From bf43afb8a4d80d80f62866242113d45e0b30788e Mon Sep 17 00:00:00 2001
From: mmichelsonIF <mmichelson@inferlink.com>
Date: Mon, 25 Sep 2017 15:28:52 -0700
Subject: [PATCH] removed unnecessary sub dir

---
 dsbox/overfitdetector/detector.py       | 15 +++++++++++++--
 dsbox/overfitdetector/util/__init__.py  |  1 -
 dsbox/overfitdetector/util/utilities.py | 17 -----------------
 3 files changed, 13 insertions(+), 20 deletions(-)
 delete mode 100644 dsbox/overfitdetector/util/__init__.py
 delete mode 100644 dsbox/overfitdetector/util/utilities.py

diff --git a/dsbox/overfitdetector/detector.py b/dsbox/overfitdetector/detector.py
index 500f1e7..4a07d72 100644
--- a/dsbox/overfitdetector/detector.py
+++ b/dsbox/overfitdetector/detector.py
@@ -19,7 +19,6 @@
 this class will assume it is already pre-processed
 """
 
-from dsbox.overfitdetector.util.utilities import Utilities
 import pandas
 import numpy as np
 from scipy.stats import chi2_contingency, normaltest
@@ -374,7 +373,7 @@ def find_matching_rows(self, row_values, columns, training_data, num_neighbors=1
 
                 matches = training_data
                 for (col, val) in zip(col_set, vals_for_col_set):
-                    if Utilities.is_number(val):
+                    if self.is_number(val):
                         lower_bound = float(val) * (1.0 - real_value_extend)
                         upper_bound = float(val)*(1.0 + real_value_extend)
                         matches = matches[matches[col] >= lower_bound]
@@ -503,3 +502,15 @@ def counts_to_distribution(self, column_values):
             distribution.append((colval, float(counts[colval]) / total))
 
         return distribution
+
+    def csv_to_dataframe(self, path_to_csv):
+        data = pandas.read_csv(path_to_csv)  # all read as str
+        return data
+
+    def is_number(self, s):
+        # type: (number) -> number
+        try:
+            float(s)
+            return True
+        except ValueError:
+            return False
diff --git a/dsbox/overfitdetector/util/__init__.py b/dsbox/overfitdetector/util/__init__.py
deleted file mode 100644
index 9636c6b..0000000
--- a/dsbox/overfitdetector/util/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Some utilities for this class"""
diff --git a/dsbox/overfitdetector/util/utilities.py b/dsbox/overfitdetector/util/utilities.py
deleted file mode 100644
index b4409f0..0000000
--- a/dsbox/overfitdetector/util/utilities.py
+++ /dev/null
@@ -1,17 +0,0 @@
-import pandas as pd
-
-
-class Utilities(object):
-
-    def csv_to_dataframe(self, path_to_csv):
-        data = pd.read_csv(path_to_csv)  # all read as str
-        return data
-
-    @staticmethod
-    def is_number(s):
-        # type: (number) -> number
-        try:
-            float(s)
-            return True
-        except ValueError:
-            return False