Merge branch 'master' into master
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@ -1038,6 +1038,10 @@ class Booster(object):
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else:
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# Booster can't accept data with different feature names
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if self.feature_names != data.feature_names:
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dat_missing = set(self.feature_names) - set(data.feature_names)
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my_missing = set(data.feature_names) - set(self.feature_names)
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msg = 'feature_names mismatch: {0} {1}'
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if dat_missing: msg +='\nexpected ' + ', '.join(str(s) for s in dat_missing) +' in input data'
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if my_missing: msg +='\ntraining data did not have the following fields: ' + ', '.join(str(s) for s in my_missing)
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raise ValueError(msg.format(self.feature_names,
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data.feature_names))
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