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A package that is useful for clustering high-dimensional instances (e.g. T cell receptors) and testing whether clusters of instances are differentially abundant in two or more categorical conditions. The package provides d3/SVG rendering of scipy hierarchical clustering dendrograms with zooming, panning and tooltips. This uniquely allows for exploring large trees of datasets, conditioned on a categorical trait.

License: MIT License

Python 2.63% HTML 97.37%

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agartland avatar kmayerb avatar

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kmayerb lkampoli

hierdiff's Issues

plot_hclust_props() using prune_col, got error KeyError: 'members'

KeyError: 'members', probably a hold over before we harmonized to neighbors

Consider swapping 'neighbors' for 'members', there may be more issues, but this might be a place to start.

            if not prune_col is None:
                """Prune (don't print) if all member results are also prune=True"""
                prune = res.loc[res['cid'].isin(cid_res['members']), prune_col].all()
                if prune:
                    continue

if not prune_col is None:
"""Prune (don't print) if all member results are also prune=True"""
prune = res.loc[res['cid'].isin(cid_res['members']), prune_col].all()
if prune:
continue

KeyError                                  Traceback (most recent call last)
/opt/conda/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   2888             try:
-> 2889                 return self._engine.get_loc(casted_key)
   2890             except KeyError as err:

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'members'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
<ipython-input-40-6f7a7c20e30d> in <module>
      6             alpha=0.00001, colors = ['blue','gray'],
      7             alpha_col='pvalue',
----> 8             prune_col = 'prune_me')

/opt/conda/lib/python3.7/site-packages/hierdiff/hier_plot.py in plot_hclust_props(Z, title, res, alpha_col, alpha, tooltip_cols, colors, prune_col)
     78                                                             tooltip_cols=tooltip_cols,
     79                                                             colors=colors,
---> 80                                                             prune_col=prune_col)
     81
     82     #lines_df = 100 * pd.DataFrame({'x1':np.random.rand(10), 'y1':np.random.rand(10), 'x2':np.random.rand(10), 'y2':np.random.rand(10)})

/opt/conda/lib/python3.7/site-packages/hierdiff/hier_plot.py in _hclust_paths(Z, height, width, margin, res, alpha_col, alpha, tooltip_cols, colors, min_count, prune_col)
    145             if not prune_col is None:
    146                 """Prune (don't print) if all member results are also prune=True"""
--> 147                 prune = res.loc[res['cid'].isin(cid_res['members']), prune_col].all()
    148                 if prune:
    149                     continue

/opt/conda/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    880
    881         elif key_is_scalar:
--> 882             return self._get_value(key)
    883
    884         if (

/opt/conda/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
    989
    990         # Similar to Index.get_value, but we do not fall back to positional
--> 991         loc = self.index.get_loc(label)
    992         return self.index._get_values_for_loc(self, loc, label)
    993

/opt/conda/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   2889                 return self._engine.get_loc(casted_key)
   2890             except KeyError as err:
-> 2891                 raise KeyError(key) from err
   2892
   2893         if tolerance is not None:

KeyError: 'members'

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