@@ -25,36 +25,22 @@ def create_dendrogram(
2525 color_threshold = None ,
2626):
2727 """
28- Function that returns a dendrogram Plotly figure object.
28+ Function that returns a dendrogram Plotly figure object. This is a thin
29+ wrapper around scipy.cluster.hierarchy.dendrogram.
2930
3031 See also https://dash.plot.ly/dash-bio/clustergram.
3132
3233 :param (ndarray) X: Matrix of observations as array of arrays
3334 :param (str) orientation: 'top', 'right', 'bottom', or 'left'
3435 :param (list) labels: List of axis category labels(observation labels)
35- :param (list) colorscale: Optional colorscale for dendrogram tree. To
36- totally replace the default colorscale, a custom
37- colorscale must contain 8 colors, corresponding
38- to when the underlying
39- scipy.cluster.hierarchy.dendrogram specifies
40- 'b', 'c', 'g', 'k', 'm', 'r', 'w', 'y', in that
41- order. So if you want 'b', 'c', 'g', 'k', to map
42- to rgb(255,0,0) and 'm', 'r', 'w', 'y', to map
43- to rgb(0,255,0), the colorscale should be
44- ['rgb(255,0,0)','rgb(255,0,0)','rgb(255,0,0)',
45- 'rgb(255,0,0)','rgb(0,255,0)','rgb(0,255,0)',
46- 'rgb(0,255,0)','rgb(0,255,0)',] If using
47- scipy >= 1.5.1, instead of the letters above, the
48- colors are specfied as 'C0', 'C1', etc. and in
49- that case the list corresponds to the colors:
50- 'C0', 'C3' or 'C9', 'C1' or 'C7', 'C6', 'C2',
51- 'C4', 'C8',<ignored>, 'C5', 'C7', e.g., if
52- scipy.cluster.hierarchy.dendrogram uses the color
53- 'C3' or 'C9' this is mapped to the rgb value in
54- index 1, and there is not color that maps to index
55- 7, of the colorscale. If the colorscale has less
56- than 8 colors, the remaining colors remain the
57- default.
36+ :param (list) colorscale: Optional colorscale for the dendrogram tree. With
37+ scipy<=1.4.1 requires 8 colors to be specified,
38+ the 7th of which is ignored. With scipy>=1.5.0,
39+ requires 10 colors. In this case the 8th color is
40+ ignored and the 2nd, 3rd and 6th are used twice as
41+ often as the others. Given a shorter list, the
42+ missing values are replaced with defaults and with
43+ a longer list the extra values are ignored.
5844 :param (function) distfun: Function to compute the pairwise distance from
5945 the observations
6046 :param (function) linkagefun: Function to compute the linkage matrix from
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