Building Large Network Datasets

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I'm trying to build a large network dataset from OSM data in ArcGIS. Doing it all at once is taking a long time and seems like there is a big opportunity for it to fail at some point which would cause me to have to start over. I would like to be able to ingest smaller dataset so that the processing would not take so long.

Is it possible to merge multiple smaller network datasets to a single dataset (that doesn't require rebuilding the entire network) that I can make routing calls to? Or maybe to do routing calls across multiple network datasets?



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