fix feature_bin_stats return_cols

itlubber · Jul 15, 2024 · 08bf842 · 08bf842
1 parent 4f55422
commit 08bf842
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Showing 3 changed files with 148 additions and 212 deletions.
diff --git a/examples/auto_report.ipynb b/examples/auto_report.ipynb
diff --git a/requirements.txt b/requirements.txt
@@ -1,6 +1,6 @@
 Cython
 wget
-numpy>1.23.1
+numpy>1.23.1,<1.24.0
 pandas
 matplotlib
 seaborn>=0.10.0
@@ -9,7 +9,7 @@ statsmodels<0.14,>=0.13.2
 scikit-learn>=1.3.1
 toad
 scorecardpy
-ortools<9.8.0
+ortools<9.8.0,>=9.7.0
 ropwr>=0.4.0
 optbinning
 CairoSVG>=2.7.0

diff --git a/scorecardpipeline/processing.py b/scorecardpipeline/processing.py
@@ -871,10 +871,10 @@ def feature_bin_stats(data, feature, target="target", overdue=None, dpd=None, ru
                     combiner = Combiner(target=target, adj_rules=rules, method=method, empty_separate=empty_separate, min_n_bins=2, max_n_bins=max_n_bins, min_bin_size=min_bin_size, max_bin_size=max_bin_size, **kwargs)
                     combiner.fit(_datasets)
 
-                table, rule = Combiner.feature_bin_stats(_datasets, feature, target=target, method=method, desc=desc, combiner=combiner, ks=ks, max_n_bins=max_n_bins, min_bin_size=min_bin_size, max_bin_size=max_bin_size, greater_is_better=greater_is_better, empty_separate=empty_separate, return_cols=return_cols, return_rules=True, verbose=verbose, **kwargs)
+                table, rule = Combiner.feature_bin_stats(_datasets, feature, target=target, method=method, desc=desc, combiner=combiner, ks=ks, max_n_bins=max_n_bins, min_bin_size=min_bin_size, max_bin_size=max_bin_size, greater_is_better=greater_is_better, empty_separate=empty_separate, return_rules=True, verbose=verbose, **kwargs)
                 table.columns = pd.MultiIndex.from_tuples([("分箱详情", c) if c in merge_columns else (target, c) for c in table.columns])
             else:
-                _table = Combiner.feature_bin_stats(_datasets, feature, target=target, method=method, desc=desc, combiner=combiner, ks=ks, max_n_bins=max_n_bins, min_bin_size=min_bin_size, max_bin_size=max_bin_size, greater_is_better=greater_is_better, empty_separate=empty_separate, return_cols=return_cols, verbose=verbose, **kwargs)
+                _table = Combiner.feature_bin_stats(_datasets, feature, target=target, method=method, desc=desc, combiner=combiner, ks=ks, max_n_bins=max_n_bins, min_bin_size=min_bin_size, max_bin_size=max_bin_size, greater_is_better=greater_is_better, empty_separate=empty_separate, verbose=verbose, **kwargs)
                 _table.columns = pd.MultiIndex.from_tuples([("分箱详情", c) if c in merge_columns else (target, c) for c in _table.columns])
 
                 table = table.merge(_table, on=[("分箱详情", c) for c in merge_columns])