper); due to many implemented performance optimizations it still allows one to achieve high-performance solutions. Its authors claim that the system offers the highest combined speed of development and execution available for the algorithmic processing of graph-based representations (based on their performance regarding diverse tasks posed at different editions of the Transformation Tool Contest (/GraBaTs)).
01Specification sample
Below is an example containing a graph model and rule specifications from the GrGen.NET-solution to the AntWorld-case Archived 2011-08-10 at the Wayback Machine posed at Grabats 08 Deprecated link archived 2012-11-29 at archive.today.
Graph model:
node class GridNode { food:int; pheromones:int; } node class GridCornerNode extends GridNode; node class AntHill extends GridNode { foodCountdown:int = 10; } node class Ant { hasFood:boolean; } edge class GridEdge connect GridNode[1] -> GridNode[1]; edge class PathToHill extends GridEdge; edge class AntPosition;Rewrite rules:
rule TakeFood(curAnt:Ant) { curAnt -:AntPosition-> n:GridNode\AntHill; if { !curAnt.hasFood && n.food > 0; } modify { eval { curAnt.hasFood = true; n.food = n.food - 1; } } } rule SearchAlongPheromones(curAnt:Ant) { curAnt -oldPos:AntPosition-> old:GridNode <-:PathToHill- new:GridNode; if { new.pheromones > 9; } modify { delete(oldPos); curAnt -:AntPosition-> new; } } test ReachedEndOfWorld(curAnt:Ant) : (GridNode) { curAnt -:AntPosition-> n:GridNode\AntHill; negative { n <-:PathToHill-; } return (n); }
02Conference papers
- GrGen: A Fast SPO-Based Graph Rewriting Tool/ - ICGT 06
- Generation of Sierpinski Triangles: A Case Study for Graph Transformation Tools - AGTIVE 07
- Graph Rewriting for Hardware Dependent Program Optimizations - AGTIVE 07
- A First Experimental Evaluation of Search Plan Driven Graph Pattern Matching - AGTIVE 07
- Customizing GrGen.NET for Model Transformation Archived 2011-06-10 at the Wayback Machine - GraMoT 08
- Graph Rewrite Rules with Structural Recursion - ICGT/GCM 08
Sources and credits
This article is adapted from the Wikipedia article “GrGen”, written by its contributors and licensed under CC BY-SA 4.0. Fathomly has changed the layout, removed citation markers, navigation and maintenance notices, and adjusted punctuation. This adapted version is shared under the same license. For references, see the original article.
Images, from Wikimedia Commons:
- Grgen-256.png by Unknown author, Fair use
- GrGenNETKochSnowflakeMatch.png by GrGen developer team ; Gragra, Public domain
- GrGenNETKochSnowflakeRewrite.png by GrGen developer team ; Gragra, Public domain
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