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alexaverbuch/graph_gen_utils
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graph_gen_utils is a Maven project, built in Eclipse. Quickly import/export Neo4j database instances from/to different formats, including: * Chaco files (+ Partition files) [1] * GML files * Generated topologeies (Random & Fully Connected) * Proprietry format to import very big datasets from Twitter crawls Apply "partitionings" (a COLOR property is added to Nodes that represents the partition it belongs to) to a Neo4j instance: * PartitionerAsRandom * PartitionerAsBalanced (round robin partition allocation) * PartitionerAsFile (Partition files) [1] * PartitionerAsCoords (useful for GIS datasets) * Partitioner... custom schemes possible by extending Partitioner Load Neo4j database instance into memory: * MemGraph (an in-memory implementation of the Neo4j GraphDatabaseService interface) Write graph metrics to .csv file: Graph metrics (general): * Clustering-coefficient * Number of vertices/nodes * Number of edges/relationships Graph metrics (partitioning related): * Modularity * Edge cut * Partition sizes Neo4j database import procedure is memory optimized, and performance optimized via option to use batch inserter [1] B. Hendrickson and R. Leland. The Chaco User’s Guide Version 2.0. Tech. Rep. SAND 94-2692, Sandia Natl. Lab., Albuquerque, NM, 1994.
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neo4j, chaco files, gml files, metrics files, in-memory graphs, etc
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