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pckroon avatar pckroon commented on June 9, 2024 1

Unless there's anything further on generating DAGs I'll close the issue. Feel free to reopen it if it's not resolved.

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pckroon avatar pckroon commented on June 9, 2024

Interesting question :)
The directed part is easy (graph_type=nx.DiGraph).
For the acyclic part: Could you try with max_edges=0, connected=True? The algorithm won't make (undirected) cycles in the first phase, and uses any "leftover" edges to create possibly cyclic edges later. However, this will greatly limit the type of graphs you'll get. I would try filtering/assuming first, since I don't really expect too many cyclic directed graphs.

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thedrow avatar thedrow commented on June 9, 2024

But won't max_edges=0 mean there won't be any edges to any node?

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pckroon avatar pckroon commented on June 9, 2024

No, that constraint will be violated to ensure the graph is (weakly) connected.

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thedrow avatar thedrow commented on June 9, 2024

Well it makes my test run forever since sometimes there are too many nodes.

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pckroon avatar pckroon commented on June 9, 2024

It scales poorly with the number of nodes (at least N^2)
From the readme:

Graph generation may be slow for large graphs.

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thedrow avatar thedrow commented on June 9, 2024

Nah it's my test that is slow, not the graph generation itself.

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