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Update 'null_logid's to 'non_empty_log_ids' (#64)
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IsuruBoyagane15 committed Oct 26, 2020
1 parent 244005f commit 0421747
Showing 1 changed file with 3 additions and 3 deletions.
6 changes: 3 additions & 3 deletions logparser/utils/evaluator.py
Expand Up @@ -28,9 +28,9 @@ def evaluate(groundtruth, parsedresult):
df_groundtruth = pd.read_csv(groundtruth)
df_parsedlog = pd.read_csv(parsedresult)
# Remove invalid groundtruth event Ids
null_logids = df_groundtruth[~df_groundtruth['EventId'].isnull()].index
df_groundtruth = df_groundtruth.loc[null_logids]
df_parsedlog = df_parsedlog.loc[null_logids]
non_empty_log_ids = df_groundtruth[~df_groundtruth['EventId'].isnull()].index
df_groundtruth = df_groundtruth.loc[non_empty_log_ids]
df_parsedlog = df_parsedlog.loc[non_empty_log_ids]
(precision, recall, f_measure, accuracy) = get_accuracy(df_groundtruth['EventId'], df_parsedlog['EventId'])
print('Precision: %.4f, Recall: %.4f, F1_measure: %.4f, Parsing_Accuracy: %.4f'%(precision, recall, f_measure, accuracy))
return f_measure, accuracy
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