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@fbkarsdorp
Created October 21, 2020 15:42
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Convert scipy tree format to newick format (e.g. for working with figtree)
from scipy.cluster import hierarchy
def tree2newick(node, newick, parentdist, leaf_names):
if node.is_leaf():
return f"{leaf_names[node.id]}:{parentdist - node.dist:.2f}{newick}"
else:
if len(newick) > 0:
newick = f"):{parentdist - node.dist:.2f}{newick}"
else:
newick = ");"
newick = tree2newick(node.get_left(), newick, node.dist, leaf_names)
newick = tree2newick(node.get_right(), f",{newick}", node.dist, leaf_names)
newick = f"({newick}"
return newick
Z = linkage(dm, method="average")
tree = hierarchy.to_tree(Z, False)
newick = tree2newick(tree, "", tree.dist, leaf_names)
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