we have a temporary fix for the hotspot data

roles/web-data-analysis/files/hotspot-moving_avg.py

@@ -0,0 +1,56 @@
+#!/usr/bin/python
+
+# This file is part of Fedora Project Infrastructure Ansible
+# Repository.
+#
+# Fedora Project Infrastructure Ansible Repository is free software:
+# you can redistribute it and/or modify it under the terms of the GNU
+# General Public License as published by the Free Software Foundation,
+# either version 3 of the License, or (at your option) any later
+# version.
+#
+# Fedora Project Infrastructure Ansible Repository is distributed in
+# the hope that it will be useful, but WITHOUT ANY WARRANTY; without
+# even the implied warranty of MERCHANTABILITY or FITNESS FOR A
+# PARTICULAR PURPOSE.  See the GNU General Public License for more
+# details.
+#
+# You should have received a copy of the GNU General Public License
+# along with Fedora Project Infrastructure Ansible Repository.  If
+# not, see <http://www.gnu.org/licenses/>.
+
+# This is a complete horrible hack to get something done. Patches are
+# really welcome.
+
+import pandas
+#import matplotlib.pyplot as plt
+import math
+
+# Moving Average
+
+import pandas
+import matplotlib.pyplot as plt
+import math
+
+rolling = 7
+
+tree = {}
+
+df = pandas.read_csv("hotspot-new.csv")
+
+dates = df['1970-01-01']
+AVG   = pandas.rolling_mean(df['AVG'],rolling)
+LEAST = pandas.rolling_mean(df['LEAST'],rolling)
+MAX   = pandas.rolling_mean(df['MAX'],rolling)
+
+
+for i in xrange(0,len(dates)):
+    if math.isnan(MAX[i]):
+        csv_line = ",".join([dates[i],"0","0"])
+    else:
+        csv_line = ",".join([dates[i],
+                             str(int(AVG[i])),
+                             str(int(LEAST[i])),
+                             str(int(MAX[i])),
+                         ])
+    print csv_line