Plotting multigraphs with NetworkX/PyGraphviz: fine tuning node/edge position











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I'd like to use NetworkX to more-or-less reproduce the following figure (from F. Crick, Nature 227, 561 (1970)):



enter image description here



I can reproduce the underlying graph using MultiDiGraph:



import networkx as nx

g = nx.MultiDiGraph()
weakEdges = [('RNA', 'DNA'), ('RNA', 'RNA'), ('RNA', 'protein')]
strongEdges = [('DNA', 'DNA'), ('DNA', 'RNA'), ('DNA', 'protein')]
g.add_edges_from(weakEdges)
g.add_edges_from(strongEdges)


but apparently the built-in matplotlib plotting doesn't support parallel edges, as is needed for proper multigraphs.



On the other hand, I can convert g to a PyGraphviz AGraph and plot that:



a = nx.nx_agraph.to_agraph(g)
for etup in weakEdges:
a.get_edge(*etup).attr['style'] = 'dashed'

a.draw('test2.png', prog='circo')


enter image description here



This is pretty close to what I want, but I'm having trouble figuring out some of the finer details:




  • Using the circo layout, is it possible to center the "DNA" node at the top of the figure? If not, how can I control the absolute position of each node?


  • How do I tweak the positioning of the self-edges (eg the "DNA" -> "DNA" edge) so that they more closely resemble those in the original figure?











share|improve this question


























    up vote
    0
    down vote

    favorite












    I'd like to use NetworkX to more-or-less reproduce the following figure (from F. Crick, Nature 227, 561 (1970)):



    enter image description here



    I can reproduce the underlying graph using MultiDiGraph:



    import networkx as nx

    g = nx.MultiDiGraph()
    weakEdges = [('RNA', 'DNA'), ('RNA', 'RNA'), ('RNA', 'protein')]
    strongEdges = [('DNA', 'DNA'), ('DNA', 'RNA'), ('DNA', 'protein')]
    g.add_edges_from(weakEdges)
    g.add_edges_from(strongEdges)


    but apparently the built-in matplotlib plotting doesn't support parallel edges, as is needed for proper multigraphs.



    On the other hand, I can convert g to a PyGraphviz AGraph and plot that:



    a = nx.nx_agraph.to_agraph(g)
    for etup in weakEdges:
    a.get_edge(*etup).attr['style'] = 'dashed'

    a.draw('test2.png', prog='circo')


    enter image description here



    This is pretty close to what I want, but I'm having trouble figuring out some of the finer details:




    • Using the circo layout, is it possible to center the "DNA" node at the top of the figure? If not, how can I control the absolute position of each node?


    • How do I tweak the positioning of the self-edges (eg the "DNA" -> "DNA" edge) so that they more closely resemble those in the original figure?











    share|improve this question
























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite











      I'd like to use NetworkX to more-or-less reproduce the following figure (from F. Crick, Nature 227, 561 (1970)):



      enter image description here



      I can reproduce the underlying graph using MultiDiGraph:



      import networkx as nx

      g = nx.MultiDiGraph()
      weakEdges = [('RNA', 'DNA'), ('RNA', 'RNA'), ('RNA', 'protein')]
      strongEdges = [('DNA', 'DNA'), ('DNA', 'RNA'), ('DNA', 'protein')]
      g.add_edges_from(weakEdges)
      g.add_edges_from(strongEdges)


      but apparently the built-in matplotlib plotting doesn't support parallel edges, as is needed for proper multigraphs.



      On the other hand, I can convert g to a PyGraphviz AGraph and plot that:



      a = nx.nx_agraph.to_agraph(g)
      for etup in weakEdges:
      a.get_edge(*etup).attr['style'] = 'dashed'

      a.draw('test2.png', prog='circo')


      enter image description here



      This is pretty close to what I want, but I'm having trouble figuring out some of the finer details:




      • Using the circo layout, is it possible to center the "DNA" node at the top of the figure? If not, how can I control the absolute position of each node?


      • How do I tweak the positioning of the self-edges (eg the "DNA" -> "DNA" edge) so that they more closely resemble those in the original figure?











      share|improve this question













      I'd like to use NetworkX to more-or-less reproduce the following figure (from F. Crick, Nature 227, 561 (1970)):



      enter image description here



      I can reproduce the underlying graph using MultiDiGraph:



      import networkx as nx

      g = nx.MultiDiGraph()
      weakEdges = [('RNA', 'DNA'), ('RNA', 'RNA'), ('RNA', 'protein')]
      strongEdges = [('DNA', 'DNA'), ('DNA', 'RNA'), ('DNA', 'protein')]
      g.add_edges_from(weakEdges)
      g.add_edges_from(strongEdges)


      but apparently the built-in matplotlib plotting doesn't support parallel edges, as is needed for proper multigraphs.



      On the other hand, I can convert g to a PyGraphviz AGraph and plot that:



      a = nx.nx_agraph.to_agraph(g)
      for etup in weakEdges:
      a.get_edge(*etup).attr['style'] = 'dashed'

      a.draw('test2.png', prog='circo')


      enter image description here



      This is pretty close to what I want, but I'm having trouble figuring out some of the finer details:




      • Using the circo layout, is it possible to center the "DNA" node at the top of the figure? If not, how can I control the absolute position of each node?


      • How do I tweak the positioning of the self-edges (eg the "DNA" -> "DNA" edge) so that they more closely resemble those in the original figure?








      python networkx graph-theory graphviz pygraphviz






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      asked Nov 10 at 0:02









      tel

      3,5611428




      3,5611428
























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          A small setup in plain Graphviz / dot syntax (feed it to http://www.webgraphviz.com/ and one can see the result):



          digraph X {
          {rank=same; RNA Protein}
          DNA -> RNA
          DNA -> Protein
          Protein -> RNA
          DNA:n -> DNA:n
          }


          Basic parts are here:





          • :n place to get the array at (other possibilities are other wind directions including e.g. :nw).


          • rank=same; to align the mentioned nodes in one line






          share|improve this answer





















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            1 Answer
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            1 Answer
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            active

            oldest

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            active

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            up vote
            0
            down vote













            A small setup in plain Graphviz / dot syntax (feed it to http://www.webgraphviz.com/ and one can see the result):



            digraph X {
            {rank=same; RNA Protein}
            DNA -> RNA
            DNA -> Protein
            Protein -> RNA
            DNA:n -> DNA:n
            }


            Basic parts are here:





            • :n place to get the array at (other possibilities are other wind directions including e.g. :nw).


            • rank=same; to align the mentioned nodes in one line






            share|improve this answer

























              up vote
              0
              down vote













              A small setup in plain Graphviz / dot syntax (feed it to http://www.webgraphviz.com/ and one can see the result):



              digraph X {
              {rank=same; RNA Protein}
              DNA -> RNA
              DNA -> Protein
              Protein -> RNA
              DNA:n -> DNA:n
              }


              Basic parts are here:





              • :n place to get the array at (other possibilities are other wind directions including e.g. :nw).


              • rank=same; to align the mentioned nodes in one line






              share|improve this answer























                up vote
                0
                down vote










                up vote
                0
                down vote









                A small setup in plain Graphviz / dot syntax (feed it to http://www.webgraphviz.com/ and one can see the result):



                digraph X {
                {rank=same; RNA Protein}
                DNA -> RNA
                DNA -> Protein
                Protein -> RNA
                DNA:n -> DNA:n
                }


                Basic parts are here:





                • :n place to get the array at (other possibilities are other wind directions including e.g. :nw).


                • rank=same; to align the mentioned nodes in one line






                share|improve this answer












                A small setup in plain Graphviz / dot syntax (feed it to http://www.webgraphviz.com/ and one can see the result):



                digraph X {
                {rank=same; RNA Protein}
                DNA -> RNA
                DNA -> Protein
                Protein -> RNA
                DNA:n -> DNA:n
                }


                Basic parts are here:





                • :n place to get the array at (other possibilities are other wind directions including e.g. :nw).


                • rank=same; to align the mentioned nodes in one line







                share|improve this answer












                share|improve this answer



                share|improve this answer










                answered Nov 10 at 9:57









                albert

                2,68721021




                2,68721021






























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