diff --git a/docs/_build/html/.buildinfo b/docs/_build/html/.buildinfo
index bd1a7983..a519a161 100644
--- a/docs/_build/html/.buildinfo
+++ b/docs/_build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 239b0b5f1d66df9c8b442d4a618b26be
+config: d6bcc758c2e425e4157a17aa12ceb55a
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/_build/html/_modules/algorithm_exceptions.html b/docs/_build/html/_modules/algorithm_exceptions.html
index 1a324891..6cccbbde 100644
--- a/docs/_build/html/_modules/algorithm_exceptions.html
+++ b/docs/_build/html/_modules/algorithm_exceptions.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>algorithm_exceptions &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>algorithm_exceptions &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -201,7 +201,7 @@ <h1>Source code for algorithm_exceptions</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer/agent.html b/docs/_build/html/_modules/analyzer/agent.html
index 797e9802..9ad2780b 100644
--- a/docs/_build/html/_modules/analyzer/agent.html
+++ b/docs/_build/html/_modules/analyzer/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -304,7 +304,7 @@ <h1>Source code for analyzer.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer/alerters.html b/docs/_build/html/_modules/analyzer/alerters.html
index 09f04d49..ae7deed2 100644
--- a/docs/_build/html/_modules/analyzer/alerters.html
+++ b/docs/_build/html/_modules/analyzer/alerters.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer.alerters &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer.alerters &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -673,7 +673,7 @@ <h1>Source code for analyzer.alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer/algorithms.html b/docs/_build/html/_modules/analyzer/algorithms.html
index c9512cfb..477746db 100644
--- a/docs/_build/html/_modules/analyzer/algorithms.html
+++ b/docs/_build/html/_modules/analyzer/algorithms.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer.algorithms &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer.algorithms &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -777,7 +777,7 @@ <h1>Source code for analyzer.algorithms</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer/analyzer.html b/docs/_build/html/_modules/analyzer/analyzer.html
index 60c68b0c..4a2a046a 100644
--- a/docs/_build/html/_modules/analyzer/analyzer.html
+++ b/docs/_build/html/_modules/analyzer/analyzer.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer.analyzer &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer.analyzer &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -282,6 +282,16 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
         <span class="n">spin_start</span> <span class="o">=</span> <span class="n">time</span><span class="p">()</span>
         <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;spin_process started&#39;</span><span class="p">)</span>
 
+        <span class="c1"># @modified 20160801 - Adding additional exception handling to Analyzer</span>
+        <span class="c1"># Check the unique_metrics list is valid</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">valid_unique_metrics</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">unique_metrics</span><span class="p">)</span>
+        <span class="k">except</span><span class="p">:</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: the unique_metrics list is not valid&#39;</span><span class="p">)</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;nothing to do, no unique_metrics&#39;</span><span class="p">)</span>
+            <span class="k">return</span>
+
         <span class="c1"># Discover assigned metrics</span>
         <span class="n">keys_per_processor</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">ceil</span><span class="p">(</span><span class="nb">float</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">unique_metrics</span><span class="p">))</span> <span class="o">/</span> <span class="nb">float</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">ANALYZER_PROCESSES</span><span class="p">)))</span>
         <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="n">settings</span><span class="o">.</span><span class="n">ANALYZER_PROCESSES</span><span class="p">:</span>
@@ -301,12 +311,23 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
             <span class="k">return</span>
 
         <span class="c1"># Multi get series</span>
-        <span class="n">raw_assigned</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">mget</span><span class="p">(</span><span class="n">assigned_metrics</span><span class="p">)</span>
+        <span class="c1"># @modified 20160801 - Adding additional exception handling to Analyzer</span>
+        <span class="n">raw_assigned_failed</span> <span class="o">=</span> <span class="bp">True</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">raw_assigned</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">mget</span><span class="p">(</span><span class="n">assigned_metrics</span><span class="p">)</span>
+            <span class="n">raw_assigned_failed</span> <span class="o">=</span> <span class="bp">False</span>
+        <span class="k">except</span><span class="p">:</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to get assigned_metrics from Redis&#39;</span><span class="p">)</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
 
         <span class="c1"># Make process-specific dicts</span>
         <span class="n">exceptions</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
         <span class="n">anomaly_breakdown</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
 
+        <span class="c1"># @added 20160803 - Adding additional exception handling to Analyzer</span>
+        <span class="k">if</span> <span class="n">raw_assigned_failed</span><span class="p">:</span>
+            <span class="k">return</span>
+
         <span class="c1"># Distill timeseries strings into lists</span>
         <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">metric_name</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">assigned_metrics</span><span class="p">):</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">check_if_parent_is_alive</span><span class="p">()</span>
@@ -542,7 +563,12 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
                 <span class="n">mode_arg</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="s1">&#39;0755&#39;</span><span class="p">)</span>
             <span class="k">if</span> <span class="n">python_version</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
                 <span class="n">mode_arg</span> <span class="o">=</span> <span class="n">mode</span><span class="o">=</span><span class="mi">0</span><span class="n">o755</span>
-            <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">SKYLINE_TMP_DIR</span><span class="p">,</span> <span class="n">mode_arg</span><span class="p">)</span>
+            <span class="c1"># @modified 20160803 - Adding additional exception handling to Analyzer</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">SKYLINE_TMP_DIR</span><span class="p">,</span> <span class="n">mode_arg</span><span class="p">)</span>
+            <span class="k">except</span><span class="p">:</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to create </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">settings</span><span class="o">.</span><span class="n">SKYLINE_TMP_DIR</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
 
         <span class="c1"># Initiate the algorithm timings if Analyzer is configured to send the</span>
         <span class="c1"># algorithm_breakdown metrics with ENABLE_ALGORITHM_RUN_METRICS</span>
@@ -558,16 +584,33 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
             <span class="k">try</span><span class="p">:</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">ping</span><span class="p">()</span>
             <span class="k">except</span><span class="p">:</span>
-                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;skyline can</span><span class="se">\&#39;</span><span class="s1">t connect to redis at socket path </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">settings</span><span class="o">.</span><span class="n">REDIS_SOCKET_PATH</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: Analyzer cannot connect to redis at socket path </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">settings</span><span class="o">.</span><span class="n">REDIS_SOCKET_PATH</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
                 <span class="n">sleep</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
-                <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span> <span class="o">=</span> <span class="n">StrictRedis</span><span class="p">(</span><span class="n">unix_socket_path</span><span class="o">=</span><span class="n">settings</span><span class="o">.</span><span class="n">REDIS_SOCKET_PATH</span><span class="p">)</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span> <span class="o">=</span> <span class="n">StrictRedis</span><span class="p">(</span><span class="n">unix_socket_path</span><span class="o">=</span><span class="n">settings</span><span class="o">.</span><span class="n">REDIS_SOCKET_PATH</span><span class="p">)</span>
+                <span class="k">except</span><span class="p">:</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: Analyzer cannot connect to redis at socket path </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">settings</span><span class="o">.</span><span class="n">REDIS_SOCKET_PATH</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+
                 <span class="k">continue</span>
 
             <span class="c1"># Report app up</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">setex</span><span class="p">(</span><span class="n">skyline_app</span><span class="p">,</span> <span class="mi">120</span><span class="p">,</span> <span class="n">now</span><span class="p">)</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">setex</span><span class="p">(</span><span class="n">skyline_app</span><span class="p">,</span> <span class="mi">120</span><span class="p">,</span> <span class="n">now</span><span class="p">)</span>
+            <span class="k">except</span><span class="p">:</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: Analyzer could not update the Redis </span><span class="si">%s</span><span class="s1"> key&#39;</span> <span class="o">%</span> <span class="n">skyline_app</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
 
             <span class="c1"># Discover unique metrics</span>
-            <span class="n">unique_metrics</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">smembers</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">FULL_NAMESPACE</span> <span class="o">+</span> <span class="s1">&#39;unique_metrics&#39;</span><span class="p">))</span>
+        <span class="c1"># @modified 20160803 - Adding additional exception handling to Analyzer</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">unique_metrics</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">smembers</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">FULL_NAMESPACE</span> <span class="o">+</span> <span class="s1">&#39;unique_metrics&#39;</span><span class="p">))</span>
+            <span class="k">except</span><span class="p">:</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: Analyzer could not get the unique_metrics list from Redis&#39;</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+                <span class="n">sleep</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
+                <span class="k">continue</span>
 
             <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">unique_metrics</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
                 <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;no metrics in redis. try adding some - see README&#39;</span><span class="p">)</span>
@@ -580,10 +623,20 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
                 <span class="n">algorithm_count_file</span> <span class="o">=</span> <span class="n">algorithm_tmp_file_prefix</span> <span class="o">+</span> <span class="n">algorithm</span> <span class="o">+</span> <span class="s1">&#39;.count&#39;</span>
                 <span class="n">algorithm_timings_file</span> <span class="o">=</span> <span class="n">algorithm_tmp_file_prefix</span> <span class="o">+</span> <span class="n">algorithm</span> <span class="o">+</span> <span class="s1">&#39;.timings&#39;</span>
                 <span class="c1"># with open(algorithm_count_file, &#39;a&#39;) as f:</span>
-                <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">algorithm_count_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-                    <span class="k">pass</span>
-                <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">algorithm_timings_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-                    <span class="k">pass</span>
+                <span class="c1"># @modified 20160803 - Adding additional exception handling to Analyzer</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">algorithm_count_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+                        <span class="k">pass</span>
+                <span class="k">except</span><span class="p">:</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: could not create file </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">algorithm_count_file</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">algorithm_timings_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+                        <span class="k">pass</span>
+                <span class="k">except</span><span class="p">:</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: could not create file </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">algorithm_timings_file</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
 
             <span class="c1"># Remove any existing algorithm.error files from any previous runs</span>
             <span class="c1"># that did not cleanup for any reason</span>
@@ -597,7 +650,8 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
                         <span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
                             <span class="k">pass</span>
             <span class="k">except</span><span class="p">:</span>
-                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;failed to cleanup algorithm.error files &#39;</span> <span class="o">+</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to cleanup algorithm.error files&#39;</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
 
             <span class="c1"># Spawn processes</span>
             <span class="n">pids</span> <span class="o">=</span> <span class="p">[]</span>
@@ -608,12 +662,16 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
                     <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;WARNING: skyline is set for more cores than needed.&#39;</span><span class="p">)</span>
                     <span class="k">break</span>
 
-                <span class="n">p</span> <span class="o">=</span> <span class="n">Process</span><span class="p">(</span><span class="n">target</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">spin_process</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">unique_metrics</span><span class="p">))</span>
-                <span class="n">pids</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">p</span><span class="p">)</span>
-                <span class="n">pid_count</span> <span class="o">+=</span> <span class="mi">1</span>
-                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;starting </span><span class="si">%s</span><span class="s1"> of </span><span class="si">%s</span><span class="s1"> spin_process/es&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">pid_count</span><span class="p">),</span> <span class="nb">str</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">ANALYZER_PROCESSES</span><span class="p">)))</span>
-                <span class="n">p</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
-                <span class="n">spawned_pids</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">p</span><span class="o">.</span><span class="n">pid</span><span class="p">)</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">p</span> <span class="o">=</span> <span class="n">Process</span><span class="p">(</span><span class="n">target</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">spin_process</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">unique_metrics</span><span class="p">))</span>
+                    <span class="n">pids</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">p</span><span class="p">)</span>
+                    <span class="n">pid_count</span> <span class="o">+=</span> <span class="mi">1</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;starting </span><span class="si">%s</span><span class="s1"> of </span><span class="si">%s</span><span class="s1"> spin_process/es&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">pid_count</span><span class="p">),</span> <span class="nb">str</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">ANALYZER_PROCESSES</span><span class="p">)))</span>
+                    <span class="n">p</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
+                    <span class="n">spawned_pids</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">p</span><span class="o">.</span><span class="n">pid</span><span class="p">)</span>
+                <span class="k">except</span><span class="p">:</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to spawn process&#39;</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
 
             <span class="c1"># Send wait signal to zombie processes</span>
             <span class="c1"># for p in pids:</span>
@@ -931,7 +989,7 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer_dev/agent.html b/docs/_build/html/_modules/analyzer_dev/agent.html
index 90c470fa..6b2824db 100644
--- a/docs/_build/html/_modules/analyzer_dev/agent.html
+++ b/docs/_build/html/_modules/analyzer_dev/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer_dev.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer_dev.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -362,7 +362,7 @@ <h1>Source code for analyzer_dev.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer_dev/alerters.html b/docs/_build/html/_modules/analyzer_dev/alerters.html
index 05864956..add6a2e8 100644
--- a/docs/_build/html/_modules/analyzer_dev/alerters.html
+++ b/docs/_build/html/_modules/analyzer_dev/alerters.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer_dev.alerters &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer_dev.alerters &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -364,7 +364,7 @@ <h1>Source code for analyzer_dev.alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer_dev/algorithms_dev.html b/docs/_build/html/_modules/analyzer_dev/algorithms_dev.html
index 1610fb51..ad96bef0 100644
--- a/docs/_build/html/_modules/analyzer_dev/algorithms_dev.html
+++ b/docs/_build/html/_modules/analyzer_dev/algorithms_dev.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer_dev.algorithms_dev &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer_dev.algorithms_dev &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -681,7 +681,7 @@ <h1>Source code for analyzer_dev.algorithms_dev</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/analyzer_dev/analyzer_dev.html b/docs/_build/html/_modules/analyzer_dev/analyzer_dev.html
index 2a0e787c..9bcdf737 100644
--- a/docs/_build/html/_modules/analyzer_dev/analyzer_dev.html
+++ b/docs/_build/html/_modules/analyzer_dev/analyzer_dev.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>analyzer_dev.analyzer_dev &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>analyzer_dev.analyzer_dev &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -738,7 +738,7 @@ <h1>Source code for analyzer_dev.analyzer_dev</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/boundary/agent.html b/docs/_build/html/_modules/boundary/agent.html
index d1b470f2..b792711f 100644
--- a/docs/_build/html/_modules/boundary/agent.html
+++ b/docs/_build/html/_modules/boundary/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>boundary.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>boundary.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -343,7 +343,7 @@ <h1>Source code for boundary.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/boundary/boundary.html b/docs/_build/html/_modules/boundary/boundary.html
index cc245390..0fe7dbc5 100644
--- a/docs/_build/html/_modules/boundary/boundary.html
+++ b/docs/_build/html/_modules/boundary/boundary.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>boundary.boundary &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>boundary.boundary &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -893,7 +893,7 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                             <span class="n">times_seen</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">raw_times_seen</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">+</span> <span class="mi">1</span>
                             <span class="k">try</span><span class="p">:</span>
                                 <span class="bp">self</span><span class="o">.</span><span class="n">redis_conn</span><span class="o">.</span><span class="n">setex</span><span class="p">(</span><span class="n">anomaly_cache_key</span><span class="p">,</span> <span class="n">anomaly_cache_key_expiration_time</span><span class="p">,</span> <span class="n">packb</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">times_seen</span><span class="p">)))</span>
-                                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;error :: set anomaly seen key :: </span><span class="si">%s</span><span class="s1"> seen </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">anomaly_cache_key</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">times_seen</span><span class="p">)))</span>
+                                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;set anomaly seen key :: </span><span class="si">%s</span><span class="s1"> seen </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">anomaly_cache_key</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">times_seen</span><span class="p">)))</span>
                             <span class="k">except</span><span class="p">:</span>
                                 <span class="n">times_seen</span> <span class="o">=</span> <span class="mi">1</span>
                                 <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: set anomaly seen key failed :: </span><span class="si">%s</span><span class="s1"> seen </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">anomaly_cache_key</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">times_seen</span><span class="p">)))</span>
@@ -1126,7 +1126,7 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/boundary/boundary_alerters.html b/docs/_build/html/_modules/boundary/boundary_alerters.html
index fd736b29..459d7064 100644
--- a/docs/_build/html/_modules/boundary/boundary_alerters.html
+++ b/docs/_build/html/_modules/boundary/boundary_alerters.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>boundary.boundary_alerters &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>boundary.boundary_alerters &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -415,7 +415,7 @@ <h1>Source code for boundary.boundary_alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/boundary/boundary_algorithms.html b/docs/_build/html/_modules/boundary/boundary_algorithms.html
index 27551fa8..eef04037 100644
--- a/docs/_build/html/_modules/boundary/boundary_algorithms.html
+++ b/docs/_build/html/_modules/boundary/boundary_algorithms.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>boundary.boundary_algorithms &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>boundary.boundary_algorithms &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -563,7 +563,7 @@ <h1>Source code for boundary.boundary_algorithms</h1><div class="highlight"><pre
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/crucible/agent.html b/docs/_build/html/_modules/crucible/agent.html
index b063337a..0cd34a34 100644
--- a/docs/_build/html/_modules/crucible/agent.html
+++ b/docs/_build/html/_modules/crucible/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>crucible.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>crucible.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -315,7 +315,7 @@ <h1>Source code for crucible.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/crucible/crucible.html b/docs/_build/html/_modules/crucible/crucible.html
index 5d15bd5f..05f84743 100644
--- a/docs/_build/html/_modules/crucible/crucible.html
+++ b/docs/_build/html/_modules/crucible/crucible.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>crucible.crucible &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>crucible.crucible &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -540,7 +540,12 @@ <h1>Source code for crucible.crucible</h1><div class="highlight"><pre>
         <span class="c1"># anomaly dir</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">anomaly_dir</span><span class="p">)):</span>
             <span class="k">try</span><span class="p">:</span>
-                <span class="n">mkdir_p</span><span class="p">(</span><span class="n">skyline_app</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">anomaly_dir</span><span class="p">))</span>
+                <span class="c1"># mkdir_p(skyline_app, str(anomaly_dir))</span>
+                <span class="k">if</span> <span class="n">python_version</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span>
+                    <span class="n">mode_arg</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="s1">&#39;0755&#39;</span><span class="p">)</span>
+                <span class="k">if</span> <span class="n">python_version</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
+                    <span class="n">mode_arg</span> <span class="o">=</span> <span class="n">mode</span><span class="o">=</span><span class="mi">0</span><span class="n">o755</span>
+                <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">anomaly_dir</span><span class="p">,</span> <span class="n">mode_arg</span><span class="p">)</span>
                 <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_CRUCIBLE_DEBUG</span><span class="p">:</span>
                     <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;created anomaly dir - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">anomaly_dir</span><span class="p">))</span>
             <span class="k">except</span><span class="p">:</span>
@@ -1054,14 +1059,17 @@ <h1>Source code for crucible.crucible</h1><div class="highlight"><pre>
             <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;assigning check for processing - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">metric_var_files_sorted</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
 
             <span class="c1"># Reset process_list</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">process_list</span><span class="p">[:]</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">process_list</span><span class="p">[:]</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">except</span><span class="p">:</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to reset self.process_list&#39;</span><span class="p">)</span>
 
             <span class="c1"># Spawn processes</span>
             <span class="n">pids</span> <span class="o">=</span> <span class="p">[]</span>
             <span class="n">spawned_pids</span> <span class="o">=</span> <span class="p">[]</span>
             <span class="n">pid_count</span> <span class="o">=</span> <span class="mi">0</span>
             <span class="n">run_timestamp</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">now</span><span class="p">)</span>
-            <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">CRUCIBLE_PROCESSES</span> <span class="o">+</span> <span class="mi">1</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">settings</span><span class="o">.</span><span class="n">CRUCIBLE_PROCESSES</span> <span class="o">+</span> <span class="mi">1</span><span class="p">):</span>
                 <span class="n">p</span> <span class="o">=</span> <span class="n">Process</span><span class="p">(</span><span class="n">target</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">spin_process</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">run_timestamp</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">metric_check_file</span><span class="p">)))</span>
                 <span class="n">pids</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">p</span><span class="p">)</span>
                 <span class="n">pid_count</span> <span class="o">+=</span> <span class="mi">1</span>
@@ -1126,7 +1134,7 @@ <h1>Source code for crucible.crucible</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/crucible/crucible_algorithms.html b/docs/_build/html/_modules/crucible/crucible_algorithms.html
index ff328f50..6bcc762f 100644
--- a/docs/_build/html/_modules/crucible/crucible_algorithms.html
+++ b/docs/_build/html/_modules/crucible/crucible_algorithms.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>crucible.crucible_algorithms &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>crucible.crucible_algorithms &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -684,7 +684,7 @@ <h1>Source code for crucible.crucible_algorithms</h1><div class="highlight"><pre
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/horizon/agent.html b/docs/_build/html/_modules/horizon/agent.html
index 92943672..bd8f0d14 100644
--- a/docs/_build/html/_modules/horizon/agent.html
+++ b/docs/_build/html/_modules/horizon/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>horizon.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>horizon.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -322,7 +322,7 @@ <h1>Source code for horizon.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/horizon/listen.html b/docs/_build/html/_modules/horizon/listen.html
index dab29e4e..f098c474 100644
--- a/docs/_build/html/_modules/horizon/listen.html
+++ b/docs/_build/html/_modules/horizon/listen.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>horizon.listen &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>horizon.listen &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -495,7 +495,7 @@ <h1>Source code for horizon.listen</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/horizon/roomba.html b/docs/_build/html/_modules/horizon/roomba.html
index 2d888f0d..e5a018cf 100644
--- a/docs/_build/html/_modules/horizon/roomba.html
+++ b/docs/_build/html/_modules/horizon/roomba.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>horizon.roomba &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>horizon.roomba &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -486,7 +486,7 @@ <h1>Source code for horizon.roomba</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/horizon/worker.html b/docs/_build/html/_modules/horizon/worker.html
index 45bd2958..e69476ea 100644
--- a/docs/_build/html/_modules/horizon/worker.html
+++ b/docs/_build/html/_modules/horizon/worker.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>horizon.worker &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>horizon.worker &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -390,7 +390,7 @@ <h1>Source code for horizon.worker</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/index.html b/docs/_build/html/_modules/index.html
index 10afbd61..d32261f6 100644
--- a/docs/_build/html/_modules/index.html
+++ b/docs/_build/html/_modules/index.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Overview: module code &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Overview: module code &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/> 
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/> 
 
   
   <script src="../_static/js/modernizr.min.js"></script>
@@ -219,7 +219,7 @@ <h1>All modules for which code is available</h1>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/logging.html b/docs/_build/html/_modules/logging.html
index ecc9a19a..54021690 100644
--- a/docs/_build/html/_modules/logging.html
+++ b/docs/_build/html/_modules/logging.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>logging &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>logging &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -1927,7 +1927,7 @@ <h1>Source code for logging</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/mirage/agent.html b/docs/_build/html/_modules/mirage/agent.html
index a823dad6..2689b9a3 100644
--- a/docs/_build/html/_modules/mirage/agent.html
+++ b/docs/_build/html/_modules/mirage/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>mirage.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>mirage.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -277,7 +277,7 @@ <h1>Source code for mirage.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/mirage/mirage.html b/docs/_build/html/_modules/mirage/mirage.html
index aedfa22e..a9de8332 100644
--- a/docs/_build/html/_modules/mirage/mirage.html
+++ b/docs/_build/html/_modules/mirage/mirage.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>mirage.mirage &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>mirage.mirage &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -192,8 +192,7 @@ <h1>Source code for mirage.mirage</h1><div class="highlight"><pre>
 
 <span class="c1"># from skyline import settings</span>
 <span class="kn">import</span> <span class="nn">os.path</span>
-<span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">realpath</span><span class="p">(</span><span class="n">__file__</span><span class="p">)),</span> <span class="n">os</span><span class="o">.</span><span class="n">pardir</span><span class="p">))</span>
-<span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">__file__</span><span class="p">))</span>
+
 <span class="kn">import</span> <span class="nn">settings</span>
 <span class="kn">from</span> <span class="nn">skyline_functions</span> <span class="kn">import</span> <span class="n">write_data_to_file</span>
 
@@ -261,6 +260,13 @@ <h1>Source code for mirage.mirage</h1><div class="highlight"><pre>
                 <span class="k">raise</span></div>
 
 <div class="viewcode-block" id="Mirage.surface_graphite_metric_data"><a class="viewcode-back" href="../../skyline.mirage.html#mirage.mirage.Mirage.surface_graphite_metric_data">[docs]</a>    <span class="k">def</span> <span class="nf">surface_graphite_metric_data</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">metric_name</span><span class="p">,</span> <span class="n">graphite_from</span><span class="p">,</span> <span class="n">graphite_until</span><span class="p">):</span>
+
+        <span class="c1"># @added 20160803 - Unescaped Graphite target - https://github.com/earthgecko/skyline/issues/20</span>
+        <span class="c1">#                   bug1546: Unescaped Graphite target</span>
+        <span class="n">new_metric_namespace</span> <span class="o">=</span> <span class="n">metric_name</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;:&#39;</span><span class="p">,</span> <span class="s1">&#39;\:&#39;</span><span class="p">)</span>
+        <span class="n">metric_namespace</span> <span class="o">=</span> <span class="n">new_metric_namespace</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;(&#39;</span><span class="p">,</span> <span class="s1">&#39;\(&#39;</span><span class="p">)</span>
+        <span class="n">metric_name</span> <span class="o">=</span> <span class="n">metric_namespace</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;)&#39;</span><span class="p">,</span> <span class="s1">&#39;\)&#39;</span><span class="p">)</span>
+
         <span class="c1"># We use absolute time so that if there is a lag in mirage the correct</span>
         <span class="c1"># timeseries data is still surfaced relevant to the anomalous datapoint</span>
         <span class="c1"># timestamp</span>
@@ -890,7 +896,7 @@ <h1>Source code for mirage.mirage</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/mirage/mirage_alerters.html b/docs/_build/html/_modules/mirage/mirage_alerters.html
index c126a866..e242d0e9 100644
--- a/docs/_build/html/_modules/mirage/mirage_alerters.html
+++ b/docs/_build/html/_modules/mirage/mirage_alerters.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>mirage.mirage_alerters &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>mirage.mirage_alerters &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -367,7 +367,7 @@ <h1>Source code for mirage.mirage_alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/mirage/mirage_algorithms.html b/docs/_build/html/_modules/mirage/mirage_algorithms.html
index 70863783..8aaf8e8a 100644
--- a/docs/_build/html/_modules/mirage/mirage_algorithms.html
+++ b/docs/_build/html/_modules/mirage/mirage_algorithms.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>mirage.mirage_algorithms &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>mirage.mirage_algorithms &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -659,7 +659,7 @@ <h1>Source code for mirage.mirage_algorithms</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/mirage/negaters.html b/docs/_build/html/_modules/mirage/negaters.html
index c2f8fcd9..48048a6c 100644
--- a/docs/_build/html/_modules/mirage/negaters.html
+++ b/docs/_build/html/_modules/mirage/negaters.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>mirage.negaters &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>mirage.negaters &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -362,7 +362,7 @@ <h1>Source code for mirage.negaters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/panorama/agent.html b/docs/_build/html/_modules/panorama/agent.html
index 4f99ced8..bd8c750d 100644
--- a/docs/_build/html/_modules/panorama/agent.html
+++ b/docs/_build/html/_modules/panorama/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>panorama.agent &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>panorama.agent &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -257,11 +257,11 @@ <h1>Source code for panorama.agent</h1><div class="highlight"><pre>
             <span class="n">cnx</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
         <span class="k">except</span> <span class="n">mysql</span><span class="o">.</span><span class="n">connector</span><span class="o">.</span><span class="n">Error</span> <span class="k">as</span> <span class="n">err</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">err</span><span class="o">.</span><span class="n">errno</span> <span class="o">==</span> <span class="n">errorcode</span><span class="o">.</span><span class="n">ER_ACCESS_DENIED_ERROR</span><span class="p">:</span>
-                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error: something is wrong with your user name or password&#39;</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: something is wrong with your user name or password&#39;</span><span class="p">)</span>
             <span class="k">elif</span> <span class="n">err</span><span class="o">.</span><span class="n">errno</span> <span class="o">==</span> <span class="n">errorcode</span><span class="o">.</span><span class="n">ER_BAD_DB_ERROR</span><span class="p">:</span>
-                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error: the </span><span class="si">%s</span><span class="s1"> database does not exist&#39;</span> <span class="o">%</span> <span class="n">settings</span><span class="o">.</span><span class="n">PANORAMA_DATABASE</span><span class="p">)</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: the </span><span class="si">%s</span><span class="s1"> database does not exist&#39;</span> <span class="o">%</span> <span class="n">settings</span><span class="o">.</span><span class="n">PANORAMA_DATABASE</span><span class="p">)</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;mysql error: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">err</span><span class="p">))</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: mysql error - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">err</span><span class="p">))</span>
     <span class="k">except</span><span class="p">:</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">configuration_error</span><span class="p">:</span>
@@ -314,7 +314,7 @@ <h1>Source code for panorama.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/panorama/panorama.html b/docs/_build/html/_modules/panorama/panorama.html
index 47e5ee27..0f7b81ae 100644
--- a/docs/_build/html/_modules/panorama/panorama.html
+++ b/docs/_build/html/_modules/panorama/panorama.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>panorama.panorama &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>panorama.panorama &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -1051,7 +1051,7 @@ <h1>Source code for panorama.panorama</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/skyline_functions.html b/docs/_build/html/_modules/skyline_functions.html
index 42490b03..d83cb083 100644
--- a/docs/_build/html/_modules/skyline_functions.html
+++ b/docs/_build/html/_modules/skyline_functions.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline_functions &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline_functions &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -209,7 +209,10 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 
 <span class="sd">    :param current_skyline_app: the skyline app using this function</span>
 <span class="sd">    :param metric: the metric namespace</span>
-<span class="sd">    :param value: the metric value</span>
+<span class="sd">    :param value: the metric value (as a str not an int)</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type metric: str</span>
+<span class="sd">    :type value: str</span>
 <span class="sd">    :return: ``True`` or ``False``</span>
 <span class="sd">    :rtype: boolean</span>
 
@@ -259,7 +262,7 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 <span class="sd">    Create nested directories.</span>
 
 <span class="sd">    :param path: directory path to create</span>
-
+<span class="sd">    :type path: str</span>
 <span class="sd">    :return: returns True</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -291,9 +294,12 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Import the metric variables for a check from a metric check variables file</span>
 
+<span class="sd">    :param current_skyline_app: the skyline app using this function</span>
 <span class="sd">    :param metric_vars_file: the path and filename to the metric variables files</span>
-
-<span class="sd">    :return: returns True</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type metric_vars_file: str</span>
+<span class="sd">    :return: the metric_vars module object or ``False``</span>
+<span class="sd">    :rtype: object or boolean</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">try</span><span class="p">:</span>
@@ -339,8 +345,12 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 <span class="sd">    :param file: the path and filename to write the data into</span>
 <span class="sd">    :param mode: ``w`` to overwrite, ``a`` to append</span>
 <span class="sd">    :param data: the data to write to the file</span>
-
-<span class="sd">    :return: returns True</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type file: str</span>
+<span class="sd">    :type mode: str</span>
+<span class="sd">    :type data: str</span>
+<span class="sd">    :return: ``True`` or ``False``</span>
+<span class="sd">    :rtype: boolean</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">try</span><span class="p">:</span>
@@ -398,8 +408,11 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 <span class="sd">    :param current_skyline_app: the skyline app using this function</span>
 <span class="sd">    :param failed_check_dir: the directory where failed checks are moved to</span>
 <span class="sd">    :param check_file_to_fail: failed check file to move</span>
-
-<span class="sd">    :return: ``True``, ``False`` ``pass``</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type failed_check_dir: str</span>
+<span class="sd">    :type check_file_to_fail: str</span>
+<span class="sd">    :return: ``True``, ``False``</span>
+<span class="sd">    :rtype: boolean</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">try</span><span class="p">:</span>
@@ -469,11 +482,14 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 <span class="sd">    :param current_skyline_app: the skyline app using this function</span>
 <span class="sd">    :param metric: metric name</span>
 <span class="sd">    :param added_by: which app requested the alert_expiry_check</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type metric: str</span>
+<span class="sd">    :type added_by: str</span>
+<span class="sd">    :return: ``True``, ``False``</span>
+<span class="sd">    :rtype: boolean</span>
 
-<span class="sd">    :return: ``True``, ``False`` ``pass``</span>
-
-<span class="sd">    - If in alert expiry period returns ```True```</span>
-<span class="sd">    - If not in alert expiry period or unknown returns ```False```</span>
+<span class="sd">    - If inside the alert expiry period returns ``True``</span>
+<span class="sd">    - If not in the alert expiry period or unknown returns ``False``</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="k">try</span><span class="p">:</span>
@@ -593,6 +609,15 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 <span class="sd">    :param data_type: image or json</span>
 <span class="sd">    :param output_object: object or path and filename to save data as, if set to</span>
 <span class="sd">                          object, the object is returned</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type metric: str</span>
+<span class="sd">    :type from_timestamp: str</span>
+<span class="sd">    :type until_timestamp: str</span>
+<span class="sd">    :type data_type: str</span>
+<span class="sd">    :type output_object: str</span>
+<span class="sd">    :return: timeseries string, ``True``, ``False``</span>
+<span class="sd">    :rtype: str or boolean</span>
+
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">try</span><span class="p">:</span>
         <span class="n">os</span><span class="o">.</span><span class="n">getpid</span><span class="p">()</span>
@@ -605,6 +630,12 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
 <span class="c1">#    if settings.ENABLE_DEBUG:</span>
     <span class="n">current_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;graphite_metric - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">metric</span><span class="p">))</span>
 
+    <span class="c1"># @added 20160803 - Unescaped Graphite target - https://github.com/earthgecko/skyline/issues/20</span>
+    <span class="c1">#                   bug1546: Unescaped Graphite target</span>
+    <span class="n">new_metric_namespace</span> <span class="o">=</span> <span class="n">metric</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;:&#39;</span><span class="p">,</span> <span class="s1">&#39;\:&#39;</span><span class="p">)</span>
+    <span class="n">metric_namespace</span> <span class="o">=</span> <span class="n">new_metric_namespace</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;(&#39;</span><span class="p">,</span> <span class="s1">&#39;\(&#39;</span><span class="p">)</span>
+    <span class="n">metric</span> <span class="o">=</span> <span class="n">metric_namespace</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;)&#39;</span><span class="p">,</span> <span class="s1">&#39;\)&#39;</span><span class="p">)</span>
+
     <span class="c1"># Graphite timeouts</span>
     <span class="n">connect_timeout</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">GRAPHITE_CONNECT_TIMEOUT</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_DEBUG</span><span class="p">:</span>
@@ -700,15 +731,23 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
         <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_DEBUG</span><span class="p">:</span>
             <span class="n">current_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;use_timeout - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">use_timeout</span><span class="p">)))</span>
 
+        <span class="n">graphite_json_fetched</span> <span class="o">=</span> <span class="bp">False</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="n">r</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">use_timeout</span><span class="p">)</span>
-            <span class="n">js</span> <span class="o">=</span> <span class="n">r</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
-            <span class="n">datapoints</span> <span class="o">=</span> <span class="n">js</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;datapoints&#39;</span><span class="p">]</span>
-            <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_DEBUG</span><span class="p">:</span>
-                <span class="n">current_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;data retrieved OK&#39;</span><span class="p">)</span>
+            <span class="n">graphite_json_fetched</span> <span class="o">=</span> <span class="bp">True</span>
         <span class="k">except</span><span class="p">:</span>
             <span class="n">datapoints</span> <span class="o">=</span> <span class="p">[[</span><span class="bp">None</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">graphite_until</span><span class="p">)]]</span>
-            <span class="n">current_logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: data retrieval failed&#39;</span><span class="p">)</span>
+            <span class="n">current_logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: data retrieval from Graphite failed&#39;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">graphite_json_fetched</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">js</span> <span class="o">=</span> <span class="n">r</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
+                <span class="n">datapoints</span> <span class="o">=</span> <span class="n">js</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;datapoints&#39;</span><span class="p">]</span>
+                <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_DEBUG</span><span class="p">:</span>
+                    <span class="n">current_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;data retrieved OK&#39;</span><span class="p">)</span>
+            <span class="k">except</span><span class="p">:</span>
+                <span class="n">datapoints</span> <span class="o">=</span> <span class="p">[[</span><span class="bp">None</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">graphite_until</span><span class="p">)]]</span>
+                <span class="n">current_logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to parse data points from retrieved json&#39;</span><span class="p">)</span>
 
         <span class="n">converted</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="k">for</span> <span class="n">datapoint</span> <span class="ow">in</span> <span class="n">datapoints</span><span class="p">:</span>
@@ -910,7 +949,7 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/webapp/backend.html b/docs/_build/html/_modules/webapp/backend.html
index a0ff885f..081d585b 100644
--- a/docs/_build/html/_modules/webapp/backend.html
+++ b/docs/_build/html/_modules/webapp/backend.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>webapp.backend &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>webapp.backend &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -533,18 +533,27 @@ <h1>Source code for webapp.backend</h1><div class="highlight"><pre>
     <span class="n">table</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">s&#39;</span> <span class="o">%</span> <span class="n">thing</span>
     <span class="n">query</span> <span class="o">=</span> <span class="s1">&#39;select </span><span class="si">%s</span><span class="s1"> from </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">thing</span><span class="p">,</span> <span class="n">table</span><span class="p">)</span>
     <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;select </span><span class="si">%s</span><span class="s1"> from </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">thing</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span>
+    <span class="n">got_results</span> <span class="o">=</span> <span class="bp">False</span>
     <span class="k">try</span><span class="p">:</span>
         <span class="n">results</span> <span class="o">=</span> <span class="n">mysql_select</span><span class="p">(</span><span class="n">skyline_app</span><span class="p">,</span> <span class="n">query</span><span class="p">)</span>
+        <span class="n">got_results</span> <span class="o">=</span> <span class="bp">True</span>
     <span class="k">except</span><span class="p">:</span>
         <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to get list of </span><span class="si">%s</span><span class="s1">s from </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">thing</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span>
         <span class="n">results</span> <span class="o">=</span> <span class="bp">None</span>
 
-    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;results: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">results</span><span class="p">))</span>
     <span class="n">things</span> <span class="o">=</span> <span class="p">[]</span>
-    <span class="k">for</span> <span class="n">result</span> <span class="ow">in</span> <span class="n">results</span><span class="p">:</span>
-        <span class="n">things</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
+    <span class="n">results_array_valid</span> <span class="o">=</span> <span class="bp">False</span>
+    <span class="k">try</span><span class="p">:</span>
+        <span class="n">test_results</span> <span class="o">=</span> <span class="n">results</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="n">results_array_valid</span> <span class="o">=</span> <span class="bp">True</span>
+    <span class="k">except</span><span class="p">:</span>
+        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: invalid results array for get list of </span><span class="si">%s</span><span class="s1">s from </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">thing</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span>
 
-    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;things: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">things</span><span class="p">))</span>
+    <span class="k">if</span> <span class="n">results_array_valid</span><span class="p">:</span>
+        <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;results: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">results</span><span class="p">))</span>
+        <span class="k">for</span> <span class="n">result</span> <span class="ow">in</span> <span class="n">results</span><span class="p">:</span>
+            <span class="n">things</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
+        <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;things: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">things</span><span class="p">))</span>
 
     <span class="k">return</span> <span class="n">things</span></div>
 </pre></div>
@@ -580,7 +589,7 @@ <h1>Source code for webapp.backend</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/webapp/webapp.html b/docs/_build/html/_modules/webapp/webapp.html
index 3f580d23..6ea81802 100644
--- a/docs/_build/html/_modules/webapp/webapp.html
+++ b/docs/_build/html/_modules/webapp/webapp.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>webapp.webapp &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>webapp.webapp &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -215,9 +215,18 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
 <span class="c1"># ENABLE_WEBAPP_DEBUG = True</span>
 
 <span class="n">app</span> <span class="o">=</span> <span class="n">Flask</span><span class="p">(</span><span class="n">__name__</span><span class="p">)</span>
-<span class="n">app</span><span class="o">.</span><span class="n">secret_key</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">uuid</span><span class="o">.</span><span class="n">uuid5</span><span class="p">(</span><span class="n">uuid</span><span class="o">.</span><span class="n">NAMESPACE_DNS</span><span class="p">,</span> <span class="n">settings</span><span class="o">.</span><span class="n">GRAPHITE_HOST</span><span class="p">))</span>
+<span class="c1"># app.secret_key = str(uuid.uuid5(uuid.NAMESPACE_DNS, settings.GRAPHITE_HOST))</span>
+<span class="n">secret_key</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">uuid</span><span class="o">.</span><span class="n">uuid5</span><span class="p">(</span><span class="n">uuid</span><span class="o">.</span><span class="n">NAMESPACE_DNS</span><span class="p">,</span> <span class="n">settings</span><span class="o">.</span><span class="n">GRAPHITE_HOST</span><span class="p">))</span>
+<span class="n">app</span><span class="o">.</span><span class="n">secret_key</span> <span class="o">=</span> <span class="n">secret_key</span>
+
 <span class="n">app</span><span class="o">.</span><span class="n">config</span><span class="p">[</span><span class="s1">&#39;PROPAGATE_EXCEPTIONS&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">True</span>
 
+<span class="n">app</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+    <span class="n">SESSION_COOKIE_NAME</span><span class="o">=</span><span class="s1">&#39;skyline&#39;</span><span class="p">,</span>
+    <span class="n">SESSION_COOKIE_SECURE</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>
+    <span class="n">SECRET_KEY</span><span class="o">=</span><span class="n">secret_key</span>
+<span class="p">)</span>
+
 <span class="n">graph_url_string</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">GRAPH_URL</span><span class="p">)</span>
 <span class="n">PANORAMA_GRAPH_URL</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="s1">&#39;\/render\/.*&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">,</span> <span class="n">graph_url_string</span><span class="p">)</span>
 
@@ -289,7 +298,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
 <span class="nd">@requires_auth</span>
 <div class="viewcode-block" id="index"><a class="viewcode-back" href="../../skyline.webapp.html#webapp.webapp.index">[docs]</a><span class="k">def</span> <span class="nf">index</span><span class="p">():</span>
 
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
     <span class="k">if</span> <span class="s1">&#39;uh_oh&#39;</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="p">:</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="k">return</span> <span class="n">render_template</span><span class="p">(</span>
@@ -303,7 +312,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
     <span class="k">try</span><span class="p">:</span>
         <span class="k">return</span> <span class="n">render_template</span><span class="p">(</span>
             <span class="s1">&#39;now.html&#39;</span><span class="p">,</span> <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span>
-            <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">)),</span> <span class="mi">200</span>
+            <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">)),</span> <span class="mi">200</span>
     <span class="k">except</span><span class="p">:</span>
         <span class="n">error_string</span> <span class="o">=</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">()</span>
         <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to render index.html: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">error_string</span><span class="p">))</span>
@@ -313,10 +322,10 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
 <span class="nd">@app.route</span><span class="p">(</span><span class="s2">&quot;/now&quot;</span><span class="p">)</span>
 <span class="nd">@requires_auth</span>
 <div class="viewcode-block" id="now"><a class="viewcode-back" href="../../skyline.webapp.html#webapp.webapp.now">[docs]</a><span class="k">def</span> <span class="nf">now</span><span class="p">():</span>
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
     <span class="k">try</span><span class="p">:</span>
         <span class="k">return</span> <span class="n">render_template</span><span class="p">(</span>
-            <span class="s1">&#39;now.html&#39;</span><span class="p">,</span> <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">)),</span> <span class="mi">200</span>
+            <span class="s1">&#39;now.html&#39;</span><span class="p">,</span> <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">)),</span> <span class="mi">200</span>
     <span class="k">except</span><span class="p">:</span>
         <span class="n">error_string</span> <span class="o">=</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">()</span>
         <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to render now.html: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">error_string</span><span class="p">))</span>
@@ -391,7 +400,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
 <span class="nd">@app.route</span><span class="p">(</span><span class="s2">&quot;/api&quot;</span><span class="p">,</span> <span class="n">methods</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;GET&#39;</span><span class="p">])</span>
 <div class="viewcode-block" id="data"><a class="viewcode-back" href="../../skyline.webapp.html#webapp.webapp.data">[docs]</a><span class="k">def</span> <span class="nf">data</span><span class="p">():</span>
     <span class="k">if</span> <span class="s1">&#39;metric&#39;</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="p">:</span>
-        <span class="n">metric</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;metric&#39;</span><span class="p">,</span> <span class="bp">None</span><span class="p">)</span>
+        <span class="n">metric</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="s1">&#39;metric&#39;</span><span class="p">),</span> <span class="bp">None</span><span class="p">)</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="n">raw_series</span> <span class="o">=</span> <span class="n">REDIS_CONN</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">metric</span><span class="p">)</span>
             <span class="k">if</span> <span class="ow">not</span> <span class="n">raw_series</span><span class="p">:</span>
@@ -483,10 +492,10 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
 <span class="nd">@app.route</span><span class="p">(</span><span class="s2">&quot;/docs&quot;</span><span class="p">)</span>
 <span class="nd">@requires_auth</span>
 <div class="viewcode-block" id="docs"><a class="viewcode-back" href="../../skyline.webapp.html#webapp.webapp.docs">[docs]</a><span class="k">def</span> <span class="nf">docs</span><span class="p">():</span>
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
     <span class="k">try</span><span class="p">:</span>
         <span class="k">return</span> <span class="n">render_template</span><span class="p">(</span>
-            <span class="s1">&#39;docs.html&#39;</span><span class="p">,</span> <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">)),</span> <span class="mi">200</span>
+            <span class="s1">&#39;docs.html&#39;</span><span class="p">,</span> <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">)),</span> <span class="mi">200</span>
     <span class="k">except</span><span class="p">:</span>
         <span class="k">return</span> <span class="s1">&#39;Uh oh ... a Skyline 500 :(&#39;</span><span class="p">,</span> <span class="mi">500</span></div>
 
@@ -502,7 +511,8 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
         <span class="k">except</span><span class="p">:</span>
             <span class="k">return</span> <span class="s1">&#39;Uh oh ... a Skyline 500 :(&#39;</span><span class="p">,</span> <span class="mi">500</span>
 
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+
     <span class="k">try</span><span class="p">:</span>
         <span class="n">apps</span> <span class="o">=</span> <span class="n">get_list</span><span class="p">(</span><span class="s1">&#39;app&#39;</span><span class="p">)</span>
     <span class="k">except</span><span class="p">:</span>
@@ -524,11 +534,179 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
         <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">traceback</span><span class="o">.</span><span class="n">print_exc</span><span class="p">())</span>
         <span class="n">hosts</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;None&#39;</span><span class="p">]</span>
 
+    <span class="n">request_args_present</span> <span class="o">=</span> <span class="bp">False</span>
     <span class="k">try</span><span class="p">:</span>
         <span class="n">request_args_len</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="p">)</span>
+        <span class="n">request_args_present</span> <span class="o">=</span> <span class="bp">True</span>
     <span class="k">except</span><span class="p">:</span>
         <span class="n">request_args_len</span> <span class="o">=</span> <span class="mi">0</span>
 
+    <span class="c1"># @added 20160803 - Sanitize request.args</span>
+    <span class="n">REQUEST_ARGS</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;from_date&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;from_time&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;from_timestamp&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;until_date&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;until_time&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;until_timestamp&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;count_by_metric&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;metric&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;metric_like&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;app&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;source&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;host&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;algorithm&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;limit&#39;</span><span class="p">,</span>
+                    <span class="s1">&#39;order&#39;</span><span class="p">,</span>
+                    <span class="p">]</span>
+
+    <span class="k">if</span> <span class="n">request_args_present</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="p">:</span>
+            <span class="n">key</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">i</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">key</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">REQUEST_ARGS</span><span class="p">:</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: invalid request argument - </span><span class="si">%s</span><span class="s1">=</span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">value</span><span class="p">)))</span>
+                <span class="k">return</span> <span class="s1">&#39;Bad Request&#39;</span><span class="p">,</span> <span class="mi">400</span>
+            <span class="n">value</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="bp">None</span><span class="p">)</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;request argument - </span><span class="si">%s</span><span class="s1">=</span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">value</span><span class="p">)))</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;metric&#39;</span> <span class="ow">and</span> <span class="n">value</span> <span class="o">!=</span> <span class="s1">&#39;all&#39;</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">!=</span> <span class="s1">&#39;&#39;</span><span class="p">:</span>
+                    <span class="k">try</span><span class="p">:</span>
+                        <span class="n">unique_metrics</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">REDIS_CONN</span><span class="o">.</span><span class="n">smembers</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">FULL_NAMESPACE</span> <span class="o">+</span> <span class="s1">&#39;unique_metrics&#39;</span><span class="p">))</span>
+                    <span class="k">except</span><span class="p">:</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: Webapp could not get the unique_metrics list from Redis&#39;</span><span class="p">)</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+                        <span class="k">return</span> <span class="s1">&#39;Internal Server Error&#39;</span><span class="p">,</span> <span class="mi">500</span>
+                    <span class="n">metric_name</span> <span class="o">=</span> <span class="n">settings</span><span class="o">.</span><span class="n">FULL_NAMESPACE</span> <span class="o">+</span> <span class="n">value</span>
+                    <span class="k">if</span> <span class="n">metric_name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">unique_metrics</span><span class="p">:</span>
+                        <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: no metric - </span><span class="si">%s</span><span class="s1"> - exists in Redis&#39;</span> <span class="o">%</span> <span class="n">metric_name</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                        <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                            <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                        <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">404</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;count_by_metric&#39;</span><span class="p">:</span>
+                <span class="n">count_by_metric_invalid</span> <span class="o">=</span> <span class="bp">True</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s1">&#39;false&#39;</span><span class="p">:</span>
+                    <span class="n">count_by_metric_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s1">&#39;true&#39;</span><span class="p">:</span>
+                    <span class="n">count_by_metric_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="k">if</span> <span class="n">count_by_metric_invalid</span><span class="p">:</span>
+                    <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: invalid </span><span class="si">%s</span><span class="s1"> value passed </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: invalid </span><span class="si">%s</span><span class="s1"> value passed </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">))</span>
+                    <span class="k">return</span> <span class="s1">&#39;Bad Request&#39;</span><span class="p">,</span> <span class="mi">400</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;metric_like&#39;</span><span class="p">:</span>
+                <span class="n">metric_namespace_pattern</span> <span class="o">=</span> <span class="n">value</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;%&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
+                <span class="n">metric_like_invalid</span> <span class="o">=</span> <span class="bp">True</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">unique_metrics</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">REDIS_CONN</span><span class="o">.</span><span class="n">smembers</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">FULL_NAMESPACE</span> <span class="o">+</span> <span class="s1">&#39;unique_metrics&#39;</span><span class="p">))</span>
+                <span class="k">except</span><span class="p">:</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: Webapp could not get the unique_metrics list from Redis&#39;</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+                    <span class="k">return</span> <span class="s1">&#39;Internal Server Error&#39;</span><span class="p">,</span> <span class="mi">500</span>
+
+                <span class="n">matching</span> <span class="o">=</span> <span class="p">[</span><span class="n">s</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">unique_metrics</span> <span class="k">if</span> <span class="n">metric_namespace_pattern</span> <span class="ow">in</span> <span class="n">s</span><span class="p">]</span>
+                <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">matching</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: no metric like - </span><span class="si">%s</span><span class="s1"> - exists in Redis&#39;</span> <span class="o">%</span> <span class="n">metric_namespace_pattern</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                    <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                        <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                    <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">404</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;from_timestamp&#39;</span> <span class="ow">or</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;until_timestamp&#39;</span><span class="p">:</span>
+                <span class="n">timestamp_format_invalid</span> <span class="o">=</span> <span class="bp">True</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s1">&#39;all&#39;</span><span class="p">:</span>
+                    <span class="n">timestamp_format_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="c1"># unix timestamp</span>
+                <span class="k">if</span> <span class="n">value</span><span class="o">.</span><span class="n">isdigit</span><span class="p">():</span>
+                    <span class="n">timestamp_format_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="c1"># %Y%m%d %H:%M timestamp</span>
+                <span class="k">if</span> <span class="n">timestamp_format_invalid</span><span class="p">:</span>
+                    <span class="n">value_strip_colon</span> <span class="o">=</span> <span class="n">value</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;:&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
+                    <span class="n">new_value</span> <span class="o">=</span> <span class="n">value_strip_colon</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="n">new_value</span><span class="o">.</span><span class="n">isdigit</span><span class="p">():</span>
+                        <span class="n">timestamp_format_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="k">if</span> <span class="n">timestamp_format_invalid</span><span class="p">:</span>
+                    <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: invalid </span><span class="si">%s</span><span class="s1"> value passed </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: invalid </span><span class="si">%s</span><span class="s1"> value passed </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">))</span>
+                    <span class="k">return</span> <span class="s1">&#39;Bad Request&#39;</span><span class="p">,</span> <span class="mi">400</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;app&#39;</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">!=</span> <span class="s1">&#39;all&#39;</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">value</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">apps</span><span class="p">:</span>
+                        <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: no </span><span class="si">%s</span><span class="s1"> - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                        <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                            <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                        <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">404</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;source&#39;</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">!=</span> <span class="s1">&#39;all&#39;</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">value</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">sources</span><span class="p">:</span>
+                        <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: no </span><span class="si">%s</span><span class="s1"> - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                        <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                            <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                        <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">404</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;algorithm&#39;</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">!=</span> <span class="s1">&#39;all&#39;</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">value</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">algorithms</span><span class="p">:</span>
+                        <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: no </span><span class="si">%s</span><span class="s1"> - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                        <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                            <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                        <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">404</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;host&#39;</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">!=</span> <span class="s1">&#39;all&#39;</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">value</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">hosts</span><span class="p">:</span>
+                        <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: no </span><span class="si">%s</span><span class="s1"> - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                        <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                        <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                            <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                        <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">404</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;limit&#39;</span><span class="p">:</span>
+                <span class="n">limit_invalid</span> <span class="o">=</span> <span class="bp">True</span>
+                <span class="n">limit_is_not_numeric</span> <span class="o">=</span> <span class="bp">True</span>
+                <span class="k">if</span> <span class="n">value</span><span class="o">.</span><span class="n">isdigit</span><span class="p">():</span>
+                    <span class="n">limit_is_not_numeric</span> <span class="o">=</span> <span class="bp">False</span>
+
+                <span class="k">if</span> <span class="n">limit_is_not_numeric</span><span class="p">:</span>
+                    <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: </span><span class="si">%s</span><span class="s1"> must be a numeric value - requested </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                    <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                        <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                    <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">400</span>
+
+                <span class="n">new_value</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">valid_value</span> <span class="o">=</span> <span class="n">new_value</span> <span class="o">+</span> <span class="mi">1</span>
+                <span class="k">except</span><span class="p">:</span>
+                    <span class="n">valid_value</span> <span class="o">=</span> <span class="bp">None</span>
+                <span class="k">if</span> <span class="n">valid_value</span> <span class="ow">and</span> <span class="n">new_value</span> <span class="o">&lt;</span> <span class="mi">101</span><span class="p">:</span>
+                    <span class="n">limit_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="k">if</span> <span class="n">limit_invalid</span><span class="p">:</span>
+                    <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: </span><span class="si">%s</span><span class="s1"> must be &lt; 100 - requested </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                    <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                        <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                    <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">400</span>
+
+            <span class="k">if</span> <span class="n">key</span> <span class="o">==</span> <span class="s1">&#39;order&#39;</span><span class="p">:</span>
+                <span class="n">order_invalid</span> <span class="o">=</span> <span class="bp">True</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s1">&#39;DESC&#39;</span><span class="p">:</span>
+                    <span class="n">order_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s1">&#39;ASC&#39;</span><span class="p">:</span>
+                    <span class="n">order_invalid</span> <span class="o">=</span> <span class="bp">False</span>
+                <span class="k">if</span> <span class="n">order_invalid</span><span class="p">:</span>
+                    <span class="n">error_string</span> <span class="o">=</span> <span class="s1">&#39;error :: </span><span class="si">%s</span><span class="s1"> must be DESC or ASC&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">key</span><span class="p">)</span>
+                    <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="n">error_string</span><span class="p">)</span>
+                    <span class="n">resp</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span>
+                        <span class="p">{</span><span class="s1">&#39;results&#39;</span><span class="p">:</span> <span class="n">error_string</span><span class="p">})</span>
+                    <span class="k">return</span> <span class="n">resp</span><span class="p">,</span> <span class="mi">400</span>
+
     <span class="n">latest_anomalies</span> <span class="o">=</span> <span class="bp">False</span>
     <span class="k">if</span> <span class="n">request_args_len</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
         <span class="n">latest_anomalies</span> <span class="o">=</span> <span class="bp">True</span>
@@ -539,7 +717,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
                 <span class="s1">&#39;panorama.html&#39;</span><span class="p">,</span> <span class="n">anomalies</span><span class="o">=</span><span class="n">panorama_data</span><span class="p">,</span> <span class="n">app_list</span><span class="o">=</span><span class="n">apps</span><span class="p">,</span>
                 <span class="n">source_list</span><span class="o">=</span><span class="n">sources</span><span class="p">,</span> <span class="n">algorithm_list</span><span class="o">=</span><span class="n">algorithms</span><span class="p">,</span>
                 <span class="n">host_list</span><span class="o">=</span><span class="n">hosts</span><span class="p">,</span> <span class="n">results</span><span class="o">=</span><span class="s1">&#39;Latest anomalies&#39;</span><span class="p">,</span>
-                <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">)),</span> <span class="mi">200</span>
+                <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">)),</span> <span class="mi">200</span>
         <span class="k">except</span><span class="p">:</span>
             <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to get panorama: &#39;</span> <span class="o">+</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
             <span class="k">return</span> <span class="s1">&#39;Uh oh ... a Skyline 500 :(&#39;</span><span class="p">,</span> <span class="mi">500</span>
@@ -552,15 +730,27 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
                 <span class="n">count_request</span> <span class="o">=</span> <span class="s1">&#39;true&#39;</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="n">query</span><span class="p">,</span> <span class="n">panorama_data</span> <span class="o">=</span> <span class="n">panorama_request</span><span class="p">()</span>
-            <span class="c1"># logger.info(&#39;panorama_data - %s&#39; % str(panorama_data))</span>
-            <span class="n">results_string</span> <span class="o">=</span> <span class="s1">&#39;Found anomalies for &#39;</span> <span class="o">+</span> <span class="n">query</span>
+            <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_DEBUG</span> <span class="ow">or</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_WEBAPP_DEBUG</span><span class="p">:</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;panorama_data - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">panorama_data</span><span class="p">))</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;debug :: query - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">query</span><span class="p">))</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;debug :: panorama_data - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">panorama_data</span><span class="p">))</span>
+                <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;debug :: skyline_version - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">skyline_version</span><span class="p">))</span>
+        <span class="k">except</span><span class="p">:</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to get panorama_request: &#39;</span> <span class="o">+</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+            <span class="k">return</span> <span class="s1">&#39;Uh oh ... a Skyline 500 :(&#39;</span><span class="p">,</span> <span class="mi">500</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">results_string</span> <span class="o">=</span> <span class="s1">&#39;Found anomalies for </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">query</span><span class="p">)</span>
+
+            <span class="n">duration</span> <span class="o">=</span> <span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">)</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;debug :: duration - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="nb">str</span><span class="p">(</span><span class="n">duration</span><span class="p">))</span>
             <span class="k">return</span> <span class="n">render_template</span><span class="p">(</span>
                 <span class="s1">&#39;panorama.html&#39;</span><span class="p">,</span> <span class="n">anomalies</span><span class="o">=</span><span class="n">panorama_data</span><span class="p">,</span> <span class="n">app_list</span><span class="o">=</span><span class="n">apps</span><span class="p">,</span>
                 <span class="n">source_list</span><span class="o">=</span><span class="n">sources</span><span class="p">,</span> <span class="n">algorithm_list</span><span class="o">=</span><span class="n">algorithms</span><span class="p">,</span>
                 <span class="n">host_list</span><span class="o">=</span><span class="n">hosts</span><span class="p">,</span> <span class="n">results</span><span class="o">=</span><span class="n">results_string</span><span class="p">,</span> <span class="n">count_request</span><span class="o">=</span><span class="n">count_request</span><span class="p">,</span>
-                <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">)),</span> <span class="mi">200</span>
+                <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">)),</span> <span class="mi">200</span>
         <span class="k">except</span><span class="p">:</span>
-            <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to get panorama: &#39;</span> <span class="o">+</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to render panorama.html: &#39;</span> <span class="o">+</span> <span class="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
             <span class="k">return</span> <span class="s1">&#39;Uh oh ... a Skyline 500 :(&#39;</span><span class="p">,</span> <span class="mi">500</span></div>
 
 
@@ -704,11 +894,11 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
         <span class="n">url</span> <span class="o">=</span> <span class="n">url_for</span><span class="p">(</span><span class="s1">&#39;rebrow_server_db&#39;</span><span class="p">,</span> <span class="n">host</span><span class="o">=</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="n">port</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="n">db</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">redirect</span><span class="p">(</span><span class="n">url</span><span class="p">)</span>
     <span class="k">else</span><span class="p">:</span>
-        <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+        <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
         <span class="k">return</span> <span class="n">render_template</span><span class="p">(</span>
             <span class="s1">&#39;rebrow_login.html&#39;</span><span class="p">,</span>
             <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span>
-            <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">))</span></div>
+            <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span></div>
 
 
 <span class="nd">@app.route</span><span class="p">(</span><span class="s2">&quot;/rebrow_server_db/&lt;host&gt;:&lt;int:port&gt;/&lt;int:db&gt;/&quot;</span><span class="p">)</span>
@@ -716,7 +906,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    List all databases and show info on server</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
     <span class="n">r</span> <span class="o">=</span> <span class="n">redis</span><span class="o">.</span><span class="n">StrictRedis</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="n">port</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
     <span class="n">info</span> <span class="o">=</span> <span class="n">r</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;all&#39;</span><span class="p">)</span>
     <span class="n">dbsize</span> <span class="o">=</span> <span class="n">r</span><span class="o">.</span><span class="n">dbsize</span><span class="p">()</span>
@@ -729,7 +919,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
         <span class="n">dbsize</span><span class="o">=</span><span class="n">dbsize</span><span class="p">,</span>
         <span class="n">serverinfo_meta</span><span class="o">=</span><span class="n">serverinfo_meta</span><span class="p">,</span>
         <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span>
-        <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">))</span></div>
+        <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span></div>
 
 
 <span class="nd">@app.route</span><span class="p">(</span><span class="s2">&quot;/rebrow_keys/&lt;host&gt;:&lt;int:port&gt;/&lt;int:db&gt;/keys/&quot;</span><span class="p">,</span> <span class="n">methods</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;GET&#39;</span><span class="p">,</span> <span class="s1">&#39;POST&#39;</span><span class="p">])</span>
@@ -737,7 +927,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    List keys for one database</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
     <span class="n">r</span> <span class="o">=</span> <span class="n">redis</span><span class="o">.</span><span class="n">StrictRedis</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="n">port</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="n">db</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">method</span> <span class="o">==</span> <span class="s1">&#39;POST&#39;</span><span class="p">:</span>
         <span class="n">action</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">form</span><span class="p">[</span><span class="s1">&#39;action&#39;</span><span class="p">]</span>
@@ -773,7 +963,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
             <span class="n">pattern</span><span class="o">=</span><span class="n">pattern</span><span class="p">,</span>
             <span class="n">num_keys</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">keys</span><span class="p">),</span>
             <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span>
-            <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">))</span></div>
+            <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span></div>
 
 
 <span class="nd">@app.route</span><span class="p">(</span><span class="s2">&quot;/rebrow_key/&lt;host&gt;:&lt;int:port&gt;/&lt;int:db&gt;/keys/&lt;key&gt;/&quot;</span><span class="p">)</span>
@@ -789,7 +979,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
     <span class="c1"># if key.startswith(&#39;metrics.&#39;):</span>
     <span class="c1">#     msg_packed_key = True</span>
     <span class="n">key</span> <span class="o">=</span> <span class="n">base64</span><span class="o">.</span><span class="n">urlsafe_b64decode</span><span class="p">(</span><span class="n">key</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s1">&#39;utf8&#39;</span><span class="p">))</span>
-    <span class="n">s</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
     <span class="n">r</span> <span class="o">=</span> <span class="n">redis</span><span class="o">.</span><span class="n">StrictRedis</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="n">port</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="n">db</span><span class="p">)</span>
     <span class="n">dump</span> <span class="o">=</span> <span class="n">r</span><span class="o">.</span><span class="n">dump</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">dump</span> <span class="ow">is</span> <span class="bp">None</span><span class="p">:</span>
@@ -836,7 +1026,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
         <span class="n">now</span><span class="o">=</span><span class="n">datetime</span><span class="o">.</span><span class="n">utcnow</span><span class="p">(),</span>
         <span class="n">expiration</span><span class="o">=</span><span class="n">datetime</span><span class="o">.</span><span class="n">utcnow</span><span class="p">()</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">seconds</span><span class="o">=</span><span class="n">ttl</span> <span class="o">/</span> <span class="mf">1000.0</span><span class="p">),</span>
         <span class="n">version</span><span class="o">=</span><span class="n">skyline_version</span><span class="p">,</span>
-        <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">s</span><span class="p">),</span>
+        <span class="n">duration</span><span class="o">=</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">),</span>
         <span class="n">msg_packed_key</span><span class="o">=</span><span class="n">msg_pack_key</span><span class="p">)</span></div>
 
 
@@ -1021,7 +1211,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_sources/development/index.txt b/docs/_build/html/_sources/development/index.txt
index 933623ed..fddc96a1 100644
--- a/docs/_build/html/_sources/development/index.txt
+++ b/docs/_build/html/_sources/development/index.txt
@@ -13,3 +13,33 @@ The current iteration of Skyline has a fair bit of repetition in some of the
 functions, etc in each module.  The process of consolidating these is ongoing,
 however due to the nature of some of the things, some things do need slightly
 different implementations.
+
+On going refactoring
+####################
+
+The code style in the Skyline codebase is somewhat organic, over time more and
+changes have been made mostly in the following contexts.
+
+- Logging trying to achieve consistency in logging string formats such as
+	``error :: message``, etc.  Maybe there should be independent standard and
+	error logs :)
+- Quotation style, although there are not any hard and fast rules in this there
+	has been an attempt to try and refactor any strings that were quoted with
+	double quotes to single quoted strings.  This was more to do with try align
+	the code so that double quotes can be reserved for strings that interpolate
+	the variable in the string not via "%".  Although this is specifically
+	Pythonic in a way, it can be and although not covered in any PEP seen, here
+	have been some references to this being an acceptable and preferred style by
+	some.  Seeing as this is common in other languages too, such a ruby and shell.
+	It is not a rule :) and there are still instances of double quoted string in
+	places, maybe.
+- ``except:`` - Attempts are always being made to try and ``try:`` and
+	``except:`` wherever possible with the goal being that all Skyline apps handle
+	failure gracefully, log informatively, without logging vommiting through an
+	entire ``assigned_metrics`` loop and exiting whenever a critical error is
+	encountered at start up.
+- Trying to achieve PEP8, wherever possible and not inconvenient.
+- Adding any found Python-3 patterns discovered while doing something as long as
+	it is wrapped in the appropriate conditional, it should have no effect on the
+	functioning of the apps with Python2.7 and is there to test when Python3
+	becomes desired.
diff --git a/docs/_build/html/_sources/installation.txt b/docs/_build/html/_sources/installation.txt
index eb767ac1..3c7a7314 100644
--- a/docs/_build/html/_sources/installation.txt
+++ b/docs/_build/html/_sources/installation.txt
@@ -197,12 +197,26 @@ Steps
     # And Panorama if you have setup in the DB at this stage
     /opt/skyline/github/skyline/bin/panorama.d start
 
--  Check the log files to ensure things are running and there are no
-   errors.
+- Check the log files to ensure things started OK and are running and there are
+  no errors.
+
+.. note:: When checking a log make sure you check the log for the appropriate
+  time, Skyline can log lots fast, so short tails may miss some event you
+  expect between that restart and tail.
 
 .. code-block:: bash
 
-    tail /var/log/skyline/*.log
+    # Check what the logs reported when the apps started
+    head -n 20 /var/log/skyline/*.log
+
+    # How are they running
+    tail -n 20 /var/log/skyline/*.log
+
+    # Any errors - each app
+    cat /var/log/skyline/horizon.log | grep "error" | tail
+    cat /var/log/skyline/analyzer.log | grep "error" | tail
+    cat /var/log/skyline/webapp.log | grep "error" | tail
+    cat /var/log/skyline/panorama.log | grep "error" | tail
 
 -  Seed Redis with some test data
 
diff --git a/docs/_build/html/_sources/mirage.txt b/docs/_build/html/_sources/mirage.txt
index 51ce1833..51d96307 100644
--- a/docs/_build/html/_sources/mirage.txt
+++ b/docs/_build/html/_sources/mirage.txt
@@ -329,7 +329,7 @@ seasonal_pub1 and seasonal_pub_freddy with Mirage
 
 Hopefully it is clear that the first ``stats_counts.http.rpm.publishers.*``
 alert tuple would route ALL to alerter and seasonal_pub1 and seasonal_pub_freddy
-would never get sent to be analyzed by Mirage.
+would never get sent to Mirage to be analyzed.
 
 Enabling
 --------
diff --git a/docs/_build/html/_sources/releases.txt b/docs/_build/html/_sources/releases.txt
index 28cf5cf2..0fcb7fdb 100644
--- a/docs/_build/html/_sources/releases.txt
+++ b/docs/_build/html/_sources/releases.txt
@@ -9,3 +9,4 @@ Release Notes
    releases/1_0_1
    releases/1_0_2
    releases/1_0_3
+   releases/1_0_4
diff --git a/docs/_build/html/_sources/releases/1_0_4.txt b/docs/_build/html/_sources/releases/1_0_4.txt
new file mode 100644
index 00000000..8cb27d2a
--- /dev/null
+++ b/docs/_build/html/_sources/releases/1_0_4.txt
@@ -0,0 +1,21 @@
+===========================
+1.0.3 - the crucible branch
+===========================
+
+Some documentation updates and setup.py things
+
+Changes include:
+
+- Added epel-release to the RedHat family install as python-pip is not in the
+  main repos and gcc
+- Added wget and tar in case someone is using a minimal OS install
+- Added build-essentials as Ubuntu-14.04.4 has to have build-essentials first or
+  zlib, et al are not available even if zlib1g-dev et al are installed
+- Added libreadline6-dev and readline-devel and ncurses
+- Added basic overview of the Webapp uml and png to docs as per suggested by @blak3r2
+- Wrapped MySQL debug logging in the proper if ENABLE_DEBUG conditionals as
+  these were being generally logged for Panorama patterning
+- Added setup.py and setup.cfg for pypi
+- Minor docs changes and additions
+- Added Known bugs divs to now and Panorama views in the Webapp
+- Bumped up to version 1.0.3
diff --git a/docs/_build/html/_sources/requirements.txt b/docs/_build/html/_sources/requirements.txt
index daa55194..ff3995ff 100644
--- a/docs/_build/html/_sources/requirements.txt
+++ b/docs/_build/html/_sources/requirements.txt
@@ -21,6 +21,9 @@ verified as working version with Python-2.7 within a virtaulenv.
 Recent changes in the pip environment
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
+.. note:: If you use pip or virtualenv in any other context, please note the
+  following and assess if and/or how it pertains to you environment
+
 The new pip, setuptools, distribute and virtualenv methodology that the
 pypa community has adopted is in a bit of a state of flux in terms of
 the setuptools version and virtualenv implementation of making the
@@ -30,6 +33,9 @@ distribute is one of the requirements on packages that pip tries to
 install. However, it is needed for Mirage if you are trying to
 run/upgrade on Python-2.6
 
+.. note:  Everything below this point on the page is for people upgrading.  It
+  concerns the implications on/with older versions of things.
+
 pandas
 ======
 
diff --git a/docs/_build/html/_sources/upgrading.txt b/docs/_build/html/_sources/upgrading.txt
index c1c84e6d..bd4c9b94 100644
--- a/docs/_build/html/_sources/upgrading.txt
+++ b/docs/_build/html/_sources/upgrading.txt
@@ -129,11 +129,26 @@ documentation are still appropriate.
     "$SKYLINE_DIR"/bin/webapp.d start
     "$SKYLINE_DIR"/bin/pnorama.d start  # if you have the MySQL DB set up
 
--  Check the log files to ensure things are running and there are no errors.
+- Check the log files to ensure things started OK and are running and there are
+  no errors.
+
+.. note:: When checking a log make sure you check the log for the appropriate
+  time, Skyline can log lots fast, so short tails may miss some event you
+  expect between that restart and tail.
 
 .. code-block:: bash
 
-    tail /var/log/skyline/*.log
+    # Check what the logs reported when the apps started
+    head -n 20 /var/log/skyline/*.log
+
+    # How are they running
+    tail -n 20 /var/log/skyline/*.log
+
+    # Any errors - each app
+    cat /var/log/skyline/horizon.log | grep "error" | tail
+    cat /var/log/skyline/analyzer.log | grep "error" | tail
+    cat /var/log/skyline/webapp.log | grep "error" | tail
+    cat /var/log/skyline/panorama.log | grep "error" | tail
 
 - If you added the new ``skyline_test.alerters.test`` alerts tuples to your
   ``settings.py`` you can test them now, see `Alert testing <alert-testing.html>`__
diff --git a/docs/_build/html/_sources/webapp.txt b/docs/_build/html/_sources/webapp.txt
index dcdb309a..23d8c1cc 100644
--- a/docs/_build/html/_sources/webapp.txt
+++ b/docs/_build/html/_sources/webapp.txt
@@ -66,6 +66,9 @@ production environments.  See http://flask.pocoo.org/docs/0.11/deploying/
 In addition to that, considering that the Webapp now has MySQL in the mix, this
 element adds further reason to properly secure the environment.
 
+There is potential for XSS and SQL injection via the Webapp, ensure TRUSTED
+access only.
+
 Apache and gunicorn
 -------------------
 
diff --git a/docs/_build/html/alert-testing.html b/docs/_build/html/alert-testing.html
index 2e2abb22..c35b3b7d 100644
--- a/docs/_build/html/alert-testing.html
+++ b/docs/_build/html/alert-testing.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Alert testing &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Alert testing &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Horizon" href="horizon.html"/>
         <link rel="prev" title="Getting data into Skyline" href="getting-data-into-skyline.html"/> 
 
@@ -219,7 +219,7 @@ <h1>Alert testing<a class="headerlink" href="#alert-testing" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/analyzer-optimizations.html b/docs/_build/html/analyzer-optimizations.html
index 713eec8e..a142ffa1 100644
--- a/docs/_build/html/analyzer-optimizations.html
+++ b/docs/_build/html/analyzer-optimizations.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Analyzer Optimizations &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Analyzer Optimizations &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Mirage" href="mirage.html"/>
         <link rel="prev" title="Analyzer" href="analyzer.html"/> 
 
@@ -530,7 +530,7 @@ <h2>Optimizations results<a class="headerlink" href="#optimizations-results" tit
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/analyzer.html b/docs/_build/html/analyzer.html
index 3960b970..9a079bec 100644
--- a/docs/_build/html/analyzer.html
+++ b/docs/_build/html/analyzer.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Analyzer &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Analyzer &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Analyzer Optimizations" href="analyzer-optimizations.html"/>
         <link rel="prev" title="Horizon" href="horizon.html"/> 
 
@@ -358,7 +358,7 @@ <h2>What <strong>Analyzer</strong> does<a class="headerlink" href="#what-analyze
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/boundary.html b/docs/_build/html/boundary.html
index 0769982a..e683b7e6 100644
--- a/docs/_build/html/boundary.html
+++ b/docs/_build/html/boundary.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Boundary &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Boundary &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Crucible" href="crucible.html"/>
         <link rel="prev" title="Mirage" href="mirage.html"/> 
 
@@ -344,7 +344,7 @@ <h3>What <strong>Boundary</strong> does<a class="headerlink" href="#what-boundar
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/building-documentation.html b/docs/_build/html/building-documentation.html
index f3317a9e..a4a6399b 100644
--- a/docs/_build/html/building-documentation.html
+++ b/docs/_build/html/building-documentation.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Building documentation &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Building documentation &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Release Notes" href="releases.html"/>
         <link rel="prev" title="Debian and Vagrant Installation Tips" href="debian-and-vagrant-installation-tips.html"/> 
 
@@ -321,7 +321,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/crucible.html b/docs/_build/html/crucible.html
index ab9d7c95..4185ef9a 100644
--- a/docs/_build/html/crucible.html
+++ b/docs/_build/html/crucible.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Crucible &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Crucible &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Panorama" href="panorama.html"/>
         <link rel="prev" title="Boundary" href="boundary.html"/> 
 
@@ -282,7 +282,7 @@ <h2>What <strong>Crucible</strong> does<a class="headerlink" href="#what-crucibl
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/debian-and-vagrant-installation-tips.html b/docs/_build/html/debian-and-vagrant-installation-tips.html
index 5db8980f..f085a55f 100644
--- a/docs/_build/html/debian-and-vagrant-installation-tips.html
+++ b/docs/_build/html/debian-and-vagrant-installation-tips.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Debian and Vagrant Installation Tips &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Debian and Vagrant Installation Tips &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Building documentation" href="building-documentation.html"/>
         <link rel="prev" title="Monitoring Skyline" href="monitoring-skyline.html"/> 
 
@@ -299,7 +299,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/index.html b/docs/_build/html/development/index.html
index 13e6101d..30b5fa7e 100644
--- a/docs/_build/html/development/index.html
+++ b/docs/_build/html/development/index.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Development &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Development &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="next" title="Development - Webapp" href="webapp.html"/>
         <link rel="prev" title="What’s new" href="../whats-new.html"/> 
 
@@ -114,6 +114,7 @@
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Development</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="webapp.html">Development - Webapp</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#dry">DRY</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#on-going-refactoring">On going refactoring</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../roadmap.html">Roadmap</a></li>
@@ -179,6 +180,53 @@ <h2>DRY<a class="headerlink" href="#dry" title="Permalink to this headline">¶</
 however due to the nature of some of the things, some things do need slightly
 different implementations.</p>
 </div>
+<div class="section" id="on-going-refactoring">
+<h2>On going refactoring<a class="headerlink" href="#on-going-refactoring" title="Permalink to this headline">¶</a></h2>
+<p>The code style in the Skyline codebase is somewhat organic, over time more and
+changes have been made mostly in the following contexts.</p>
+<ul>
+<li><dl class="first docutils">
+<dt>Logging trying to achieve consistency in logging string formats such as</dt>
+<dd><p class="first last"><code class="docutils literal"><span class="pre">error</span> <span class="pre">::</span> <span class="pre">message</span></code>, etc.  Maybe there should be independent standard and
+error logs :)</p>
+</dd>
+</dl>
+</li>
+<li><dl class="first docutils">
+<dt>Quotation style, although there are not any hard and fast rules in this there</dt>
+<dd><p class="first last">has been an attempt to try and refactor any strings that were quoted with
+double quotes to single quoted strings.  This was more to do with try align
+the code so that double quotes can be reserved for strings that interpolate
+the variable in the string not via &#8220;%&#8221;.  Although this is specifically
+Pythonic in a way, it can be and although not covered in any PEP seen, here
+have been some references to this being an acceptable and preferred style by
+some.  Seeing as this is common in other languages too, such a ruby and shell.
+It is not a rule :) and there are still instances of double quoted string in
+places, maybe.</p>
+</dd>
+</dl>
+</li>
+<li><dl class="first docutils">
+<dt><code class="docutils literal"><span class="pre">except:</span></code> - Attempts are always being made to try and <code class="docutils literal"><span class="pre">try:</span></code> and</dt>
+<dd><p class="first last"><code class="docutils literal"><span class="pre">except:</span></code> wherever possible with the goal being that all Skyline apps handle
+failure gracefully, log informatively, without logging vommiting through an
+entire <code class="docutils literal"><span class="pre">assigned_metrics</span></code> loop and exiting whenever a critical error is
+encountered at start up.</p>
+</dd>
+</dl>
+</li>
+<li><p class="first">Trying to achieve PEP8, wherever possible and not inconvenient.</p>
+</li>
+<li><dl class="first docutils">
+<dt>Adding any found Python-3 patterns discovered while doing something as long as</dt>
+<dd><p class="first last">it is wrapped in the appropriate conditional, it should have no effect on the
+functioning of the apps with Python2.7 and is there to test when Python3
+becomes desired.</p>
+</dd>
+</dl>
+</li>
+</ul>
+</div>
 </div>
 
 
@@ -222,7 +270,7 @@ <h2>DRY<a class="headerlink" href="#dry" title="Permalink to this headline">¶</
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/webapp.html b/docs/_build/html/development/webapp.html
index c753a84c..07be8364 100644
--- a/docs/_build/html/development/webapp.html
+++ b/docs/_build/html/development/webapp.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Development - Webapp &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Development - Webapp &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Development" href="index.html"/>
         <link rel="next" title="Roadmap" href="../roadmap.html"/>
         <link rel="prev" title="Development" href="index.html"/> 
@@ -118,6 +118,7 @@
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="index.html#dry">DRY</a></li>
+<li class="toctree-l2"><a class="reference internal" href="index.html#on-going-refactoring">On going refactoring</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../roadmap.html">Roadmap</a></li>
@@ -238,7 +239,7 @@ <h2>Flask<a class="headerlink" href="#flask" title="Permalink to this headline">
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/genindex.html b/docs/_build/html/genindex.html
index ab2de451..d46f4d52 100644
--- a/docs/_build/html/genindex.html
+++ b/docs/_build/html/genindex.html
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Index &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Index &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -33,7 +33,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/> 
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/> 
 
   
   <script src="_static/js/modernizr.min.js"></script>
@@ -1825,7 +1825,7 @@ <h2 id="W">W</h2>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/getting-data-into-skyline.html b/docs/_build/html/getting-data-into-skyline.html
index 73d65db4..0beaa0e8 100644
--- a/docs/_build/html/getting-data-into-skyline.html
+++ b/docs/_build/html/getting-data-into-skyline.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Getting data into Skyline &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Getting data into Skyline &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Alert testing" href="alert-testing.html"/>
         <link rel="prev" title="Upgrading" href="upgrading.html"/> 
 
@@ -302,7 +302,7 @@ <h2><a class="reference internal" href="skyline.html#settings.FULL_DURATION" tit
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/getting-started.html b/docs/_build/html/getting-started.html
index 6400998b..eaa87ba5 100644
--- a/docs/_build/html/getting-started.html
+++ b/docs/_build/html/getting-started.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Getting started &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Getting started &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Running Skyline in a Python virtualenv" href="running-in-python-virtualenv.html"/>
         <link rel="prev" title="Requirements" href="requirements.html"/> 
 
@@ -310,7 +310,7 @@ <h2>You might want Crucible, you probably do not<a class="headerlink" href="#you
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/horizon.html b/docs/_build/html/horizon.html
index de4ff097..91844370 100644
--- a/docs/_build/html/horizon.html
+++ b/docs/_build/html/horizon.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Horizon &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Horizon &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Analyzer" href="analyzer.html"/>
         <link rel="prev" title="Alert testing" href="alert-testing.html"/> 
 
@@ -233,7 +233,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/index.html b/docs/_build/html/index.html
index d6f509b4..aefa152f 100644
--- a/docs/_build/html/index.html
+++ b/docs/_build/html/index.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Skyline documentation &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Skyline documentation &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="#"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="#"/>
         <link rel="next" title="Overview" href="overview.html"/> 
 
   
@@ -244,7 +244,7 @@ <h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Pe
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/installation.html b/docs/_build/html/installation.html
index f9f96249..b027700f 100644
--- a/docs/_build/html/installation.html
+++ b/docs/_build/html/installation.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Installation &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Installation &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Upgrading" href="upgrading.html"/>
         <link rel="prev" title="Running Skyline in a Python virtualenv" href="running-in-python-virtualenv.html"/> 
 
@@ -374,10 +374,26 @@ <h2>Steps<a class="headerlink" href="#steps" title="Permalink to this headline">
 </pre></div>
 </div>
 <ul class="simple">
-<li>Check the log files to ensure things are running and there are no
-errors.</li>
+<li>Check the log files to ensure things started OK and are running and there are
+no errors.</li>
 </ul>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>tail /var/log/skyline/*.log
+<div class="admonition note">
+<p class="first admonition-title">Note</p>
+<p class="last">When checking a log make sure you check the log for the appropriate
+time, Skyline can log lots fast, so short tails may miss some event you
+expect between that restart and tail.</p>
+</div>
+<div class="highlight-bash"><div class="highlight"><pre><span></span><span class="c1"># Check what the logs reported when the apps started</span>
+head -n <span class="m">20</span> /var/log/skyline/*.log
+
+<span class="c1"># How are they running</span>
+tail -n <span class="m">20</span> /var/log/skyline/*.log
+
+<span class="c1"># Any errors - each app</span>
+cat /var/log/skyline/horizon.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
+cat /var/log/skyline/analyzer.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
+cat /var/log/skyline/webapp.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
+cat /var/log/skyline/panorama.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
 </pre></div>
 </div>
 <ul class="simple">
@@ -479,7 +495,7 @@ <h2>Automation and configuration management notes<a class="headerlink" href="#au
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/logging.html b/docs/_build/html/logging.html
index 4a923a6a..f3e138b5 100644
--- a/docs/_build/html/logging.html
+++ b/docs/_build/html/logging.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Logging &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Logging &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Tuning tips" href="tuning-tips.html"/>
         <link rel="prev" title="Skyline and friends" href="skyline-and-friends.html"/> 
 
@@ -310,7 +310,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/mirage-1.pdf b/docs/_build/html/mirage-1.pdf
index 7153eae4..ef1ace44 100644
Binary files a/docs/_build/html/mirage-1.pdf and b/docs/_build/html/mirage-1.pdf differ
diff --git a/docs/_build/html/mirage.html b/docs/_build/html/mirage.html
index 3bda6272..38fa89db 100644
--- a/docs/_build/html/mirage.html
+++ b/docs/_build/html/mirage.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Mirage &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Mirage &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Boundary" href="boundary.html"/>
         <link rel="prev" title="Analyzer Optimizations" href="analyzer-optimizations.html"/> 
 
@@ -355,7 +355,7 @@ <h3>Order Matters<a class="headerlink" href="#order-matters" title="Permalink to
 </div>
 <p>Hopefully it is clear that the first <code class="docutils literal"><span class="pre">stats_counts.http.rpm.publishers.*</span></code>
 alert tuple would route ALL to alerter and seasonal_pub1 and seasonal_pub_freddy
-would never get sent to be analyzed by Mirage.</p>
+would never get sent to Mirage to be analyzed.</p>
 </div>
 <div class="section" id="enabling">
 <h3>Enabling<a class="headerlink" href="#enabling" title="Permalink to this headline">¶</a></h3>
@@ -447,7 +447,7 @@ <h2>What Mirage does<a class="headerlink" href="#what-mirage-does" title="Permal
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/modules.html b/docs/_build/html/modules.html
index 48703588..8254b408 100644
--- a/docs/_build/html/modules.html
+++ b/docs/_build/html/modules.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/> 
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/> 
 
   
   <script src="_static/js/modernizr.min.js"></script>
@@ -277,7 +277,7 @@ <h1>skyline<a class="headerlink" href="#skyline" title="Permalink to this headli
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/monitoring-skyline.html b/docs/_build/html/monitoring-skyline.html
index 7c4b53e7..d2328665 100644
--- a/docs/_build/html/monitoring-skyline.html
+++ b/docs/_build/html/monitoring-skyline.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Monitoring Skyline &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Monitoring Skyline &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Debian and Vagrant Installation Tips" href="debian-and-vagrant-installation-tips.html"/>
         <link rel="prev" title="Tuning tips" href="tuning-tips.html"/> 
 
@@ -240,7 +240,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/objects.inv b/docs/_build/html/objects.inv
index 9785b53b..5fc59839 100644
Binary files a/docs/_build/html/objects.inv and b/docs/_build/html/objects.inv differ
diff --git a/docs/_build/html/overview.html b/docs/_build/html/overview.html
index cbf2f095..a546dd45 100644
--- a/docs/_build/html/overview.html
+++ b/docs/_build/html/overview.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Overview &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Overview &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Requirements" href="requirements.html"/>
         <link rel="prev" title="Skyline documentation" href="index.html"/> 
 
@@ -297,7 +297,7 @@ <h2>The architecture in a nutshell<a class="headerlink" href="#the-architecture-
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/panorama.html b/docs/_build/html/panorama.html
index 3418cf81..52de6597 100644
--- a/docs/_build/html/panorama.html
+++ b/docs/_build/html/panorama.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Panorama &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Panorama &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Webapp" href="webapp.html"/>
         <link rel="prev" title="Crucible" href="crucible.html"/> 
 
@@ -230,7 +230,7 @@ <h2>Create a MySQL database<a class="headerlink" href="#create-a-mysql-database"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/py-modindex.html b/docs/_build/html/py-modindex.html
index f525de8a..a736230a 100644
--- a/docs/_build/html/py-modindex.html
+++ b/docs/_build/html/py-modindex.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Python Module Index &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Python Module Index &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
  
 
 
@@ -448,7 +448,7 @@ <h1>Python Module Index</h1>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/redis-integration.html b/docs/_build/html/redis-integration.html
index af7f0e0c..3a266279 100644
--- a/docs/_build/html/redis-integration.html
+++ b/docs/_build/html/redis-integration.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Redis integration &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Redis integration &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Skyline and friends" href="skyline-and-friends.html"/>
         <link rel="prev" title="Webapp" href="webapp.html"/> 
 
@@ -233,7 +233,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases.html b/docs/_build/html/releases.html
index 833305fc..c6a8bcc9 100644
--- a/docs/_build/html/releases.html
+++ b/docs/_build/html/releases.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Release Notes &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Release Notes &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="1.0.0 - the crucible branch" href="releases/1_0_0.html"/>
         <link rel="prev" title="Building documentation" href="building-documentation.html"/> 
 
@@ -114,6 +114,7 @@
 <li class="toctree-l2"><a class="reference internal" href="releases/1_0_1.html">1.0.1 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="releases/1_0_2.html">1.0.2 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="releases/1_0_3.html">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="releases/1_0_4.html">1.0.3 - the crucible branch</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="whats-new.html">What&#8217;s new</a></li>
@@ -172,6 +173,7 @@ <h1>Release Notes<a class="headerlink" href="#release-notes" title="Permalink to
 <li class="toctree-l1"><a class="reference internal" href="releases/1_0_1.html">1.0.1 - the crucible branch</a></li>
 <li class="toctree-l1"><a class="reference internal" href="releases/1_0_2.html">1.0.2 - the crucible branch</a></li>
 <li class="toctree-l1"><a class="reference internal" href="releases/1_0_3.html">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l1"><a class="reference internal" href="releases/1_0_4.html">1.0.3 - the crucible branch</a></li>
 </ul>
 </div>
 </div>
@@ -217,7 +219,7 @@ <h1>Release Notes<a class="headerlink" href="#release-notes" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_0.html b/docs/_build/html/releases/1_0_0.html
index e8355987..426828ed 100644
--- a/docs/_build/html/releases/1_0_0.html
+++ b/docs/_build/html/releases/1_0_0.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.0 - the crucible branch &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>1.0.0 - the crucible branch &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.1 - the crucible branch" href="1_0_1.html"/>
         <link rel="prev" title="Release Notes" href="../releases.html"/> 
@@ -127,6 +127,7 @@
 <li class="toctree-l2"><a class="reference internal" href="1_0_1.html">1.0.1 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_0_2.html">1.0.2 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_0_3.html">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_4.html">1.0.3 - the crucible branch</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../whats-new.html">What&#8217;s new</a></li>
@@ -312,7 +313,7 @@ <h2>Known issues in this release<a class="headerlink" href="#known-issues-in-thi
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_1.html b/docs/_build/html/releases/1_0_1.html
index 2c82f055..95acc1cc 100644
--- a/docs/_build/html/releases/1_0_1.html
+++ b/docs/_build/html/releases/1_0_1.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.1 - the crucible branch &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>1.0.1 - the crucible branch &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.2 - the crucible branch" href="1_0_2.html"/>
         <link rel="prev" title="1.0.0 - the crucible branch" href="1_0_0.html"/> 
@@ -115,6 +115,7 @@
 <li class="toctree-l2 current"><a class="current reference internal" href="#">1.0.1 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_0_2.html">1.0.2 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_0_3.html">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_4.html">1.0.3 - the crucible branch</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../whats-new.html">What&#8217;s new</a></li>
@@ -236,7 +237,7 @@ <h1>1.0.1 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_2.html b/docs/_build/html/releases/1_0_2.html
index f70e1a35..f37355a4 100644
--- a/docs/_build/html/releases/1_0_2.html
+++ b/docs/_build/html/releases/1_0_2.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.2 - the crucible branch &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>1.0.2 - the crucible branch &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.3 - the crucible branch" href="1_0_3.html"/>
         <link rel="prev" title="1.0.1 - the crucible branch" href="1_0_1.html"/> 
@@ -115,6 +115,7 @@
 <li class="toctree-l2"><a class="reference internal" href="1_0_1.html">1.0.1 - the crucible branch</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">1.0.2 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_0_3.html">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_4.html">1.0.3 - the crucible branch</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../whats-new.html">What&#8217;s new</a></li>
@@ -229,7 +230,7 @@ <h1>1.0.2 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_3.html b/docs/_build/html/releases/1_0_3.html
index 286f4760..28a249f2 100644
--- a/docs/_build/html/releases/1_0_3.html
+++ b/docs/_build/html/releases/1_0_3.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.3 - the crucible branch &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>1.0.3 - the crucible branch &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,9 +32,9 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
-        <link rel="next" title="What’s new" href="../whats-new.html"/>
+        <link rel="next" title="1.0.3 - the crucible branch" href="1_0_4.html"/>
         <link rel="prev" title="1.0.2 - the crucible branch" href="1_0_2.html"/> 
 
   
@@ -115,6 +115,7 @@
 <li class="toctree-l2"><a class="reference internal" href="1_0_1.html">1.0.1 - the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_0_2.html">1.0.2 - the crucible branch</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_4.html">1.0.3 - the crucible branch</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../whats-new.html">What&#8217;s new</a></li>
@@ -195,7 +196,7 @@ <h1>1.0.3 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="../whats-new.html" class="btn btn-neutral float-right" title="What’s new" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="1_0_4.html" class="btn btn-neutral float-right" title="1.0.3 - the crucible branch" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
         <a href="1_0_2.html" class="btn btn-neutral" title="1.0.2 - the crucible branch" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
@@ -229,7 +230,7 @@ <h1>1.0.3 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_4.html b/docs/_build/html/releases/1_0_4.html
new file mode 100644
index 00000000..5e60b8eb
--- /dev/null
+++ b/docs/_build/html/releases/1_0_4.html
@@ -0,0 +1,260 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>1.0.3 - the crucible branch &mdash; Skyline 1.0.4-dev documentation</title>
+  
+
+  
+  
+
+  
+
+  
+  
+    
+
+  
+
+  
+  
+    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  
+
+  
+    <link rel="stylesheet" href="../_static/skyline.styles.css" type="text/css" />
+  
+
+  
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="../index.html"/>
+        <link rel="up" title="Release Notes" href="../releases.html"/>
+        <link rel="next" title="What’s new" href="../whats-new.html"/>
+        <link rel="prev" title="1.0.3 - the crucible branch" href="1_0_3.html"/> 
+
+  
+  <script src="../_static/js/modernizr.min.js"></script>
+
+</head>
+
+<body class="wy-body-for-nav" role="document">
+
+  <div class="wy-grid-for-nav">
+
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search">
+          
+
+          
+            <a href="../index.html" class="icon icon-home"> Skyline
+          
+
+          
+          </a>
+
+          
+            
+            
+              <div class="version">
+                1.0
+              </div>
+            
+          
+
+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+
+          
+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+                <ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../overview.html">Overview</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../requirements.html">Requirements</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../getting-started.html">Getting started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../running-in-python-virtualenv.html">Running Skyline in a Python virtualenv</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../installation.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../upgrading.html">Upgrading</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../getting-data-into-skyline.html">Getting data into Skyline</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../alert-testing.html">Alert testing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../horizon.html">Horizon</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../analyzer.html">Analyzer</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../analyzer-optimizations.html">Analyzer Optimizations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../mirage.html">Mirage</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../boundary.html">Boundary</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../crucible.html">Crucible</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../panorama.html">Panorama</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../webapp.html">Webapp</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../redis-integration.html">Redis integration</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../skyline-and-friends.html">Skyline and friends</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../logging.html">Logging</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../tuning-tips.html">Tuning tips</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../tuning-tips.html#smaller-deployments">Smaller deployments</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../tuning-tips.html#reliability">Reliability</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../monitoring-skyline.html">Monitoring Skyline</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../debian-and-vagrant-installation-tips.html">Debian and Vagrant Installation Tips</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../building-documentation.html">Building documentation</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_0_0.html">1.0.0 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_1.html">1.0.1 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_2.html">1.0.2 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_3.html">1.0.3 - the crucible branch</a></li>
+<li class="toctree-l2 current"><a class="current reference internal" href="#">1.0.3 - the crucible branch</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../whats-new.html">What&#8217;s new</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../development/index.html">Development</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../roadmap.html">Roadmap</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../skyline.html">skyline package</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      
+      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
+        <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+        <a href="../index.html">Skyline</a>
+      </nav>
+
+
+      
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          
+
+ 
+
+
+
+<div role="navigation" aria-label="breadcrumbs navigation">
+  <ul class="wy-breadcrumbs">
+    <li><a href="../index.html">Docs</a> &raquo;</li>
+      
+          <li><a href="../releases.html">Release Notes</a> &raquo;</li>
+      
+    <li>1.0.3 - the crucible branch</li>
+      <li class="wy-breadcrumbs-aside">
+        
+          
+            <a href="../_sources/releases/1_0_4.txt" rel="nofollow"> View page source</a>
+          
+        
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="the-crucible-branch">
+<h1>1.0.3 - the crucible branch<a class="headerlink" href="#the-crucible-branch" title="Permalink to this headline">¶</a></h1>
+<p>Some documentation updates and setup.py things</p>
+<p>Changes include:</p>
+<ul class="simple">
+<li>Added epel-release to the RedHat family install as python-pip is not in the
+main repos and gcc</li>
+<li>Added wget and tar in case someone is using a minimal OS install</li>
+<li>Added build-essentials as Ubuntu-14.04.4 has to have build-essentials first or
+zlib, et al are not available even if zlib1g-dev et al are installed</li>
+<li>Added libreadline6-dev and readline-devel and ncurses</li>
+<li>Added basic overview of the Webapp uml and png to docs as per suggested by &#64;blak3r2</li>
+<li>Wrapped MySQL debug logging in the proper if ENABLE_DEBUG conditionals as
+these were being generally logged for Panorama patterning</li>
+<li>Added setup.py and setup.cfg for pypi</li>
+<li>Minor docs changes and additions</li>
+<li>Added Known bugs divs to now and Panorama views in the Webapp</li>
+<li>Bumped up to version 1.0.3</li>
+</ul>
+</div>
+
+
+           </div>
+          </div>
+          <footer>
+  
+    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+      
+        <a href="../whats-new.html" class="btn btn-neutral float-right" title="What’s new" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
+      
+      
+        <a href="1_0_3.html" class="btn btn-neutral" title="1.0.3 - the crucible branch" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+      
+    </div>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2013-2014, Etsy Inc; 2015, Abe Stanway; 2015-2016, Gary Wilson.
+
+    </p>
+  </div>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. 
+
+</footer>
+
+        </div>
+      </div>
+
+    </section>
+
+  </div>
+  
+
+
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'../',
+            VERSION:'1.0.4-dev',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true
+        };
+    </script>
+      <script type="text/javascript" src="../_static/jquery.js"></script>
+      <script type="text/javascript" src="../_static/underscore.js"></script>
+      <script type="text/javascript" src="../_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="../_static/js/theme.js"></script>
+  
+
+  
+  
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.StickyNav.enable();
+      });
+  </script>
+   
+
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/_build/html/requirements.html b/docs/_build/html/requirements.html
index 2ce285e8..0508b7d5 100644
--- a/docs/_build/html/requirements.html
+++ b/docs/_build/html/requirements.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Requirements &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Requirements &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Getting started" href="getting-started.html"/>
         <link rel="prev" title="Overview" href="overview.html"/> 
 
@@ -187,6 +187,11 @@ <h2><code class="docutils literal"><span class="pre">requirements.txt</span></co
 verified as working version with Python-2.7 within a virtaulenv.</p>
 <div class="section" id="recent-changes-in-the-pip-environment">
 <h3>Recent changes in the pip environment<a class="headerlink" href="#recent-changes-in-the-pip-environment" title="Permalink to this headline">¶</a></h3>
+<div class="admonition note">
+<p class="first admonition-title">Note</p>
+<p class="last">If you use pip or virtualenv in any other context, please note the
+following and assess if and/or how it pertains to you environment</p>
+</div>
 <p>The new pip, setuptools, distribute and virtualenv methodology that the
 pypa community has adopted is in a bit of a state of flux in terms of
 the setuptools version and virtualenv implementation of making the
@@ -336,7 +341,7 @@ <h4>RedHat family 6.x<a class="headerlink" href="#redhat-family-6-x" title="Perm
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/roadmap.html b/docs/_build/html/roadmap.html
index 877571a4..b01ee6ab 100644
--- a/docs/_build/html/roadmap.html
+++ b/docs/_build/html/roadmap.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Roadmap &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Roadmap &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="skyline package" href="skyline.html"/>
         <link rel="prev" title="Development - Webapp" href="development/webapp.html"/> 
 
@@ -364,7 +364,7 @@ <h2>Machine learning<a class="headerlink" href="#machine-learning" title="Permal
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/running-in-python-virtualenv.html b/docs/_build/html/running-in-python-virtualenv.html
index 09527db1..f435b837 100644
--- a/docs/_build/html/running-in-python-virtualenv.html
+++ b/docs/_build/html/running-in-python-virtualenv.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Running Skyline in a Python virtualenv &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Running Skyline in a Python virtualenv &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Installation" href="installation.html"/>
         <link rel="prev" title="Getting started" href="getting-started.html"/> 
 
@@ -319,7 +319,7 @@ <h2>Create a Skyline Python virtualenv<a class="headerlink" href="#create-a-skyl
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/search.html b/docs/_build/html/search.html
index 1ff4a267..25b3a328 100644
--- a/docs/_build/html/search.html
+++ b/docs/_build/html/search.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Search &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Search &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/> 
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/> 
 
   
   <script src="_static/js/modernizr.min.js"></script>
@@ -197,7 +197,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/searchindex.js b/docs/_build/html/searchindex.js
index 900f1122..118ab176 100644
--- a/docs/_build/html/searchindex.js
+++ b/docs/_build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({envversion:49,filenames:["alert-testing","analyzer","analyzer-optimizations","boundary","building-documentation","crucible","debian-and-vagrant-installation-tips","development/index","development/webapp","getting-data-into-skyline","getting-started","horizon","index","installation","logging","mirage","modules","monitoring-skyline","overview","panorama","redis-integration","releases","releases/1_0_0","releases/1_0_1","releases/1_0_2","releases/1_0_3","requirements","roadmap","running-in-python-virtualenv","skyline","skyline-and-friends","skyline.analyzer","skyline.analyzer_dev","skyline.boundary","skyline.crucible","skyline.horizon","skyline.mirage","skyline.panorama","skyline.webapp","tuning-tips","upgrading","webapp","whats-new"],objects:{"":{algorithm_exceptions:[29,0,0,"-"],analyzer:[31,0,0,"-"],analyzer_dev:[32,0,0,"-"],boundary:[33,0,0,"-"],crucible:[34,0,0,"-"],horizon:[35,0,0,"-"],mirage:[36,0,0,"-"],panorama:[37,0,0,"-"],settings:[29,0,0,"-"],skyline:[29,0,0,"-"],skyline_functions:[29,0,0,"-"],skyline_version:[29,0,0,"-"],webapp:[38,0,0,"-"]},"analyzer.agent":{AnalyzerAgent:[31,2,1,""],run:[31,4,1,""]},"analyzer.agent.AnalyzerAgent":{run:[31,3,1,""]},"analyzer.alerters":{alert_hipchat:[31,4,1,""],alert_pagerduty:[31,4,1,""],alert_smtp:[31,4,1,""],alert_syslog:[31,4,1,""],skyline_version:[31,5,1,""],trigger_alert:[31,4,1,""]},"analyzer.algorithms":{determine_median:[31,4,1,""],first_hour_average:[31,4,1,""],get_function_name:[31,4,1,""],grubbs:[31,4,1,""],histogram_bins:[31,4,1,""],is_anomalously_anomalous:[31,4,1,""],ks_test:[31,4,1,""],least_squares:[31,4,1,""],mean_subtraction_cumulation:[31,4,1,""],median_absolute_deviation:[31,4,1,""],record_algorithm_error:[31,4,1,""],run_selected_algorithm:[31,4,1,""],stddev_from_average:[31,4,1,""],stddev_from_moving_average:[31,4,1,""],tail_avg:[31,4,1,""]},"analyzer.analyzer":{Analyzer:[31,2,1,""]},"analyzer.analyzer.Analyzer":{check_if_parent_is_alive:[31,3,1,""],run:[31,3,1,""],spin_process:[31,3,1,""]},"analyzer_dev.agent":{AnalyzerAgent:[32,2,1,""],run:[32,4,1,""]},"analyzer_dev.agent.AnalyzerAgent":{run:[32,3,1,""]},"analyzer_dev.alerters":{alert_hipchat:[32,4,1,""],alert_pagerduty:[32,4,1,""],alert_smtp:[32,4,1,""],alert_syslog:[32,4,1,""],trigger_alert:[32,4,1,""]},"analyzer_dev.algorithms_dev":{determine_median:[32,4,1,""],first_hour_average:[32,4,1,""],get_function_name:[32,4,1,""],grubbs:[32,4,1,""],histogram_bins:[32,4,1,""],is_anomalously_anomalous:[32,4,1,""],ks_test:[32,4,1,""],least_squares:[32,4,1,""],mean_subtraction_cumulation:[32,4,1,""],median_absolute_deviation:[32,4,1,""],run_selected_algorithm:[32,4,1,""],stddev_from_average:[32,4,1,""],stddev_from_moving_average:[32,4,1,""],tail_avg:[32,4,1,""]},"analyzer_dev.analyzer_dev":{Analyzer:[32,2,1,""]},"analyzer_dev.analyzer_dev.Analyzer":{check_if_parent_is_alive:[32,3,1,""],run:[32,3,1,""],send_graphite_metric:[32,3,1,""],spin_process:[32,3,1,""]},"boundary.agent":{BoundaryAgent:[33,2,1,""],run:[33,4,1,""]},"boundary.agent.BoundaryAgent":{run:[33,3,1,""]},"boundary.boundary":{Boundary:[33,2,1,""]},"boundary.boundary.Boundary":{check_if_parent_is_alive:[33,3,1,""],mkdir_p:[33,3,1,""],run:[33,3,1,""],spin_process:[33,3,1,""],unique_noHash:[33,3,1,""]},"boundary.boundary_alerters":{alert_hipchat:[33,4,1,""],alert_pagerduty:[33,4,1,""],alert_smtp:[33,4,1,""],alert_syslog:[33,4,1,""],trigger_alert:[33,4,1,""]},"boundary.boundary_algorithms":{autoaggregate_ts:[33,4,1,""],boundary_no_mans_land:[33,4,1,""],detect_drop_off_cliff:[33,4,1,""],greater_than:[33,4,1,""],less_than:[33,4,1,""],run_selected_algorithm:[33,4,1,""]},"crucible.agent":{CrucibleAgent:[34,2,1,""],run:[34,4,1,""]},"crucible.agent.CrucibleAgent":{run:[34,3,1,""]},"crucible.crucible":{Crucible:[34,2,1,""]},"crucible.crucible.Crucible":{check_if_parent_is_alive:[34,3,1,""],run:[34,3,1,""],spin_process:[34,3,1,""]},"crucible.crucible_algorithms":{detect_drop_off_cliff:[34,4,1,""],first_hour_average:[34,4,1,""],grubbs:[34,4,1,""],histogram_bins:[34,4,1,""],ks_test:[34,4,1,""],least_squares:[34,4,1,""],mean_subtraction_cumulation:[34,4,1,""],median_absolute_deviation:[34,4,1,""],python_version:[34,5,1,""],run_algorithms:[34,4,1,""],stddev_from_average:[34,4,1,""],stddev_from_moving_average:[34,4,1,""],tail_avg:[34,4,1,""]},"horizon.agent":{Horizon:[35,2,1,""],run:[35,4,1,""]},"horizon.agent.Horizon":{run:[35,3,1,""]},"horizon.listen":{Listen:[35,2,1,""],SafeUnpickler:[35,2,1,""]},"horizon.listen.Listen":{check_if_parent_is_alive:[35,3,1,""],gen_unpickle:[35,3,1,""],listen_pickle:[35,3,1,""],listen_udp:[35,3,1,""],read_all:[35,3,1,""],run:[35,3,1,""]},"horizon.listen.SafeUnpickler":{PICKLE_SAFE:[35,6,1,""],find_class:[35,7,1,""],loads:[35,7,1,""]},"horizon.roomba":{Roomba:[35,2,1,""]},"horizon.roomba.Roomba":{check_if_parent_is_alive:[35,3,1,""],run:[35,3,1,""],vacuum:[35,3,1,""]},"horizon.worker":{Worker:[35,2,1,""]},"horizon.worker.Worker":{check_if_parent_is_alive:[35,3,1,""],in_skip_list:[35,3,1,""],run:[35,3,1,""]},"mirage.agent":{MirageAgent:[36,2,1,""],run:[36,4,1,""]},"mirage.agent.MirageAgent":{run:[36,3,1,""]},"mirage.mirage":{Mirage:[36,2,1,""]},"mirage.mirage.Mirage":{check_if_parent_is_alive:[36,3,1,""],load_metric_vars:[36,3,1,""],mkdir_p:[36,3,1,""],run:[36,3,1,""],spin_process:[36,3,1,""],surface_graphite_metric_data:[36,3,1,""]},"mirage.mirage_alerters":{alert_hipchat:[36,4,1,""],alert_pagerduty:[36,4,1,""],alert_smtp:[36,4,1,""],alert_syslog:[36,4,1,""],trigger_alert:[36,4,1,""]},"mirage.mirage_algorithms":{determine_median:[36,4,1,""],first_hour_average:[36,4,1,""],get_function_name:[36,4,1,""],grubbs:[36,4,1,""],histogram_bins:[36,4,1,""],is_anomalously_anomalous:[36,4,1,""],ks_test:[36,4,1,""],least_squares:[36,4,1,""],logger:[36,5,1,""],mean_subtraction_cumulation:[36,4,1,""],median_absolute_deviation:[36,4,1,""],record_algorithm_error:[36,4,1,""],run_selected_algorithm:[36,4,1,""],stddev_from_average:[36,4,1,""],stddev_from_moving_average:[36,4,1,""],tail_avg:[36,4,1,""]},"mirage.negaters":{negate_analyzer_alert:[36,4,1,""],negate_hipchat:[36,4,1,""],negate_syslog:[36,4,1,""],trigger_negater:[36,4,1,""]},"panorama.agent":{PanoramaAgent:[37,2,1,""]},"panorama.agent.PanoramaAgent":{run:[37,3,1,""]},"panorama.panorama":{Panorama:[37,2,1,""]},"panorama.panorama.Panorama":{check_if_parent_is_alive:[37,3,1,""],mysql_insert:[37,3,1,""],mysql_select:[37,3,1,""],run:[37,3,1,""],spin_process:[37,3,1,""]},"webapp.backend":{get_list:[38,4,1,""],panorama_request:[38,4,1,""]},"webapp.webapp":{App:[38,2,1,""],anomalies:[38,4,1,""],app_settings:[38,4,1,""],authenticate:[38,4,1,""],check_auth:[38,4,1,""],crucible:[38,4,1,""],data:[38,4,1,""],docs:[38,4,1,""],index:[38,4,1,""],limit_remote_addr:[38,4,1,""],now:[38,4,1,""],panorama:[38,4,1,""],panorama_anomalies:[38,4,1,""],rebrow:[38,4,1,""],rebrow_key:[38,4,1,""],rebrow_keys:[38,4,1,""],rebrow_server_db:[38,4,1,""],requires_auth:[38,4,1,""],run:[38,4,1,""],urlsafe_base64_encode:[38,4,1,""],version:[38,4,1,""]},"webapp.webapp.App":{run:[38,3,1,""]},algorithm_exceptions:{Boring:[29,1,1,""],Stale:[29,1,1,""],TooShort:[29,1,1,""]},analyzer:{agent:[31,0,0,"-"],alerters:[31,0,0,"-"],algorithms:[31,0,0,"-"],analyzer:[31,0,0,"-"]},analyzer_dev:{agent:[32,0,0,"-"],alerters:[32,0,0,"-"],algorithms_dev:[32,0,0,"-"],analyzer_dev:[32,0,0,"-"]},boundary:{agent:[33,0,0,"-"],boundary:[33,0,0,"-"],boundary_alerters:[33,0,0,"-"],boundary_algorithms:[33,0,0,"-"]},crucible:{agent:[34,0,0,"-"],crucible:[34,0,0,"-"],crucible_algorithms:[34,0,0,"-"]},horizon:{agent:[35,0,0,"-"],listen:[35,0,0,"-"],roomba:[35,0,0,"-"],worker:[35,0,0,"-"]},mirage:{agent:[36,0,0,"-"],mirage:[36,0,0,"-"],mirage_alerters:[36,0,0,"-"],mirage_algorithms:[36,0,0,"-"],negaters:[36,0,0,"-"]},panorama:{agent:[37,0,0,"-"],panorama:[37,0,0,"-"]},settings:{ALERTERS_SETTINGS:[29,5,1,""],ALERTS:[29,5,1,""],ALGORITHMS:[29,5,1,""],ANALYZER_CRUCIBLE_ENABLED:[29,5,1,""],ANALYZER_OPTIMUM_RUN_DURATION:[29,5,1,""],ANALYZER_PROCESSES:[29,5,1,""],ANOMALY_DUMP:[29,5,1,""],BOREDOM_SET_SIZE:[29,5,1,""],BOUNDARY_ALERTER_OPTS:[29,5,1,""],BOUNDARY_ALGORITHMS:[29,5,1,""],BOUNDARY_AUTOAGGRERATION:[29,5,1,""],BOUNDARY_AUTOAGGRERATION_METRICS:[29,5,1,""],BOUNDARY_CRUCIBLE_ENABLED:[29,5,1,""],BOUNDARY_ENABLE_ALERTS:[29,5,1,""],BOUNDARY_HIPCHAT_OPTS:[29,5,1,""],BOUNDARY_METRICS:[29,5,1,""],BOUNDARY_OPTIMUM_RUN_DURATION:[29,5,1,""],BOUNDARY_PAGERDUTY_OPTS:[29,5,1,""],BOUNDARY_PROCESSES:[29,5,1,""],BOUNDARY_SMTP_OPTS:[29,5,1,""],CANARY_METRIC:[29,5,1,""],CARBON_PORT:[29,5,1,""],CHUNK_SIZE:[29,5,1,""],CONSENSUS:[29,5,1,""],CRUCIBLE_CHECK_PATH:[29,5,1,""],CRUCIBLE_DATA_FOLDER:[29,5,1,""],CRUCIBLE_PROCESSES:[29,5,1,""],CRUCIBLE_TESTS_TIMEOUT:[29,5,1,""],ENABLE_ALERTS:[29,5,1,""],ENABLE_ALGORITHM_RUN_METRICS:[29,5,1,""],ENABLE_ALL_ALGORITHMS_RUN_METRICS:[29,5,1,""],ENABLE_BOUNDARY_DEBUG:[29,5,1,""],ENABLE_CRUCIBLE:[29,5,1,""],ENABLE_CRUCIBLE_DEBUG:[29,5,1,""],ENABLE_DEBUG:[29,5,1,""],ENABLE_FULL_DURATION_ALERTS:[29,5,1,""],ENABLE_MIRAGE:[29,5,1,""],ENABLE_PANORAMA_DEBUG:[29,5,1,""],ENABLE_SECOND_ORDER:[29,5,1,""],FULL_DURATION:[29,5,1,""],FULL_NAMESPACE:[29,5,1,""],GRAPHITE_CONNECT_TIMEOUT:[29,5,1,""],GRAPHITE_GRAPH_SETTINGS:[29,5,1,""],GRAPHITE_HOST:[29,5,1,""],GRAPHITE_PORT:[29,5,1,""],GRAPHITE_PROTOCOL:[29,5,1,""],GRAPHITE_READ_TIMEOUT:[29,5,1,""],GRAPHITE_SOURCE:[29,5,1,""],GRAPH_URL:[29,5,1,""],HIPCHAT_ENABLED:[29,5,1,""],HIPCHAT_OPTS:[29,5,1,""],HORIZON_IP:[29,5,1,""],LOG_PATH:[29,5,1,""],MAX_ANALYZER_PROCESS_RUNTIME:[29,5,1,""],MAX_QUEUE_SIZE:[29,5,1,""],MAX_RESOLUTION:[29,5,1,""],MAX_TOLERABLE_BOREDOM:[29,5,1,""],MINI_DURATION:[29,5,1,""],MINI_NAMESPACE:[29,5,1,""],MIN_TOLERABLE_LENGTH:[29,5,1,""],MIRAGE_ALGORITHMS:[29,5,1,""],MIRAGE_CHECK_PATH:[29,5,1,""],MIRAGE_CONSENSUS:[29,5,1,""],MIRAGE_CRUCIBLE_ENABLED:[29,5,1,""],MIRAGE_DATA_FOLDER:[29,5,1,""],MIRAGE_ENABLE_ALERTS:[29,5,1,""],MIRAGE_ENABLE_SECOND_ORDER:[29,5,1,""],MIRAGE_STALE_SECONDS:[29,5,1,""],NEGATE_ANALYZER_ALERTS:[29,5,1,""],NUMBER_OF_ANOMALIES_TO_STORE_IN_PANORAMA:[29,5,1,""],OCULUS_HOST:[29,5,1,""],PAGERDUTY_ENABLED:[29,5,1,""],PAGERDUTY_OPTS:[29,5,1,""],PANDAS_VERSION:[29,5,1,""],PANORAMA_CHECK_PATH:[29,5,1,""],PANORAMA_DATABASE:[29,5,1,""],PANORAMA_DBHOST:[29,5,1,""],PANORAMA_DBPORT:[29,5,1,""],PANORAMA_DBUSER:[29,5,1,""],PANORAMA_DBUSERPASS:[29,5,1,""],PANORAMA_ENABLED:[29,5,1,""],PANORAMA_EXPIRY_TIME:[29,5,1,""],PANORAMA_PROCESSES:[29,5,1,""],PICKLE_PORT:[29,5,1,""],PID_PATH:[29,5,1,""],PLOT_REDIS_DATA:[29,5,1,""],REDIS_SOCKET_PATH:[29,5,1,""],ROOMBA_GRACE_TIME:[29,5,1,""],ROOMBA_PROCESSES:[29,5,1,""],ROOMBA_TIMEOUT:[29,5,1,""],RUN_OPTIMIZED_WORKFLOW:[29,5,1,""],SERVER_METRICS_NAME:[29,5,1,""],SKIP_LIST:[29,5,1,""],SKYLINE_TMP_DIR:[29,5,1,""],SLACK_ENABLED:[29,5,1,""],SMTP_OPTS:[29,5,1,""],STALE_PERIOD:[29,5,1,""],SYSLOG_ENABLED:[29,5,1,""],SYSLOG_OPTS:[29,5,1,""],TARGET_HOURS:[29,5,1,""],UDP_PORT:[29,5,1,""],WEBAPP_ALLOWED_IPS:[29,5,1,""],WEBAPP_AUTH_ENABLED:[29,5,1,""],WEBAPP_AUTH_USER:[29,5,1,""],WEBAPP_AUTH_USER_PASSWORD:[29,5,1,""],WEBAPP_FIXED_TIMEZONE:[29,5,1,""],WEBAPP_IP:[29,5,1,""],WEBAPP_IP_RESTRICTED:[29,5,1,""],WEBAPP_JAVASCRIPT_DEBUG:[29,5,1,""],WEBAPP_PORT:[29,5,1,""],WEBAPP_SERVER:[29,5,1,""],WEBAPP_USER_TIMEZONE:[29,5,1,""],WORKER_PROCESSES:[29,5,1,""]},skyline_functions:{alert_expiry_check:[29,4,1,""],fail_check:[29,4,1,""],get_graphite_metric:[29,4,1,""],load_metric_vars:[29,4,1,""],mkdir_p:[29,4,1,""],mysql_select:[29,4,1,""],send_graphite_metric:[29,4,1,""],write_data_to_file:[29,4,1,""]},webapp:{backend:[38,0,0,"-"],gunicorn:[38,0,0,"-"],webapp:[38,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","exception","Python exception"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","function","Python function"],"5":["py","data","Python data"],"6":["py","attribute","Python attribute"],"7":["py","classmethod","Python class method"]},objtypes:{"0":"py:module","1":"py:exception","2":"py:class","3":"py:method","4":"py:function","5":"py:data","6":"py:attribute","7":"py:classmethod"},terms:{"123_234_213_123":17,"22m":14,"250k":[1,39],"2nd":27,"38m":14,"3rd":29,"3sigma":[23,29],"40g":14,"4gb":[1,2,13,39],"52m":14,"5pm":15,"6d42998cfec6e85b902d4ffa5a35ce86":13,"70k":[1,39],"7dai":15,"7hour":29,"96g":14,"__builtin__":35,"__pycache__":4,"_build":[4,22],"_markerlib":28,"_reconstructor":35,"boolean":[1,29,31,33,34,36,37,38],"break":[3,40],"byte":35,"case":[2,10,15,25,29,42],"class":[13,31,32,33,34,35,36,37,38],"default":[0,1,2,5,6,9,10,13,14,15,19,29,40],"float":2,"function":[4,7,8,9,26,27,28,29,31,32,33,34,36,38,40],"import":[4,9,14,15,19,22,29,30,42],"int":[29,37],"long":[1,8,9,11,13,14,17,20,28,29,30,33,34,36,39],"new":[1,2,8,9,12,13,14],"public":[15,41],"return":[1,3,4,13,24,26,29,31,32,33,34,36,37,38,40,41],"short":[1,9,31,32,34,36],"static":[18,22,29,42],"super":[31,36],"switch":[9,20],"transient":5,"true":[0,1,2,3,9,13,14,15,26,29,31,34,36,37],"try":[10,14,15,18,26,29,39],"var":[13,14,29,40],"while":[3,5,13],abe:[5,15,18],abil:[2,3,5,27,29],abl:[1,2,6,9,10,13,15,19,20,22,26,27,29,30],about:[1,2,3,9,10,14,23,27,31,32,39],abov:[2,10,15,27,28,29,40],abovement:14,absolut:[15,29,31,32,34,36],abspath:4,accept:[9,10],access:[9,13,19,29],accid:41,accommod:[1,22,40],accord:[6,24],accrur:42,accumul:29,accur:[3,29],accuraci:[9,27],achiev:[2,4,14,22,29],across:3,act:15,activ:[0,13,18],actual:[1,18],ad_request:27,add:[1,2,3,5,6,9],added:[23,24,25],added_bi:29,addit:[1,2,3,5,8,18,20,22,23,25,27,29,40,41],address:[13,29,38,41,42],adhoc:5,adjust:26,admin:[13,29],adopt:[26,28],adtech:27,advantag:17,advertis:[27,39],advis:[1,10,29],aec9ffb075f9443c8e8f23c4f2d06faa:29,affect:[13,40],after:[2,6,9,10,13,29,31,32,34,36,40],again:[0,2,9,13,14,15,28,29,40],against:[1,2,3,15,29,31,32,39,41],agent:[9,16,29],aggreg:[1,3,5,15,29,33,41],aggregation_value:29,ago:[29,31,32,34,36],agre:1,aid:27,aim:[5,29],alert_expiry_check:29,alert_hipchat:[31,32,33,36],alert_pagerduti:[31,32,33,36],alert_smtp:[31,32,33,36],alert_syslog:[31,32,33,36],alert_threshold:[3,29,33],alert_vias:[3,29],alerter:29,alerter_expiration_tim:29,alerter_limit:29,alerters_settings:29,alerts:0,algorithm1:29,algorithm2:29,algorithm_breakdown:2,algorithm_error_fil:[31,36],algorithm_except:16,algorithm_nam:[29,31,36],algorithma:5,algorithms:[1,2,29,31,32,34],algorithms_dev:[16,29],algoritm:[29,31,36],aliv:34,all:[1,2,3,4,6,9,10,11,13,15,18,19,20,28,29,31,32,34,36,38,39,40,41,42],allow:[3,4,5,10,15,19,22,27,28,29,39,41,42],almost:[2,3],alogrithm:[3,5],along:2,alot:29,alphabet:27,alreadi:[23,28],also:[1,2,3,5,9,11,15,20,23,29,30,31,32,34,36,41],alter:18,altern:20,although:[3,4,5,9,10,13,14,22,23,27,29,30,40,41,42],altinstal:28,alwai:13,amaz:27,america:29,amount:[5,11,22,29],an_important_th:29,analys:[1,3,5,15,27,29,31,32],analysi:[2,3,5,10,18,19,22,27,29,31,32,36,40],analyzer_crucible_enabled:[5,29],analyzer_dev:[2,16,29],analyzer_optimum_run_duration:[1,2,29,39],analyzer_processes:[1,2,29,31,32,39,40],analyzerag:[31,32],ani:[1,2,3,5,8,9,10,13,14,15,18,19,26,27,28,29,31,32,36,40,41,42],annot:[15,23],anomal:[1,2,3,10,13,14,15,18,19,22,29,31,32,33,34,36,41],anomali:[5,9],anomalous_metr:[1,3,31,32],anomaly_breakdown_q:[31,32],anomaly_dump:29,anoth:[5,9,13,27,29,31,32,39,41],antirez:20,any:[14,29],anyon:[4,30],anyth:[9,15,29,31,33,34,36],anywai:[2,13,14],apach:13,api:41,apidoc:[4,22],apologi:40,app:5,app_dir:4,app_set:38,appdir:4,append:[4,11,15,20,22,29,35],appli:[2,27,31,32,34,36,42],applic:[2,5,6,13,14,17,18,23,24,26,27,29],approach:18,appropri:[1,8,10,13,15,19,20,28,40,42],approri:[31,32],apt:[6,13,28],arbitrari:[3,33,34],archiv:[5,27],arg:38,argpars:26,arguabl:8,argument:[4,5,31,32,38],aris:[9,29],around:[18,27,29,41],arrai:[23,27,29,38],aspect:30,asperc:27,assess:[9,27,40],assign:[1,2,3,29,31,32,33,34,36,37],assigned_metr:[1,29,31,32],associ:2,assum:[13,42],attempt:[3,9,15,41],augment:[31,32,34,36],auth:[29,38],auth_token:29,authent:[13,38,41],autoaggreg:[29,33],autoaggregate_t:[29,33],autoaggregate_valu:33,autoconf:28,autodoc:40,autodoc_mock_import:29,autogener:4,autom:10,automat:18,automodul:4,autonom:5,avail:[6,15,22,25,26,31],avenu:27,averag:[1,2,26,27,29,31,32,33,34,36,39],avg:2,awai:[2,10,13,15],awesom:4,axi:27,back:[6,19,27],backend:[16,29],backport:[6,26],backupcount:14,backward:[2,3,22,26,40,42],balanc:14,base64:38,base:[1,2,3,5,10,13,22,27,29,31,32,33,34,35,36,37,41],basehttpserv:41,baselin:9,bash:[14,17,26],basi:[5,18],basic:[1,15,22,25,29,38],batteri:1,battl:18,bear:[1,14,29],becaus:[1,3,4,8,15,26,29],becom:[3,9,10,29,33,34,42],been:[1,2,3,4,5,6,8,9,13,17,18,22,23,29,39,40,41,42],befor:[1,2,9,13,15,29,30,40],begin:[9,15,29],behavior:[9,41],behind:[5,41],believ:14,below:[2,4,10,14,15,22,28,40],benefit:40,best:[8,15,41,42],bet:15,beta:31,better:[10,15,18,31,32,34,36,42],between:[1,3,5,14],beyond:[3,27],bgcolor:29,big:29,bigger:[15,39],bin:[0,3,11,13,14,15,19,28,31,32,34,36,40],binari:20,bind:[6,29],bit:[3,7,8,18,26,29,41],blah:37,blak3r2:[15,23,25],blob:[2,29],block:[3,5,9,18,29],blown:8,bolt:3,bore:[1,9,29],boredom_set_size:29,both:[1,4,29,31,32,38,41],bothersom:41,bound:[6,23,27,29],boundari:[1,2],boundary_alert:[16,29],boundary_alerter_opts:29,boundary_algorithm:[16,29],boundary_algorithms:[29,33],boundary_autoaggreration:29,boundary_autoaggreration_metrics:29,boundary_crucible_enabled:[5,29],boundary_enable_alerts:29,boundary_hipchat_opts:29,boundary_metr:33,boundary_metrics:[3,10,29],boundary_no_mans_land:33,boundary_optimum_run_duration:29,boundary_pagerduty_opts:29,boundary_processes:[3,29],boundary_smtp_opts:29,boundaryag:33,box:1,brain:1,branch:[2,5,21],breach:3,breakdown:42,bridg:[1,39],briefli:18,bring:[10,27,40],broken:14,brow:[13,18,41],brows:[18,41],browser:[22,24,29,38,41],buckl:39,bug:[23,24,25,42],build_doc:4,built:18,bump:[23,24,25],bunch:[31,32,33],burst:[1,39],busi:15,bzip2:28,c0c0c0:29,cach:[9,17],cache_kei:29,calcuat:[31,32,34,36],calcul:[1,27,29,31,32,34,36],call:[14,15,20,29,31,32,33,34,35,36,37,38,42],can:[1,2,3,4,5,6,8,9,10,11,13,14],canari:[29,35],canary_metric:[13,29],cannot:13,capabl:[5,27],capac:29,carbon:[9,17,29],carbon_port:29,carri:5,cat:[4,13],caus:[26,27,29,36,42],caveat:[2,26,42],cdn:13,cdnj:24,certain:[9,13,17,29,40],certainti:[10,22],cfg:25,chang:[1,2,3,4,5,6,13,22,23,24,25],channel:[3,10,29],cheap:14,check:[1,2,3],check_auth:38,check_file_to_fail:29,check_if_parent_is_al:[31,32,33,34,35,36,37],choic:[8,27],choos:[13,20,28],chunk:[29,35,39],chunk_size:[29,39],circumst:29,classifi:[1,29],classmethod:35,clean:[4,11,29,31,36],clear:[1,15],clearer:[1,15,18],clearli:2,client:[29,38,41],cliff:[3,29,33,34],clock:41,clone:[6,13,19],cloud:[1,2,13,39,41],cloudflar:24,cluster:[10,23],code:[1,2,4,9,15,22,27],coexist:3,collat:[31,32],collect:[1,11,27,29],color:29,colourblind:29,column:27,com:[2,4,6,13],combin:38,come:[1,3,9,15,20,29,39],command:13,comment:[13,29,40],commit:[22,40,42],common:[13,15,41],commun:[18,26,28],compani:29,comparison:29,compat:[2,22,26,28,42],compil:41,complain:26,complet:[13,29,31,36,40,42],complex:[2,10,41],complic:14,compon:13,comprehens:18,comput:[2,18],computation:[2,10],concept:[3,42],conceptu:[14,18],condit:[18,25,29],conf:[4,9,13,28,41],config:[6,29],configur:[0,1,2],configuration:6,connect:29,connector:13,connet:29,conquer:1,consensu:1,consensus:[1,2,3,18,29],consid:[10,13,15,24,29,41],consist:[11,29],consol:29,consolid:7,constant:[15,18],constantli:[2,18],consum:[10,15,29,39],consumpt:15,contain:[1,15,18,20,22,27,29,31,32,34,36,40],conten:14,content:[12,16],context:[1,5,14,28,29,41,42],continu:[14,18,19,27,29,42],control:[1,31,32,37],convent:5,convert:[27,41],cool:8,copi:[6,13,40],copy_reg:35,core:[1,18,39],correct:[1,4,13,22,23],correctli:[0,9],correl:27,cortic:27,cosin:27,cost:2,could:[3,4,5,14,15,22,27,29],coull:27,cours:[1,9],courtesi:27,cover:[40,41,42],coverag:40,cprofilev:2,cpu:[1,2,3,15,29],crash:9,crazi:29,creat:[4,5,10,13,14],creation:[19,41],crept:23,criteria:[2,41],critic:10,crond:17,crucibl:[1,2,3],crucible_algorithm:[16,29],crucible_check_path:29,crucible_data_folder:29,crucible_enabled:29,crucible_processes:29,crucible_tests_timeout:29,crucibleag:34,cube:27,cumul:[31,32,34,36],current:[1,2,3,4,7,8,9,11,18,20,22,23,24,29,40,41],current_skyline_app:29,curv:10,custom:[15,18,42],cut:11,cycl:[2,11],cycler:26,cython:27,d3j:24,daemon:[2,5,10,26],dai:[11,15,20,41],daili:15,danc:10,dashboard:13,data:[0,1,2,3,5],data_typ:29,databas:[3,5,13,18],datapoint:[2,3,9,20,27,29,31,32,33,34,35,36,39,41],dataset:29,date:[18,29,40,41],dateaccessorsutc:24,datetim:41,dateutil:26,daytim:15,deactiv:[0,13],deal:30,deb:6,debat:40,debug:[25,29],declar:[1,3,29],decod:1,decoupl:5,decreas:[2,9,29,39],dedic:2,dedup:11,deem:3,def:[31,32],defens:41,defin:[1,3,5,10,15,29,31,32,33,34,35,36],definit:[2,29],degre:[10,30],delai:[31,32,34,36],delet:35,demand:41,demonstr:15,depart:15,depend:[3,5],depict:1,deploi:[3,13,22,26],deploy:[2,12],deprec:26,depth:[10,41],deriv:1,describ:[14,30,40],descript:[13,18,27],design:[1,5,9,15,17,18,20,27],desir:[15,18,29,30,41],destin:[9,17],destinations:9,detail:[3,6,14,15,23,28,29,31,32,38,41],detect:3,determin:[1,2,3,4,15,17,27,29,31,32,33,34,35,36,37,38],determine_median:[23,31,32,36],dev:[6,25,28],devel:[25,28],develop:[2,4],development:29,deviat:[31,32,34,36],diagram:[4,23],dickei:[31,32,34,36],dictionari:29,did:[2,3,9,18,27],diff:40,differ:[1,2,3,7,10,13],difficult:[10,17,18,27,42],diffseri:27,dimens:[3,27],dimension:27,dir:[4,29],direct:[13,30],directli:[10,13],directori:[4,5,13,15,22,29,34],disabl:[1,5,15,29,39],discard:[15,29],discov:[31,32],disk:[5,10,14,29],displai:[6,20,29,41],distant:10,distinct:[1,39],distribut:[26,28,29,31,32,34,36],div:25,divid:[1,3,31,32],django:8,doc:[4,9,22,23,25,38,41,42],docstr:[3,13,40],document:[0,1],domain:27,don:[6,9,29],done:[2,3,4,29],down:[9,11,15,29,30],download:13,downsid:20,dramat:[2,39],drift:9,drop:[3,8,15,17,27,29,33,34],dropbox:6,due:[2,7,13,14,15,26,27,28,29,40,41],dump:[13,29],duplic:29,durat:[2,15,29,35,42],duration:35,dure:[13,15],dygraph:[24,41,42],dynam:[3,29,42],each:[0,1,2,3,5,7,10,11,13,14,15,17,18,19,27,29,30,31,32,34,36,39],earli:15,earthgecko:[4,13,15,23],easi:[1,6,9,10,14],easier:[10,20],easili:[3,11,20,41],eat:14,echo:4,ecosystem:14,eddifi:24,edg:[15,29,42],edit:[4,6,13],educat:15,effect:[1,2,3,9,15,28,29],effici:[1,2,29],effort:[10,28,42],either:[1,3,10,29,40,41,42],el6:26,elasticsearch:[10,14,27],eleg:[18,24],element:[18,27,29,41],els:26,email:[0,1],emb:29,embed:29,emploi:17,empti:29,enabl:[0,1,2,3,5],enable_alerts:29,enable_algorithm_run_metrics:29,enable_all_algorithms_run_metrics:29,enable_boundary_debug:29,enable_crucible:[1,29,31],enable_crucible_debug:29,enable_debug:[25,29],enable_full_duration_alerts:[15,29],enable_mirage:[15,29],enable_panorama_debug:29,enable_second_order:29,enadpoint:22,encod:[9,11,20,29,38,41],encount:[3,14],encourag:1,end:[1,2,13,29],end_timestamp:34,endpoint:[22,41],energi:15,engin:42,enilyk:3,enough:[1,8,9,17,29,39,41,42],ensembl:[1,2,31,32,36,39],ensur:[2,5,13,14,15,27,29,31,34,36,40,41],ensure:13,enter:13,entir:[9,27,29,31,32,34,36],environ:[2,13,15],envisag:3,epel:[25,28],epoch:34,equal:[1,10,33],equat:8,err:13,error:[1,4,13,14,23,24],especi:[5,14],essenti:[25,28],etc:[2,5,6,7,9,10,13,14,27,28,29,30,39,40,41],etsi:[2,6,18,22,40,42],etsy:[2,18,22,30,39],europ:29,evalu:[2,27,29,40],evaluat:27,even:[1,2,3,14,15,25,27,29,34],event:[3,5,9,10,15,27,41],eventu:1,ever:[2,29,30],everi:[1,2,3,14,20,29,33,39],evertyh:29,everyon:29,everyth:[27,29,39],evid:[4,22],ewm:26,ewma:26,exact:[1,9],exactli:[27,29],exampl:0,excel:[18,41],except:[9,13,24,29,31,36],exceptions_q:[31,32],exclud:27,excpet:36,exec:13,exist:[0,1,2,3,13,19,20,22,26,34,40],exit:14,exitcode:14,expaverag:26,expect:[9,10,15,17,22,23,29,38],expens:[2,20,29],experi:[1,3,39],experienc:33,experiment:29,experimental:29,expiration_tim:33,expiration_time:[1,3,15,29,31,32,33],expiri:29,explain:14,explanatori:[31,32,33,35,36,37],explicit:13,exponenti:[26,31,32,34,36],expos:41,extend:[1,9,11,15,18,27],extens:[3,5],extent:15,extern:[39,41],extract:27,extrem:10,face:40,facilit:[31,36],fact:[1,2,10,18,27,29,41],factor:2,fail:[13,29,31,36,37],fail_check:29,failed_check_dir:29,failur:29,fair:[7,8,22],fairli:[3,15,18,27,40],fall:[31,32,34,36],fals:[1,3,9,14,15,26,27,29,31,32,34,35,36,37],famili:25,familiar:[13,40],farther:[31,32,34,36],fast:[2,31,36],faster:39,fault:10,favour:26,featur:[3,9,29,40,42],fed:[5,15,18],feed:[10,18,27,30,31,32],feedback:29,feel:41,fetch:29,few:[1,2,13,14,23,24,27,30,39],fewer:39,fgcolor:29,figur:[4,22],file:[1,4],filenam:[29,36],filesystem:5,fill:[9,29,40],filter:[3,27,29,31,32,33,41],find:[1,2,3,4,13,15,27,31,32,34,36,40],find_class:35,fine:29,fingerprint:27,finicki:4,finish:[31,32],finit:11,fire:[1,5,15,29],firehos:20,firewal:13,first:[1,13,15,25,29,35,40],first_hour_averag:[2,29,31,32,34,36],fit:[15,18,27,41],fix:[4,17,22,23,24,29,39,41],flag:[3,19,27],flask:7,flatten:15,flawlessli:2,flexibl:27,flood:15,flow:[1,3,9,39],flush:9,flux:26,fly:[18,22,27],focu:[8,27],focus:29,folder:[6,29],follow:[0,2,4,5,13,14,18,26,28,29,31,40,41],fontbold:29,footprint:3,forc:[4,26],forewarn:5,forget:6,fork:2,form:9,format:[4,9,11,22,27,29,40],forth:13,fortun:30,forward:[6,9,41],forwarded_port:6,found:[4,15,18,41],fpm:26,fqdn:29,frame:18,framework:[8,10,40],free:41,freetyp:28,frequent:[2,27,33],friend:12,friendli:[29,40],from:[1,2,3,4,5,6,9,10,11,13,14,15,17,18,20,22,23,24,27,28,29,31,32,34,35,36,37,38,40,41,42],from_timestamp:[29,41],frontend:[8,10,13,18,19,41],ftp:28,fulfil:13,full:[4,5,8,13,15,22,29,31,32,34,37,40,42],full_dur:[34,42],full_duration:1,full_duration_in_hour:42,full_duration_second:42,full_namespace:29,fuller:[31,32,34,36],fulli:14,fullqueuedrop:17,fullsiz:[15,18],fundament:18,funni:15,further:[2,3,4,17,22],futur:[4,5,10,22,26,27],gaug:29,gcc:[25,28],gdbm:28,gen_unpickl:35,gener:[3,4,5,10,15,25,29,35,41,42],get:[0,1,4],get_function_nam:[31,32,36],get_graphite_metr:29,get_list:38,gethostnam:29,gif:27,git:[6,13,28],github:[0,2,3,4,6,13,18,19,20,23,27,29,30,40,41,42],give:13,given:[1,13,27],global:[2,29],gmt:29,goal:22,goe:[1,9,14],good:[4,8,15,18],got:[10,39],grace:29,gracefulli:29,grade:9,gradient:27,graph:0,graph_url:29,graphit:[1,2,5,6,9,13,15],graphite_connect_timeout:29,graphite_from:36,graphite_graph_line_color:29,graphite_graph_settings:29,graphite_host:[13,29,31,32],graphite_metr:41,graphite_port:[13,29],graphite_previous_hour:29,graphite_protocol:[13,29],graphite_read_timeout:29,graphite_source:29,graphite_until:36,great:[10,15,18,30],greater:[1,2,10,15,17,29,31,32,33,34,36],greater_than:[3,29,33],grep:13,groke:14,grow:8,grown:8,grubb:[2,29,31,32,34,36],guest:6,gunicorn:[8,13,16,22,29],gzip:5,habit:13,hack:[4,22,24,41],had:[14,23,30,39,40,42],halt:36,hand:1,handi:[4,30],handl:[1,2,5,14,15],handler:14,hang:[17,29,39,42],happen:[29,41],hard:[2,18],hardcod:42,hardcord:29,harder:13,haul:30,have:[0,1,2,3,4,5,6,9,10,11,13,14,15,17,19,22,25,26,27,28,29,30],header:27,heavi:2,height:[3,29],help:[10,20,26,27,29,39],here:[9,26,28,29,31,33,34,36,39,40,41],high:[2,3,8,10,18,29,30,33,34],higher:29,highest:9,highli:[15,41],highlight:13,hipchat:[0,3,26,29,31,32],hipchat_auth_token:29,hipchat_enabled:[13,29],hipchat_opts:[13,29],hire:15,hiredi:26,histogram:[31,32,34,36],histogram_bin:[2,29,31,32,34,36],histor:[13,18,19,41],histori:5,histroic:18,hoc:[5,10,18,22],hold:[29,37,41],holidai:15,hoop:26,hopefulli:[10,15,18,30,41],horizon:[1,3,9],horizon_ip:29,horizont:41,host:[6,9,14,17,29,32,37,38,39,40,42],hostnam:[2,26,29,40,41],hour:[9,15,29,31,32,34,36],how:[3,9,13,15,18],howev:[1,2,3,4,7,9,10,13,14,15,18,22,24,26,29,30,39,40,41],htm:27,html:[4,22],htpasswd:[13,41],http:[2,4,6,13,15,20,22,23,24,27,28,29],httpd:[13,41],human:1,hundr:18,hung:[14,17],iat:26,iblpbj9h2zxhntl6itxikntneygw__v5uopvfpolscrwj5ymczxi4qqtms8g8enkzbpl7xes3jv:4,idea:[10,27],ideal:[10,26,41],idempot:13,ident:[2,29,39],identifi:[27,29],ifram:41,iget:26,ignor:[26,29,40],ignore_na:26,ilk:10,iloc:26,imag:[1,5,15,18,23,27,29],image:27,immedi:[2,9],impact:[2,3,14,40],implement:[2,3,7,13,14,17,18,24,26,27,40,41],important_metr:29,importantli:[3,5,10,28],importantly:29,impress:27,improv:[2,18],in_skip_list:35,includ:[1,23,24,25,29],include:[1,22],incom:[9,11,29],incompat:[22,40],incomplet:1,incomplete:29,incorrectli:23,increas:[2,15,27,29,31,32,34,36,39],incur:2,inde:27,indeed:1,independ:[3,17],index:[12,22,29,37,38],indic:[31,32,34,36,41],individu:[3,5,13],infeas:1,infil:35,info:[2,3,6,26,29,38],inform:[3,27,29,31],infrastructur:[22,39],infrequ:29,ingest:27,inipars:26,init:[6,40],initi:[10,35,40],initial:[34,35],inject:27,inline:4,inplement:27,input:[5,18,20,33,34,36],insert:[3,4,11,37,39],insight:13,inspir:15,instal:[6,10,13,19,23,25,26,28,29,40,41],install:13,instanc:[9,26,29,41],instead:[2,15,31,32,34,36],instruct:40,integ:3,integr:[5,12],intend:3,intens:[1,3,15,29],interact:30,interest:[2,28],interestingli:2,interfac:10,internet:[27,39],interpol:29,interv:[14,17,31,32,36],intial:[31,32,33,34,35,36,37],introduc:[3,5,26,29,42],introduct:1,intuitiv:15,invok:31,involv:40,iotop:26,iptabl:13,is_anomalously_anomal:[31,32,36],isn:15,isol:[26,28],issu:[9,13,17],item:29,iter:[1,2,3,7,34],itself:[10,13,17,27,31,39],javascript:[29,38,41],jinja2:26,job:[18,20],jpeg:27,json:[1,5,10,15,29,31,32,38,41],jsonp:38,jump:26,jun:2,just:[1,3,9],keep:[8,14,29,39,41],kei:[1,3,10,11,15,20,29,31,32,35,36,38,40,41],kepler:27,kera:10,keyword:27,kill:6,know:[4,10,15,20],knowledg:13,known:[10,13,15],kolmogorov:[31,32,34,36],ks_test:[2,29,31,32,34,36],kwarg:38,l242:2,lack:14,lag:[15,29],land:[33,34,36],languag:18,languitar:[22,42],larg:[1,2,3,5,15,18,20,27,29,39,40],larger:[1,31,32,34,36],largest:40,last:[2,3,14,22,26,27,31,32,33,34,36,40,42],last_alert:41,latenc:29,later:[2,13,19,26],latest:[18,29,31,32,34,35,36,41],layout:[4,22],learn:10,least:[2,13,30,31,32,34,36],least_squar:[2,29,31,32,34,36],leav:[1,2,29],led:14,legaci:26,leisur:40,lend:13,length:29,less:[1,2,3,9,10,15,27,29,31,32,33,34,36,39,40,41],less_than:[3,29,33],let:[4,11,15,22],level:[8,13],lib64bz2:28,lib:[4,41],libfreetype6:28,libgdbm:28,libncurses5:28,libncursesw5:28,libpng:28,librari:18,libreadline6:[25,28],libsqlite3:28,libssl:28,libxft:28,lift:[2,40],lightcurv:27,lighttpd:41,like:[1,2,3,4,8,10,14,15,17,29,30,39,40,41],limit:[1,3],limit_remote_addr:38,line:[1,2,4,9,12,13,22,29,40,41],link:13,linod:13,linux:26,list:[1,2,3,6,26,29,31,32,38],listen:6,listen_pickl:35,listen_udp:35,littl:[1,2,15,18,27,40],llc:27,load:[3,5,15,30,35,39],load_avg:2,load_metric_var:[29,36],loadavg:2,local:[5,6,9,22,30],localhost:13,locat:[1,29,40],lock:[2,17,26,39],lockfil:26,log:[9,12,13],log_error:41,log_local4:29,log_messag:41,log_path:[14,29],log_request:41,log_warning:29,logger:[2,31,32,35,36,41],logic:[2,5,18],logrot:14,logstash:14,london:29,longer:[2,8,13,15,18,26,29,42],look:9,loop:9,los_angel:29,lose:[2,15],lot:[2,3,10,13,14,26,29,39,40],lots:29,low:[2,3,15,27,29,30],lower:[3,23,29,33,34,39],luk1:14,machin:[2,5,9,10,13,14,18],made:[2,27,39,40],mai:[1,2,3,8,9,14,15,20,22,26,28,29,30,40,41],main:[2,3,6,18,25],mainstream:26,maintain:18,major:[1,42],make:[1,4,13,14,15,18,20,22,26,28,29,39,40],make_altinstal:41,man:[33,34,36],manag:[2,5],mani:[1,3,9,14,20,27,29],manner:[2,5,13,29],manual:[13,40],margin:27,mariadb:[18,26],marian:[18,41],markupsaf:26,master:[2,40,42],match:[1,2,3,13,15,26,29,31,32,33,34,38,41],matplotlib:[1,5,10,23,26],matrix:2,matur:14,max_analyzer_process_runtime:[29,42],max_queue_size:[9,29,35],max_resolution:29,max_tolerable_boredom:[1,29],maximum:[2,29],may:13,mayb:[3,15,24,29,34,39],md5:13,mean:[1,3,6,15,17,18,23,26,28,29,31,32,34,36,39,41],mean_subtraction_cumul:[2,29,31,32,34,36],meant:[5,9],measur:[31,32,34,36,41],mechan:[17,36],median:[31,32,34,36,39],median_absolute_devi:[2,29,31,32,34,36],median_tim:29,mel3bw7w_uhmhqtopvnedst4itohepmyyg79iwexaqwezfdihdiwtszne3hahtjhifv4hbnsmlxmisiicjhqneaem0p9xw0rxcomak_h8:4,memori:[1,2,11,15,18,29,39],mention:[27,30,40],menu:22,merg:[2,22,42],meric:[31,32],messag:29,messagepack:1,meta:[31,32,36],metadata:[5,19,22,26],method:[3,5,9,27,29,31,32,36,41],methodolog:[1,3],metric1:[3,29],metric2:[3,29],metric3:29,metric4:29,metric5:29,metric:[0,1],metric_alert:33,metric_check_fil:[34,37],metric_expiration_tim:33,metric_min_averag:33,metric_min_average_second:33,metric_nam:[31,32,33,35,36],metric_namespac:29,metric_timestamp:29,metric_trigg:33,metric_valu:36,metric_vars_fil:29,metricsgraph:24,mget:20,microframework:8,midnight:14,million:[27,39],min_average:[3,29,33],min_average_seconds:[3,29],min_period:26,min_tolerable_length:[1,29],mind:[1,14,29],mini_duration:[20,29],mini_namespace:29,minim:[2,3,5,18,25],minimum:29,minor:[23,25],minu:[31,32,34,36],minut:[1,3,13,15,27,29,31,32,33,34,36,39],mirage_alert:[16,29],mirage_algorithm:[16,29],mirage_algorithms:[15,29,36],mirage_check_path:[15,29],mirage_consensus:29,mirage_crucible_enabled:[5,29],mirage_data_folder:[15,29],mirage_enable_alerts:[15,29],mirage_enable_second_order:29,mirage_stale_seconds:[15,29],mirageag:36,mirror:5,miscellan:5,misconfigur:41,miss:15,mitig:[2,29,39,41],mix:41,mkdir:[6,13,15,28],mkdir_p:[29,33,36],mock:26,mod_wsgi:41,mode:[2,14,18,29],model:[1,2,3,15,18,27,31,32,34,36],modif:[4,22],modifi:[1,2,3,13],modul:[2,5,7],modular:18,moment:[24,26,27,29],momentj:29,monit:[17,39,40],monitor:[3,12,14],month:27,more:[1,2,3,4,5,8,9,10,11,15,18,22,27,28,29],morn:15,most:[1,2,3,13,15,29,33,34,39,40],mostli:[29,42],move:[26,29,31,32,34,36,40],msg:41,msgpack:26,msgpack_python:6,much:[1,14,15,22,27,30,39,40,41,42],multi:[15,27],multipl:[3,14,15,27,29,31,32,37],multiprocess:1,must:[1,2,13,15,18,28,29,34,41],mute:2,mutliprocess:29,mysql:[2,13,18],mysql_id:41,mysql_insert:37,mysql_select:[29,37],n2n7fwomvnvkjr_lh8mazictwx7e3v5zv8mvhz8efv0g00:4,nagio:18,name:[1,4,5,9,29,31,32,33,34,35,36,38,40,41],namespac:[0,1,2,3,10,15],nativ:41,natur:[7,13,27,29,30,41],ncurs:[25,28],neater:41,necessari:[13,14,28,40],necessarili:[5,8,15,27,29],need:[1,2,4,6,7,9,10,13,18,22,26,29,31,32,34,36,38,39,40,41],neeed:29,neg:3,negat:[16,29],negate_analyzer_alert:36,negate_analyzer_alerts:29,negate_hipchat:36,negate_syslog:36,neither:9,neocortex:[1,27],nest:29,network:[6,39],never:[2,15,29,30],next:[6,31,32,34,36],nginx:41,nice:[3,27],nicolasmil:27,node:[13,17,29],nois:[3,10,15,18,27,29,31,32,34,36],noisi:[3,10,15,18,27,29,33,34],nometr:[3,29],non:[0,14,15,31,32,34,36],none:[1,17,29,37,38],normal:[4,9,10],normalis:15,nose:26,note:[0,1,3,6],noth:29,notic:29,now:[1,2,3,4,6,8,10,13,15,18,20,22,24,25,27,28,29,38,39,40,41,42],number:1,number_of_anomalies_to_store_in_panorama:29,numenta:27,numer:41,numpi:[6,18,26,27],numstat:29,nupic:10,object:[29,35,36],oblig:1,obviou:[9,10,27],obvious:13,occassion:29,occur:29,oculu:[20,27,29,35,39],oculus:39,oculus_host:29,off:[1,3,10,11,15,29,33,34,39],offic:15,office:15,offload:[2,5,41],often:[1,5,29,41],okai:39,old:[6,11],older:[9,26,29,35,42],onc:[0,13,20,31,36],once:[3,6,9,10,11,13,18,28],one:[20,30],ongo:[7,10],onli:[1,2,3,6,9,10,11,14,15,18,19,27,28,29,33,39,41],onlin:10,only:[3,26,29,42],onto:[11,29,39],open:[4,18,41,42],openssl:28,oper:[5,13,14,18,27,29,30],oppos:20,opt:[0,2,3,4,13,19,28,29,40],optim:[2,18],optimis:14,optimiz:1,optimum:[1,29,39,40],option:[9,13,15,26,29,30,41],optional:[13,28],opts:0,orang:41,orchestr:41,order:[2,9],ordereddict:26,org:[4,6,28,41],origin:[1,2,4,10,18],oscil:29,other:[1,3,5,6,8,10,13,15,18,19,27,29,30,31,32,34,36,40,41,42],otherapp:29,otherwis:29,our:[2,15,27],out:[5,10,11,13,15,29,31,32,34,36,39,40],output:[4,22,29],output_object:29,outsid:[31,32,34,36],outstandingli:18,over:[4,9,10,15,17,27,29,30,31,32,34,35,36,39],overal:[1,2,27,29,30],overcom:18,overhead:[1,2,27,28],overkil:41,overrid:41,overridden:29,overview:[10,12],overwrit:[24,29,42],overwritten:14,own:[3,5,10,13,14,15,26,27,29,30,39,41],pack:[9,20,29,41],packag:[4,6,12,13,16,18,22,26,28],packet:29,page:[2,12,13,38],pagerduti:[0,3,29,31,32],pagerduty_enabled:[13,29],pagerduty_opts:[13,29],pain:14,paint:29,panacea:10,panaroma:[29,38],panda:[13,18,23],pandas_version:[26,29],panorama:[2,5],panorama_anomali:38,panorama_check_path:29,panorama_database:29,panorama_dbhost:29,panorama_dbport:29,panorama_dbuser:[19,29],panorama_dbuserpass:[19,29],panorama_enabled:[3,13,29],panorama_expiry_time:[19,29],panorama_processes:29,panorama_request:38,panoramaag:37,par:10,parallel:15,paramet:1,parent:[1,3,29,31,32,34,42],parent_pid:[31,32,33,34,35,36,37],pars:[14,38],parser:26,part:[2,18,20,40],parti:29,particular:[1,27],partli:10,pass:[5,9,29,31,32,34,38,41],passiv:[3,18],password:[13,19,29,38,41],past:[1,29,30,31,32,36],patch:23,path:[0,4,13,15,19,22,23,28,29,33,34,36,37,40],path_to_your_skyline_repo_directory:4,patsi:[6,26],pattern:[2,3,5,9,10,15,23,25,27,40,41],paus:[14,29],pdf:15,peak:[15,27,39],peaki:[3,27],pep20:42,per:[1,3,15,23,24,25,27,29,31,33,36,39,41],percent:2,perfect:[3,10],perhap:[4,10,26,27],period:[1,10,15,27,29,41],permiss:13,perspect:14,phone:15,pick:[1,29],pickle_port:29,pickle_safe:35,pickle_str:35,pictur:[15,18],pid:29,pid_path:29,pink:29,pinpoint:14,pip2:13,pip:[6,10,13,23,25],pipe:29,pipelin:[10,14,18,30],pkg_resourc:28,pkill:6,place:6,plain:40,plantuml:4,pleas:[4,6,29,40,41],plethora:2,plot:[1,5,10,15,23,29,42],plot_redis_data:[1,23,29],png:[4,5,10,15,25],pnorama:40,pocoo:41,point:[1,2,3,8,9,10,13,14,15,18,20,26,27,28,29,31,32,33,34,36,40],pool:15,pop:11,popul:[9,31,32,35,40],port:[4,6,8,9,11,13,18,29,35,38,41],portion:3,posit:3,possibl:[1,2,3,13,26,27,28,29,39,41],post:2,potenti:14,power:2,practic:13,pre:[2,29],predict:9,prefix:[28,29],present:[1,41],pressur:39,presum:9,pretti:8,prettier:41,prevent:[9,29,42],previou:6,primari:9,primer:9,print:[29,37],probabl:[1,2,3,8],problem:[10,17],procedur:29,process:[1,2,3,6,7,10,11,13,14,15,17,18,19,29,31,32,33,34,35,36,37,39,40],prod:14,produc:[22,31,32,34,36],product:[9,14,29,39],profil:[2,27],project:[0,4,6,10,13,18,28,31,32,34,36],proper:[1,25,41],properli:[13,41],propos:20,protocol:[9,29],prove:[1,18],proven:3,provid:[2,3,5,10,13,22,27,29,41],provis:13,proxi:[13,41,42],pseudo:29,publish:[15,18,41],pubsub:41,pull:[1,3,13,23,24],pure:27,purg:[11,35],purpl:29,purpos:[2,14,17,42],put:[11,39],py2712:[0,13,28],pyc:4,pyculiar:27,pycurl:26,pygerduti:[26,29],pygpgm:26,pypa:26,pypars:26,pypi:[25,27],python2:[4,13,28],python:[0,1,2],python_major_version:[13,28],python_vers:34,python_version:28,python_virtualenv:[0,4,13,28],python_virtualenv_dir:[0,13,28],pytz:26,quantiti:18,queri:[1,3,5,15,18,20,29,37,38,41],question:27,queu:5,queue:[5,9,11,29,31,32,35,39],quick:[9,27],quicker:2,quickest:40,quit:[2,3,4,13,14,27,30,40,42],radar:27,ram:[1,2,13,39],ran:2,rang:[1,3,15,18,23,29],rather:[3,8,31,36,40,41],rational:5,raw_timeseri:[31,32],rcarbon:17,reach:[15,18],read:[1,11,29,35],read_al:35,readlin:[25,28],readline5:28,real:[2,9,13],realist:[9,10,15],realiti:[9,14,42],realli:[4,10,13,15,17,22,27,29,30,39,41,42],realm:[3,27],realtim:[27,29],reason:[1,2,8,14,29,41],rebrow:[18,22,38],rebrow_kei:38,rebrow_server_db:38,receiv:[1,13],recent:[3,9],recipi:[29,31,32],recogn:29,recommend:[13,14,28,29,40,41],record:[2,19,29,41],record_algorithm_error:[31,36],red:[1,41],redhat:25,redi:[1,3,5],redis_socket_path:[13,29],reduc:[2,15,27,29,31,32,34,36,39],redund:9,refer:23,referenc:[22,40],regard:[13,41],regardless:[28,40,41],reinstal:26,rel:14,relai:[9,17,29],relat:[1,2,4,5,9,13,22,23,24,28,29,39,40,41,42],relay_method:9,releas:12,relev:[27,29,39,41],reli:1,reliabl:[12,29],remain:[2,29],remark:27,rememb:[13,19],remov:[18,27],render:[4,24,29,41,42],repeat:13,repetit:7,replac:[6,22,40,41],repo:[19,22,25],report:[9,14,29,31,36,41],repositori:6,represent:[1,27],request:[1,6,26],requir:[2,4,5],requires_auth:38,resolut:[9,15,18,29,36,39],resoluton:29,resolv:17,resourc:[4,5,10,18,22,31,39],respect:[1,2,11,31,32,34,35,36],respons:[1,11,15,19,35,38],restart:[11,13,14,15,17],restrict:[13,22,26,29],restructur:[4,18,22,42],result:1,retent:[5,15,29],retriev:[15,41],retrospect:5,revers:[13,41,42],revert:29,review:[10,40],reward:27,riemann:10,right:[6,14],roadmap:[10,12],robust:1,role:[5,10,23],roll:29,roof:2,room:[0,29,31,32],roomba_grace_time:29,roomba_processes:29,roomba_timeout:[29,42],rotat:14,rout:[15,27],row:27,rpm:[15,26,27,29],rsyslog:[14,29],rubi:27,ruk2:14,rule:[9,13],run:[1,2],run_algorithm:34,run_optimized_workflow:1,run_selected_algorithm:[31,32,33,36],run_tim:[29,40],run_timestamp:[34,36],runawai:14,rundown:22,runtim:2,safe:[22,38],safeunpickl:35,sai:[2,3,14,22],said:[2,10,13,17,40,42],sake:40,same:[1,2,17,18,27,29,41],sampl:[3,14,19,29,31,32,34,36],sanctuari:15,sandi:[1,39],sane:39,saturdai:15,save:29,scapel:3,scenario:14,schema:[19,20,29],scheme:20,scientif:[18,27],scikit:[6,10,27],scipi:[6,18,26,27],scope:42,score:[27,31,32,34,36],script:[11,14,17,19],search:[12,19,41],season:[1,10,15,27],seasonal_pub1:15,seasonal_pub_freddi:15,second:[1,2,3,9,15,17,19,20,29,31,32,34,36,39],second_order_resolution_hours:[15,29],second_order_resolution_second:36,section:[13,28,40,41],secur:[13,22],sed:4,see:[1,2,3,9,10,11,13,14,15,18,19,20,22,23,28,29,39,40,41,42],seed:13,seed_data:13,seem:[3,4,9,10,15,22,30,41],seen:[2,15],select:[15,24,29,31,32,33,36,37,38,41],self:[18,29,31,32,33,35,36,37],send:[1,2,3,9,10,15,26,29,31,32,38],send_graphite_metr:[29,32],sender:29,sensit:[15,29,31,32,34,36],sent:[0,1,15,29,30],sep:6,separ:[3,29,30,42],seq:33,seri:[23,26,29,31,32,34,36],serv:[13,22,38,41,42],server:[1,2,3,4,6,11,13,19,29,38,39,40,41],server_metrics_name:[13,29],servic:[1,9,11,13,15,19,20,22,27,29,41],set:[0,1],setup:[2,3,10,13,25,28,40,42],sever:29,shall:42,shard:[29,40],share:[11,29,39],shelf:10,shewhart:1,shift:41,ship:29,should:[0,1,2,3,4,9,13,14,17,22,26,27,29,35,36,39,40,41,42],show:[2,23,38],shuffl:5,side:[8,38,41],sigma:[1,31,32,34,36],signal:[15,29],signific:[3,5],similar:[1,3,5,10,27,29,39],simpl:[1,2,4,5,10,17,18,26,29,31,32,34,36,41,42],simplejson:26,simpler:8,simplest:5,simpli:[1,2,9,10,14],simplifi:4,sinc:[6,22,29,39,42],sing:10,singl:[1,2,3,29,41,42],site:4,situ:40,six:26,size:[1,9,18,29,31,32,34,36,39],skew:[2,29,41],skip:[3,29],skip_list:[29,35,39],skip_mini:35,sky:12,skylin:[0,1,2,3,4,5],skyline2711:4,skyline_app:[14,29,32,34],skyline_dir:40,skyline_funct:[16,24],skyline_htpasswd:13,skyline_test:[0,29,40],skyline_tmp_dir:[2,29],skyline_vers:16,slack:29,slack_enabled:29,slash:29,sleep:2,slept:2,slightli:7,slope:27,small:[2,4,9,22,29,40],smaller:[2,12,29,31,32,34,36],smirnov:[31,32,34,36],smtp_opts:[13,29],snakeviz:2,snapshot:5,snippet:9,snychronis:9,sock:[13,29,35],socket:[11,13,29],sole:2,solid:18,solv:17,some:[2,3,6,7,9,10,13,14,15,17,18,22,23,25,26,27,28,29,30,39,40,41,42],someapp:29,someon:[25,41],someth:[1,4,14,17,18,22,39,40,41,42],sometim:29,somewhat:[2,3,5,15,18,42],soon:[9,10],sorri:9,sort:[1,13],sourc:[0,3,5,6,9,13,15,18,28,29,31,32,33,34,35,36,37,38],space:[5,10,14],spars:27,spawn:[1,2,3,29,31,32,36,37,42],spec:2,special:[2,20],specif:[1,2,3,5,10,13,15,18,27,28,29,38,41],specifi:[3,24,29,31,32,42],spectra:27,speed:[29,39],spent:8,spew:[31,36],sphinx:4,spike:2,spikei:15,spin_process:[1,31,32,33,34,36,37],spit:39,sql:19,sqlite:28,squar:[31,32,34,36],squeez:6,src:[2,6,40],ssd:[1,2,13,39],ssl:26,stabl:[6,29],stack:10,stackoverflow:24,stage:13,stale:[1,29],stale_period:[1,29],stall:29,stand:2,standard:[3,27,31,32,34,36,40,41],standardis:5,stanwai:[5,15],start:[1,3,6,9],stat:[2,5,9,26,27,29],state:[13,18,22,26,29,41],stationar:[31,32,34,36],stationari:[31,32,34,36],statist:1,stats_count:[15,27,29],statsd:[18,29],statsd_host:30,statsmodel:[6,26],statu:29,stddev:26,stddev_from_averag:[2,29,31,32,34,36],stddev_from_moving_averag:[2,29,31,32,34,36],stdout:14,steinbach:[18,41],step:2,stick:8,still:[2,3,9,15,18,26,33,34,39,40,41],stmp:29,stop:[11,18,29,31,36,40],storag:[5,20,27,29],store:[1,5,10,18],str:[29,31,36,37,38],straight:[10,13],strategi:[1,29,31,32],stream:[9,14,18,27,35],strictli:42,string:[9,20,29,31,35,36,37,38],structur:[5,18,22,28],struggl:6,stuff:8,subdomain:29,submit:[14,22,29],submodul:16,subpackag:16,subprocess:29,substanti:[2,5,40],substitut:28,substr:[31,32],subtract:[31,32,34,36],sudo:6,suffer:20,suffic:[9,24],suffici:[3,15,17,39],suggest:[2,4,22,25],suit:[3,5,15,28,29,33,34],sum:[18,29,39],summer:15,sundai:15,supervisord:40,support:[9,20,26,27,29],sure:[1,28,29],surfac:[1,3,15,29,41],surface_graphite_metric_data:36,surpress:29,surprisingli:2,svg:4,sword:3,synchronis:9,syslog_enabled:29,syslog_opts:29,system:[9,10,13,15,18,26,27,28,29],tail:[13,40],tail_avg:[31,32,34,36],take:[10,13,15,29,39,40,41],tame:18,tar:[25,28],target:29,target_hours:29,tbd:5,technic:13,techniqu:27,technolog:18,tell:9,tempor:15,ten:34,tensorflow:10,term:[2,3,4,5,9,14,15,18,22,26,27,29,30,31,32,34,36,40,41],termin:[29,42],test1:[29,37],test2:[29,37],testament:18,tgz:28,than:[1,2,3,5,8,9,10,13,15,17,18,27,29,31,32,33,34,35,36,40,41,42],thank:[2,4],the_user_password:29,theano:10,thei:[1,2,3,10,11,15,18,20,29,30,34,39,40,41,42],them:[0,1,9,10,11,13,18,29,31,32,34,39,40],themselv:[27,31,36],theori:22,therefor:[2,8,13,14,22,39,41],thi:[1,2,3,4,5,6,8,9,10,13,14,15,17,18,20],thicker:41,thing:[3,7,8,9,10,13,14,18,23,25,26,27,29,30,36,38],think:[9,10,15],thinner:41,this_host:37,those:[2,15,27,29],thousand:18,thread:[14,29,31,32,33,34,35,36,37,39],three:[31,32,34,36],threshold:[2,3,15,18],through:[1,2,3,5,6,9,10,11,14,26,29,30,39,40,41],ticker:41,ticket:15,time:1,timedrotatingfilehandl:14,timefram:27,timelin:[17,39],timeout:[13,29,31,32],times_run:[2,29],timeseri:[1,2,3,5,10,14],timeseries_fil:34,timeseries_nam:34,timestamp:[9,20,29,34,41],timestep:35,timezon:[24,29,41],tin:3,tm6pueauqm8ha6khnqqsvd12pqahlgrxad3yslxrwthego_fn7zyhrbcm7jk4ktmsd8nbqyqu5gtrqnyuxhm68y44n3wa:4,tmp:[2,13,29,31,36],todai:5,todo:[31,32,36],ton:[31,36],too:[1,2,3,5,9,10,15,17,18,27,29,39,40,42],tool:[1,2,15],tooshort:[1,29],tornado:26,total:[1,2,27,29,41],total_metr:[40,41],total_tim:[2,29],tps:[1,39],traceback:[31,36],traceback_format_exc:[31,36],traceback_format_exc_str:[31,36],tradit:22,traffic:39,trail:[15,29],train:[1,27],transmit:29,transpar:22,transport:[9,27,30],tree:[5,42],trend:[31,32,34,36],tri:26,trigger:[0,1],trigger_alert:[31,32,33,36],trigger_negat:36,trigger_value:[3,29],trim:[11,29,35],trivial:[10,14],troubl:29,trough:[15,27],truli:27,trust:41,truth:18,tupl:[0,1,3,10,14,15,19,29,31,32,37,40],turn:[29,41,42],tutori:6,tweak:[31,32,34,36],twice:29,two:[2,3,9,11,20,29,31,32],type:[3,4,11,13,15,24,27,29,31,35,36,37,38],ubuntu:25,udp_port:29,ugli:3,ultim:1,uml:[4,23,25],unab:42,unauthor:41,under:[27,39,42],understand:[10,14,15,30],undertaken:[2,4,22],undoubtedli:[2,14],unexpectedli:29,unfortun:27,uninterest:30,unintuit:14,uniqu:[1,3,20,31,32],unique_metr:[3,31,32],unique_nohash:33,unittest2:26,unix:[29,41],unixsocket:13,unixsocketperm:13,unknown:29,unless:[10,13,15,26,29],unlimited:29,unneed:41,unoptim:[2,29],unpack:[31,32],untick:27,until:29,until_timestamp:[29,41],updat:[1,2,5,6,13,20,23,24,25,27,42],update:[6,23],upfront:[10,27],upgrad:[2,13,26,40],upgrade:[12,13],upon:1,upper:[23,29,39],upqex2a6u4eyzcqwstdgpxdlkrywx1bajegrx0ufdtsrugibttvvxslxo53hmxsw:4,url:[6,29,38],urlgrabb:26,urlsafe_base64_encod:38,usag:[2,29,37],use:[13,28],use_flow_control:9,use_python:13,used:[27,29],user:[10,13,14,15,19,29,30,40,41,42],usernam:[29,38,41],usual:13,utc:29,util:[0,9,13,31,32,33,34,36],vacuum:35,valid:[2,22,29,38,41],valu:1,values:37,variabl:[2,3,10,13,15,24,26,29,42],variat:39,variou:[15,18,27,31,41],varnish:27,vcore:[1,39],vcpu:[2,13],veri:[1,2,3,9,13,14,15,17,18,20,29,30,40,41,42],verif:41,verifi:[26,39],verify_alert:0,version:[2,6,9,13,18,23,24,25,26],very:[3,29],via:[9,10,13,14,15,18,22,26,27,29,31,32,41,42],viabl:27,view:[1,10,13,14],vim:6,vip:15,virtaulenv:26,virtualenv:[0,12,13,26],visual:[1,8,27,41],visualis:[29,41],vitualenv:26,vmprof:2,volum:2,vote:1,wai:[1,2,9,13,14,18,20,28,40,41,42],wait:[13,29,31,32],want:[0,1],warn:[2,28],wasn:18,watch:15,web:[6,8],webapp:[1,7],webapp_allowed_ips:[13,29,38,41,42],webapp_auth_enabled:29,webapp_auth_user:[13,29,41,42],webapp_auth_user_password:[13,29,41,42],webapp_fixed_timezone:[29,41],webapp_ip:[6,13,29,41],webapp_ip_restricted:29,webapp_javascript_debug:29,webapp_port:[13,29,41],webapp_server:29,webapp_user_timezone:[29,41],week:15,weekdai:15,weekend:15,weekli:15,weigh:2,welcom:1,well:[1,3,6,13,15,18,27,29],went:[2,15],were:[1,2,8,9,22,25,27],werkzeug:[26,41],wget:[25,28],whatev:29,wheezy64:6,when:[1,2,5,9,10,13,14,15,20,27,29,31,32,33,34,35,36,37,40],where:[2,3,9,15,27,29,39,40,41,42],wherea:3,wherev:[13,18,28],whether:[2,3,13,14,22,24,29,31,32,33,34,36,40],which:[1,2,3,4,5,6,9,10,13,14,15,17,18,22,23,28,29,30,31,32,34,36,37,40,41,42],whichev:40,whisper:[5,40],whole:[3,10,29],whose:41,width:29,wildcard:29,win:[2,27,40],window:[15,41],winter:15,wise:[20,29],wish:[1,14,29],within:[3,15,17,26,27,29,41,42],without:[2,3,4,5,6,10,18,31,36],wonder:30,word:[2,28],work:0,worker_processes:[29,35,39],workload:[2,15],works:3,worth:[9,15,28,39],worthi:42,would:[1,2,3,10,11,14,15,26,27,29,30,40,41],wow:10,wrap:25,write:[8,14,29,31,39],write_data_to_fil:29,write_to_fil:29,written:[4,17,29,31,36],wrong:14,wsgi:41,wsgirequesthandl:41,www:28,x86_64:26,xvluqwubxlarynq3nmhwrmb7l8stq07indqhvno3k5sprhvkoqlkoi750z8aiyo0pxsqsv:4,year:[2,27],yet:2,you:[0,1,2,3,6,9],your:[0,1,2,3],your_:13,your_configuration:6,your_domain:29,your_graphite_host:29,your_hostname:29,your_pagerduty_auth_token:29,your_pagerduty_service_api_kei:29,your_server_ip_address:13,your_skyline_dir:40,your_skyline_host:9,your_skyline_ip:13,yum:[26,28],zip:13,zlfbjwcn3bpdawozmmtklqlo0iigw0eky4ewwrahuqosnlo5yu:4,zlib1g:[25,28],zlib:[25,28],zone:24,zxvf:28},titles:["Alert testing","Analyzer","Analyzer Optimizations","Boundary","Building documentation","Crucible","Debian and Vagrant Installation Tips","Development","Development - Webapp","Getting data into Skyline","Getting started","Horizon","<span class=\"skyblue\">Sky</span><span class=\"red\">line</span> documentation","Installation","Logging","Mirage","skyline","Monitoring Skyline","Overview","Panorama","Redis integration","Release Notes","1.0.0 - the crucible branch","1.0.1 - the crucible branch","1.0.2 - the crucible branch","1.0.3 - the crucible branch","Requirements","Roadmap","Running Skyline in a Python virtualenv","skyline package","Skyline and friends","skyline.analyzer package","skyline.analyzer_dev package","skyline.boundary package","skyline.crucible package","skyline.horizon package","skyline.mirage package","skyline.panorama package","skyline.webapp package","Tuning tips","Upgrading","Webapp","What&#8217;s new"],titleterms:{"default":41,"function":41,"new":[18,42],access:41,add:10,adding:9,agent:[31,32,33,34,35,36,37],alert:[0,1,31,32],alerts:10,algorithm:[1,2,3,31],algorithm_breakdown:[22,42],algorithm_except:29,algorithms_dev:32,analyz:[1,2,10,15,22,31,40,42],analyzer_dev:32,anomali:10,anomaly_breakdown:[2,42],apach:41,app:[10,14,18],applic:41,approxim:[2,41],architectur:18,audienc:13,auth:41,autom:13,backend:38,basic:41,benchmark:2,beta:42,between:15,boundari:[3,10,33,42],boundary_alert:33,boundary_algorithm:33,box:6,branch:[22,23,24,25,42],brief:18,buckyserv:30,build:4,can:15,cannot:15,chang:[26,40,42],check:5,clone:40,close:30,closest:41,com:15,conceptu:42,configur:[3,6,13],consider:2,constel:27,content:[29,31,32,33,34,35,36,37,38],count:2,creat:[19,28],crucibl:[5,10,22,23,24,25,34,42],crucible_algorithm:34,data:[9,27],databas:19,debian:6,depend:[6,28],deploi:41,deploy:39,detect:10,detect_drop_off_cliff:3,develop:[7,8],differ:15,directori:40,document:[4,12,22,42],doe:[1,3,5,15],dry:7,enabl:[10,15],environ:26,error:27,etsy:42,exampl:[1,15],exception:1,execut:2,explanat:1,extra:6,famili:26,feedback:30,file:5,firewal:41,fits:27,flask:8,friend:30,full_duration:9,further:27,get:[6,9,10],grade:41,graph:[1,2],graphit:[17,27,30,40],gunicorn:[38,41],handl:[22,42],have:40,histori:18,horizon:[10,11,35],how:20,howto:28,http:41,improv:27,improve:[22,42],increment:10,indice:12,infrastructur:41,installat:[6,13],integr:20,intend:13,interpretor:4,ionospher:27,issu:22,journei:10,just:10,kiss:17,known:22,learn:27,limit:15,listen:[9,11,35],log:[14,17,22,40,41,42],logstash:30,look:[18,40],loop:30,machin:27,manag:[13,42],mani:30,matter:15,messagepack:9,meteor:27,methodolog:14,metric:[2,20,22,40,42],might:10,mini:20,mirag:[1,10,15,36,42],mirage_alert:36,mirage_algorithm:36,modifi:14,modul:[10,29,31,32,33,34,35,36,37,38],monitor:17,more:30,multiprocess:2,mysql:19,nab:27,namespac:[20,40],nasa:27,neg:27,negat:36,normal:15,note:[9,13,21,40],number:2,nupic:27,nutshel:18,old:18,optim:[22,40],optimis:42,optimiz:2,order:15,origin:27,overlaid:27,overview:[15,18,41],packag:[29,31,32,33,34,35,36,37,38],panda:26,panorama:[10,19,22,37,41,42],paramet:10,percentag:27,perform:[2,22,27,42],philosophi:1,pickl:[9,17],pip:26,posit:27,predict:27,preserv:14,probabl:10,process:42,processor:2,product:41,program:10,progress:18,psuedo:41,push:1,python:[4,6,26,27,28],rank:2,rate:[2,15],real:15,rebrow:41,recent:26,redhat:26,redi:[6,20],relationship:30,releas:[21,22],reliabl:39,request:27,requir:[6,26],restrict:41,result:2,riemann:30,roadmap:27,roomba:[11,35],rst:4,rule:41,run:[3,28],run_optimized_workflow:2,scoreboard:27,secur:41,sensu:30,set:[2,9,10,15,29,40],setuptool:22,simplifi:18,skylin:[6,9,10,12,14,16,17,18,27,28,29,30,31,32,33,34,35,36,37,38,40,42],skyline_funct:29,skyline_vers:29,smaller:39,smtp:1,snyc:9,sphinx:[22,42],start:10,statsd:30,step:[13,40],store:20,structur:40,submodul:[29,31,32,33,34,35,36,37,38],subpackag:29,sudo:[13,28],syslog:14,tabl:12,tcp:9,tenfold:15,test:0,thi:22,thing:40,time:[2,9,41,42],timeseri:[15,20,27],tip:[6,39],tmpf:2,trigger:2,tune:[2,22,39,42],txt:[5,26],udp:9,update:27,upgrade:40,usage:5,using:[2,41],vagrant:6,valu:2,version:28,view:15,virtualenv:28,want:10,web:41,webapp:[8,10,22,38,41,42],weight:2,what:[1,3,5,15,18,20,42],wheezi:6,why:[5,15],work:[2,18],worker:[11,35],workflow:[2,18],world:15,wtf:4,you:10,your:4,zone:41}})
\ No newline at end of file
+Search.setIndex({envversion:49,filenames:["alert-testing","analyzer","analyzer-optimizations","boundary","building-documentation","crucible","debian-and-vagrant-installation-tips","development/index","development/webapp","getting-data-into-skyline","getting-started","horizon","index","installation","logging","mirage","modules","monitoring-skyline","overview","panorama","redis-integration","releases","releases/1_0_0","releases/1_0_1","releases/1_0_2","releases/1_0_3","releases/1_0_4","requirements","roadmap","running-in-python-virtualenv","skyline","skyline-and-friends","skyline.analyzer","skyline.analyzer_dev","skyline.boundary","skyline.crucible","skyline.horizon","skyline.mirage","skyline.panorama","skyline.webapp","tuning-tips","upgrading","webapp","whats-new"],objects:{"":{algorithm_exceptions:[30,0,0,"-"],analyzer:[32,0,0,"-"],analyzer_dev:[33,0,0,"-"],boundary:[34,0,0,"-"],crucible:[35,0,0,"-"],horizon:[36,0,0,"-"],mirage:[37,0,0,"-"],panorama:[38,0,0,"-"],settings:[30,0,0,"-"],skyline:[30,0,0,"-"],skyline_functions:[30,0,0,"-"],skyline_version:[30,0,0,"-"],webapp:[39,0,0,"-"]},"analyzer.agent":{AnalyzerAgent:[32,2,1,""],run:[32,4,1,""]},"analyzer.agent.AnalyzerAgent":{run:[32,3,1,""]},"analyzer.alerters":{alert_hipchat:[32,4,1,""],alert_pagerduty:[32,4,1,""],alert_smtp:[32,4,1,""],alert_syslog:[32,4,1,""],skyline_version:[32,5,1,""],trigger_alert:[32,4,1,""]},"analyzer.algorithms":{determine_median:[32,4,1,""],first_hour_average:[32,4,1,""],get_function_name:[32,4,1,""],grubbs:[32,4,1,""],histogram_bins:[32,4,1,""],is_anomalously_anomalous:[32,4,1,""],ks_test:[32,4,1,""],least_squares:[32,4,1,""],mean_subtraction_cumulation:[32,4,1,""],median_absolute_deviation:[32,4,1,""],record_algorithm_error:[32,4,1,""],run_selected_algorithm:[32,4,1,""],stddev_from_average:[32,4,1,""],stddev_from_moving_average:[32,4,1,""],tail_avg:[32,4,1,""]},"analyzer.analyzer":{Analyzer:[32,2,1,""]},"analyzer.analyzer.Analyzer":{check_if_parent_is_alive:[32,3,1,""],run:[32,3,1,""],spin_process:[32,3,1,""]},"analyzer_dev.agent":{AnalyzerAgent:[33,2,1,""],run:[33,4,1,""]},"analyzer_dev.agent.AnalyzerAgent":{run:[33,3,1,""]},"analyzer_dev.alerters":{alert_hipchat:[33,4,1,""],alert_pagerduty:[33,4,1,""],alert_smtp:[33,4,1,""],alert_syslog:[33,4,1,""],trigger_alert:[33,4,1,""]},"analyzer_dev.algorithms_dev":{determine_median:[33,4,1,""],first_hour_average:[33,4,1,""],get_function_name:[33,4,1,""],grubbs:[33,4,1,""],histogram_bins:[33,4,1,""],is_anomalously_anomalous:[33,4,1,""],ks_test:[33,4,1,""],least_squares:[33,4,1,""],mean_subtraction_cumulation:[33,4,1,""],median_absolute_deviation:[33,4,1,""],run_selected_algorithm:[33,4,1,""],stddev_from_average:[33,4,1,""],stddev_from_moving_average:[33,4,1,""],tail_avg:[33,4,1,""]},"analyzer_dev.analyzer_dev":{Analyzer:[33,2,1,""]},"analyzer_dev.analyzer_dev.Analyzer":{check_if_parent_is_alive:[33,3,1,""],run:[33,3,1,""],send_graphite_metric:[33,3,1,""],spin_process:[33,3,1,""]},"boundary.agent":{BoundaryAgent:[34,2,1,""],run:[34,4,1,""]},"boundary.agent.BoundaryAgent":{run:[34,3,1,""]},"boundary.boundary":{Boundary:[34,2,1,""]},"boundary.boundary.Boundary":{check_if_parent_is_alive:[34,3,1,""],mkdir_p:[34,3,1,""],run:[34,3,1,""],spin_process:[34,3,1,""],unique_noHash:[34,3,1,""]},"boundary.boundary_alerters":{alert_hipchat:[34,4,1,""],alert_pagerduty:[34,4,1,""],alert_smtp:[34,4,1,""],alert_syslog:[34,4,1,""],trigger_alert:[34,4,1,""]},"boundary.boundary_algorithms":{autoaggregate_ts:[34,4,1,""],boundary_no_mans_land:[34,4,1,""],detect_drop_off_cliff:[34,4,1,""],greater_than:[34,4,1,""],less_than:[34,4,1,""],run_selected_algorithm:[34,4,1,""]},"crucible.agent":{CrucibleAgent:[35,2,1,""],run:[35,4,1,""]},"crucible.agent.CrucibleAgent":{run:[35,3,1,""]},"crucible.crucible":{Crucible:[35,2,1,""]},"crucible.crucible.Crucible":{check_if_parent_is_alive:[35,3,1,""],run:[35,3,1,""],spin_process:[35,3,1,""]},"crucible.crucible_algorithms":{detect_drop_off_cliff:[35,4,1,""],first_hour_average:[35,4,1,""],grubbs:[35,4,1,""],histogram_bins:[35,4,1,""],ks_test:[35,4,1,""],least_squares:[35,4,1,""],mean_subtraction_cumulation:[35,4,1,""],median_absolute_deviation:[35,4,1,""],python_version:[35,5,1,""],run_algorithms:[35,4,1,""],stddev_from_average:[35,4,1,""],stddev_from_moving_average:[35,4,1,""],tail_avg:[35,4,1,""]},"horizon.agent":{Horizon:[36,2,1,""],run:[36,4,1,""]},"horizon.agent.Horizon":{run:[36,3,1,""]},"horizon.listen":{Listen:[36,2,1,""],SafeUnpickler:[36,2,1,""]},"horizon.listen.Listen":{check_if_parent_is_alive:[36,3,1,""],gen_unpickle:[36,3,1,""],listen_pickle:[36,3,1,""],listen_udp:[36,3,1,""],read_all:[36,3,1,""],run:[36,3,1,""]},"horizon.listen.SafeUnpickler":{PICKLE_SAFE:[36,6,1,""],find_class:[36,7,1,""],loads:[36,7,1,""]},"horizon.roomba":{Roomba:[36,2,1,""]},"horizon.roomba.Roomba":{check_if_parent_is_alive:[36,3,1,""],run:[36,3,1,""],vacuum:[36,3,1,""]},"horizon.worker":{Worker:[36,2,1,""]},"horizon.worker.Worker":{check_if_parent_is_alive:[36,3,1,""],in_skip_list:[36,3,1,""],run:[36,3,1,""]},"mirage.agent":{MirageAgent:[37,2,1,""],run:[37,4,1,""]},"mirage.agent.MirageAgent":{run:[37,3,1,""]},"mirage.mirage":{Mirage:[37,2,1,""]},"mirage.mirage.Mirage":{check_if_parent_is_alive:[37,3,1,""],load_metric_vars:[37,3,1,""],mkdir_p:[37,3,1,""],run:[37,3,1,""],spin_process:[37,3,1,""],surface_graphite_metric_data:[37,3,1,""]},"mirage.mirage_alerters":{alert_hipchat:[37,4,1,""],alert_pagerduty:[37,4,1,""],alert_smtp:[37,4,1,""],alert_syslog:[37,4,1,""],trigger_alert:[37,4,1,""]},"mirage.mirage_algorithms":{determine_median:[37,4,1,""],first_hour_average:[37,4,1,""],get_function_name:[37,4,1,""],grubbs:[37,4,1,""],histogram_bins:[37,4,1,""],is_anomalously_anomalous:[37,4,1,""],ks_test:[37,4,1,""],least_squares:[37,4,1,""],logger:[37,5,1,""],mean_subtraction_cumulation:[37,4,1,""],median_absolute_deviation:[37,4,1,""],record_algorithm_error:[37,4,1,""],run_selected_algorithm:[37,4,1,""],stddev_from_average:[37,4,1,""],stddev_from_moving_average:[37,4,1,""],tail_avg:[37,4,1,""]},"mirage.negaters":{negate_analyzer_alert:[37,4,1,""],negate_hipchat:[37,4,1,""],negate_syslog:[37,4,1,""],trigger_negater:[37,4,1,""]},"panorama.agent":{PanoramaAgent:[38,2,1,""]},"panorama.agent.PanoramaAgent":{run:[38,3,1,""]},"panorama.panorama":{Panorama:[38,2,1,""]},"panorama.panorama.Panorama":{check_if_parent_is_alive:[38,3,1,""],mysql_insert:[38,3,1,""],mysql_select:[38,3,1,""],run:[38,3,1,""],spin_process:[38,3,1,""]},"webapp.backend":{get_list:[39,4,1,""],panorama_request:[39,4,1,""]},"webapp.webapp":{App:[39,2,1,""],anomalies:[39,4,1,""],app_settings:[39,4,1,""],authenticate:[39,4,1,""],check_auth:[39,4,1,""],crucible:[39,4,1,""],data:[39,4,1,""],docs:[39,4,1,""],index:[39,4,1,""],limit_remote_addr:[39,4,1,""],now:[39,4,1,""],panorama:[39,4,1,""],panorama_anomalies:[39,4,1,""],rebrow:[39,4,1,""],rebrow_key:[39,4,1,""],rebrow_keys:[39,4,1,""],rebrow_server_db:[39,4,1,""],requires_auth:[39,4,1,""],run:[39,4,1,""],urlsafe_base64_encode:[39,4,1,""],version:[39,4,1,""]},"webapp.webapp.App":{run:[39,3,1,""]},algorithm_exceptions:{Boring:[30,1,1,""],Stale:[30,1,1,""],TooShort:[30,1,1,""]},analyzer:{agent:[32,0,0,"-"],alerters:[32,0,0,"-"],algorithms:[32,0,0,"-"],analyzer:[32,0,0,"-"]},analyzer_dev:{agent:[33,0,0,"-"],alerters:[33,0,0,"-"],algorithms_dev:[33,0,0,"-"],analyzer_dev:[33,0,0,"-"]},boundary:{agent:[34,0,0,"-"],boundary:[34,0,0,"-"],boundary_alerters:[34,0,0,"-"],boundary_algorithms:[34,0,0,"-"]},crucible:{agent:[35,0,0,"-"],crucible:[35,0,0,"-"],crucible_algorithms:[35,0,0,"-"]},horizon:{agent:[36,0,0,"-"],listen:[36,0,0,"-"],roomba:[36,0,0,"-"],worker:[36,0,0,"-"]},mirage:{agent:[37,0,0,"-"],mirage:[37,0,0,"-"],mirage_alerters:[37,0,0,"-"],mirage_algorithms:[37,0,0,"-"],negaters:[37,0,0,"-"]},panorama:{agent:[38,0,0,"-"],panorama:[38,0,0,"-"]},settings:{ALERTERS_SETTINGS:[30,5,1,""],ALERTS:[30,5,1,""],ALGORITHMS:[30,5,1,""],ANALYZER_CRUCIBLE_ENABLED:[30,5,1,""],ANALYZER_OPTIMUM_RUN_DURATION:[30,5,1,""],ANALYZER_PROCESSES:[30,5,1,""],ANOMALY_DUMP:[30,5,1,""],BOREDOM_SET_SIZE:[30,5,1,""],BOUNDARY_ALERTER_OPTS:[30,5,1,""],BOUNDARY_ALGORITHMS:[30,5,1,""],BOUNDARY_AUTOAGGRERATION:[30,5,1,""],BOUNDARY_AUTOAGGRERATION_METRICS:[30,5,1,""],BOUNDARY_CRUCIBLE_ENABLED:[30,5,1,""],BOUNDARY_ENABLE_ALERTS:[30,5,1,""],BOUNDARY_HIPCHAT_OPTS:[30,5,1,""],BOUNDARY_METRICS:[30,5,1,""],BOUNDARY_OPTIMUM_RUN_DURATION:[30,5,1,""],BOUNDARY_PAGERDUTY_OPTS:[30,5,1,""],BOUNDARY_PROCESSES:[30,5,1,""],BOUNDARY_SMTP_OPTS:[30,5,1,""],CANARY_METRIC:[30,5,1,""],CARBON_PORT:[30,5,1,""],CHUNK_SIZE:[30,5,1,""],CONSENSUS:[30,5,1,""],CRUCIBLE_CHECK_PATH:[30,5,1,""],CRUCIBLE_DATA_FOLDER:[30,5,1,""],CRUCIBLE_PROCESSES:[30,5,1,""],CRUCIBLE_TESTS_TIMEOUT:[30,5,1,""],ENABLE_ALERTS:[30,5,1,""],ENABLE_ALGORITHM_RUN_METRICS:[30,5,1,""],ENABLE_ALL_ALGORITHMS_RUN_METRICS:[30,5,1,""],ENABLE_BOUNDARY_DEBUG:[30,5,1,""],ENABLE_CRUCIBLE:[30,5,1,""],ENABLE_CRUCIBLE_DEBUG:[30,5,1,""],ENABLE_DEBUG:[30,5,1,""],ENABLE_FULL_DURATION_ALERTS:[30,5,1,""],ENABLE_MIRAGE:[30,5,1,""],ENABLE_PANORAMA_DEBUG:[30,5,1,""],ENABLE_SECOND_ORDER:[30,5,1,""],FULL_DURATION:[30,5,1,""],FULL_NAMESPACE:[30,5,1,""],GRAPHITE_CONNECT_TIMEOUT:[30,5,1,""],GRAPHITE_GRAPH_SETTINGS:[30,5,1,""],GRAPHITE_HOST:[30,5,1,""],GRAPHITE_PORT:[30,5,1,""],GRAPHITE_PROTOCOL:[30,5,1,""],GRAPHITE_READ_TIMEOUT:[30,5,1,""],GRAPHITE_SOURCE:[30,5,1,""],GRAPH_URL:[30,5,1,""],HIPCHAT_ENABLED:[30,5,1,""],HIPCHAT_OPTS:[30,5,1,""],HORIZON_IP:[30,5,1,""],LOG_PATH:[30,5,1,""],MAX_ANALYZER_PROCESS_RUNTIME:[30,5,1,""],MAX_QUEUE_SIZE:[30,5,1,""],MAX_RESOLUTION:[30,5,1,""],MAX_TOLERABLE_BOREDOM:[30,5,1,""],MINI_DURATION:[30,5,1,""],MINI_NAMESPACE:[30,5,1,""],MIN_TOLERABLE_LENGTH:[30,5,1,""],MIRAGE_ALGORITHMS:[30,5,1,""],MIRAGE_CHECK_PATH:[30,5,1,""],MIRAGE_CONSENSUS:[30,5,1,""],MIRAGE_CRUCIBLE_ENABLED:[30,5,1,""],MIRAGE_DATA_FOLDER:[30,5,1,""],MIRAGE_ENABLE_ALERTS:[30,5,1,""],MIRAGE_ENABLE_SECOND_ORDER:[30,5,1,""],MIRAGE_STALE_SECONDS:[30,5,1,""],NEGATE_ANALYZER_ALERTS:[30,5,1,""],NUMBER_OF_ANOMALIES_TO_STORE_IN_PANORAMA:[30,5,1,""],OCULUS_HOST:[30,5,1,""],PAGERDUTY_ENABLED:[30,5,1,""],PAGERDUTY_OPTS:[30,5,1,""],PANDAS_VERSION:[30,5,1,""],PANORAMA_CHECK_PATH:[30,5,1,""],PANORAMA_DATABASE:[30,5,1,""],PANORAMA_DBHOST:[30,5,1,""],PANORAMA_DBPORT:[30,5,1,""],PANORAMA_DBUSER:[30,5,1,""],PANORAMA_DBUSERPASS:[30,5,1,""],PANORAMA_ENABLED:[30,5,1,""],PANORAMA_EXPIRY_TIME:[30,5,1,""],PANORAMA_PROCESSES:[30,5,1,""],PICKLE_PORT:[30,5,1,""],PID_PATH:[30,5,1,""],PLOT_REDIS_DATA:[30,5,1,""],REDIS_SOCKET_PATH:[30,5,1,""],ROOMBA_GRACE_TIME:[30,5,1,""],ROOMBA_PROCESSES:[30,5,1,""],ROOMBA_TIMEOUT:[30,5,1,""],RUN_OPTIMIZED_WORKFLOW:[30,5,1,""],SERVER_METRICS_NAME:[30,5,1,""],SKIP_LIST:[30,5,1,""],SKYLINE_TMP_DIR:[30,5,1,""],SLACK_ENABLED:[30,5,1,""],SMTP_OPTS:[30,5,1,""],STALE_PERIOD:[30,5,1,""],SYSLOG_ENABLED:[30,5,1,""],SYSLOG_OPTS:[30,5,1,""],TARGET_HOURS:[30,5,1,""],UDP_PORT:[30,5,1,""],WEBAPP_ALLOWED_IPS:[30,5,1,""],WEBAPP_AUTH_ENABLED:[30,5,1,""],WEBAPP_AUTH_USER:[30,5,1,""],WEBAPP_AUTH_USER_PASSWORD:[30,5,1,""],WEBAPP_FIXED_TIMEZONE:[30,5,1,""],WEBAPP_IP:[30,5,1,""],WEBAPP_IP_RESTRICTED:[30,5,1,""],WEBAPP_JAVASCRIPT_DEBUG:[30,5,1,""],WEBAPP_PORT:[30,5,1,""],WEBAPP_SERVER:[30,5,1,""],WEBAPP_USER_TIMEZONE:[30,5,1,""],WORKER_PROCESSES:[30,5,1,""]},skyline_functions:{alert_expiry_check:[30,4,1,""],fail_check:[30,4,1,""],get_graphite_metric:[30,4,1,""],load_metric_vars:[30,4,1,""],mkdir_p:[30,4,1,""],mysql_select:[30,4,1,""],send_graphite_metric:[30,4,1,""],write_data_to_file:[30,4,1,""]},webapp:{backend:[39,0,0,"-"],gunicorn:[39,0,0,"-"],webapp:[39,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","exception","Python exception"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","function","Python function"],"5":["py","data","Python data"],"6":["py","attribute","Python attribute"],"7":["py","classmethod","Python class method"]},objtypes:{"0":"py:module","1":"py:exception","2":"py:class","3":"py:method","4":"py:function","5":"py:data","6":"py:attribute","7":"py:classmethod"},terms:{"123_234_213_123":17,"22m":14,"250k":[1,40],"2nd":28,"38m":14,"3rd":30,"3sigma":[23,30],"40g":14,"4gb":[1,2,13,40],"52m":14,"5pm":15,"6d42998cfec6e85b902d4ffa5a35ce86":13,"70k":[1,40],"7dai":15,"7hour":30,"96g":14,"__builtin__":36,"__pycache__":4,"_build":[4,22],"_markerlib":29,"_reconstructor":36,"boolean":[1,30,32,34,35,37,38,39],"break":[3,41],"byte":36,"case":[2,10,15,25,26,30,43],"class":[13,32,33,34,35,36,37,38,39],"default":[0,1,2,5,6,9,10,13,14,15,19,30,41],"float":2,"function":[4,7,8,9,27,28,29,30,32,33,34,35,37,39,41],"import":[4,9,14,15,19,22,30,31,43],"int":[30,38],"long":[1,7,8,9,11,13,14,17,20,29,30,31,34,35,37,40],"new":[1,2,8,9,12,13,14],"public":[15,42],"return":[1,3,4,13,24,27,30,32,33,34,35,37,38,39,41,42],"short":[1,9,13,32,33,35,37,41],"static":[18,22,30,43],"super":[32,37],"switch":[9,20],"transient":5,"true":[0,1,2,3,9,13,14,15,27,30,32,35,37,38],"try":[7,10,14,15,18,27,30,40],"var":[13,14,30,41],"while":[3,5,7,13],abe:[5,15,18],abil:[2,3,5,28,30],abl:[1,2,6,9,10,13,15,19,20,22,27,28,30,31],about:[1,2,3,9,10,14,23,28,32,33,40],abov:[2,10,15,28,29,30,41],abovement:14,absolut:[15,30,32,33,35,37],abspath:4,accept:[7,9,10],access:[9,13,19,30],accid:42,accommod:[1,22,41],accord:[6,24],accrur:43,accumul:30,accur:[3,30],accuraci:[9,28],achiev:[2,4,7,14,22,30],across:3,act:15,activ:[0,13,18],actual:[1,18],ad_request:28,add:[1,2,3,5,6,9],added:[23,24,25,26],added_bi:30,adding:7,addit:[1,2,3,5,8,18,20,22,23,25,26,28,30,41,42],address:[13,30,39,42,43],adhoc:5,adjust:27,admin:[13,30],adopt:[27,29],adtech:28,advantag:17,advertis:[28,40],advis:[1,10,30],aec9ffb075f9443c8e8f23c4f2d06faa:30,affect:[13,41],after:[2,6,9,10,13,30,32,33,35,37,41],again:[0,2,9,13,14,15,29,30,41],against:[1,2,3,15,30,32,33,40,42],agent:[9,16,30],aggreg:[1,3,5,15,30,34,42],aggregation_value:30,ago:[30,32,33,35,37],agre:1,aid:28,aim:[5,30],alert_expiry_check:30,alert_hipchat:[32,33,34,37],alert_pagerduti:[32,33,34,37],alert_smtp:[32,33,34,37],alert_syslog:[32,33,34,37],alert_threshold:[3,30,34],alert_vias:[3,30],alerter:30,alerter_expiration_tim:30,alerter_limit:30,alerters_settings:30,alerts:0,algorithm1:30,algorithm2:30,algorithm_breakdown:2,algorithm_error_fil:[32,37],algorithm_except:16,algorithm_nam:[30,32,37],algorithma:5,algorithms:[1,2,30,32,33,35],algorithms_dev:[16,30],algoritm:[30,32,37],align:7,aliv:35,all:[1,2,3,4,6,7,9,10,11,13,15,18,19,20,29,30,32,33,35,37,39,40,41,42,43],allow:[3,4,5,10,15,19,22,28,29,30,40,42,43],almost:[2,3],alogrithm:[3,5],along:2,alot:30,alphabet:28,alreadi:[23,29],also:[1,2,3,5,9,11,15,20,23,30,31,32,33,35,37,42],alter:18,altern:20,although:[3,4,5,7,9,10,13,14,22,23,28,30,31,41,42,43],altinstal:29,alwai:[7,13],amaz:28,america:30,amount:[5,11,22,30],an_important_th:30,analys:[1,3,5,15,28,30,32,33],analysi:[2,3,5,10,18,19,22,28,30,32,33,37,41],analyzer_crucible_enabled:[5,30],analyzer_dev:[2,16,30],analyzer_optimum_run_duration:[1,2,30,40],analyzer_processes:[1,2,30,32,33,40,41],analyzerag:[32,33],ani:[1,2,3,5,7,8,9,10,13,14,15,18,19,27,28,29,30,32,33,37,41,42,43],annot:[15,23],anomal:[1,2,3,10,13,14,15,18,19,22,30,32,33,34,35,37,42],anomali:[5,9],anomalous_metr:[1,3,32,33],anomaly_breakdown_q:[32,33],anomaly_dump:30,anoth:[5,9,13,28,30,32,33,40,42],antirez:20,any:[13,14,30,41],anyon:[4,31],anyth:[9,15,30,32,34,35,37],anywai:[2,13,14],apach:13,api:42,apidoc:[4,22],apologi:41,app:[5,7],app_dir:4,app_set:39,appdir:4,append:[4,11,15,20,22,30,36],appli:[2,28,32,33,35,37,43],applic:[2,5,6,13,14,17,18,23,24,27,28,30],approach:18,appropri:[1,7,8,10,13,15,19,20,29,41,43],approri:[32,33],apt:[6,13,29],arbitrari:[3,34,35],archiv:[5,28],arg:39,argpars:27,arguabl:8,argument:[4,5,32,33,39],aris:[9,30],around:[18,28,30,42],arrai:[23,28,30,39],aspect:31,asperc:28,assess:[9,27,28,41],assign:[1,2,3,30,32,33,34,35,37,38],assigned_metr:[1,7,30,32,33],associ:2,assum:[13,43],attempt:[3,7,9,15,42],augment:[32,33,35,37],auth:[30,39],auth_token:30,authent:[13,39,42],autoaggreg:[30,34],autoaggregate_t:[30,34],autoaggregate_valu:34,autoconf:29,autodoc:41,autodoc_mock_import:30,autogener:4,autom:10,automat:18,automodul:4,autonom:5,avail:[6,15,22,25,26,27,32],avenu:28,averag:[1,2,27,28,30,32,33,34,35,37,40],avg:2,awai:[2,10,13,15],awesom:4,axi:28,back:[6,19,28],backend:[16,30],backport:[6,27],backupcount:14,backward:[2,3,22,27,41,43],balanc:14,base64:39,base:[1,2,3,5,10,13,22,28,30,32,33,34,35,36,37,38,42],basehttpserv:42,baselin:9,bash:[14,17,27],basi:[5,18],basic:[1,15,22,25,26,30,39],batteri:1,battl:18,bear:[1,14,30],becaus:[1,3,4,8,15,27,30],becom:[3,7,9,10,30,34,35,43],been:[1,2,3,4,5,6,7,8,9,13,17,18,22,23,30,40,41,42,43],befor:[1,2,9,13,15,30,31,41],begin:[9,15,30],behavior:[9,42],behind:[5,42],believ:14,below:[2,4,10,14,15,22,29,41],benefit:41,best:[8,15,42,43],bet:15,beta:32,better:[10,15,18,32,33,35,37,43],between:[1,3,5,13,14],beyond:[3,28],bgcolor:30,big:30,bigger:[15,40],bin:[0,3,11,13,14,15,19,29,32,33,35,37,41],binari:20,bind:[6,30],bit:[3,7,8,18,27,30,42],blah:38,blak3r2:[15,23,25,26],blob:[2,30],block:[3,5,9,18,30],blown:8,bolt:3,bore:[1,9,30],boredom_set_size:30,both:[1,4,30,32,33,39,42],bothersom:42,bound:[6,23,28,30],boundari:[1,2],boundary_alert:[16,30],boundary_alerter_opts:30,boundary_algorithm:[16,30],boundary_algorithms:[30,34],boundary_autoaggreration:30,boundary_autoaggreration_metrics:30,boundary_crucible_enabled:[5,30],boundary_enable_alerts:30,boundary_hipchat_opts:30,boundary_metr:34,boundary_metrics:[3,10,30],boundary_no_mans_land:34,boundary_optimum_run_duration:30,boundary_pagerduty_opts:30,boundary_processes:[3,30],boundary_smtp_opts:30,boundaryag:34,box:1,brain:1,branch:[2,5,21],breach:3,breakdown:43,bridg:[1,40],briefli:18,bring:[10,28,41],broken:14,brow:[13,18,42],brows:[18,42],browser:[22,24,30,39,42],buckl:40,bug:[23,24,25,26,43],build_doc:4,built:18,bump:[23,24,25,26],bunch:[32,33,34],burst:[1,40],busi:15,bzip2:29,c0c0c0:30,cach:[9,17],cache_kei:30,calcuat:[32,33,35,37],calcul:[1,28,30,32,33,35,37],call:[14,15,20,30,32,33,34,35,36,37,38,39,43],can:[1,2,3,4,5,6,7,8,9,10,11,13,14],canari:[30,36],canary_metric:[13,30],cannot:13,capabl:[5,28],capac:30,carbon:[9,17,30],carbon_port:30,carri:5,cat:[4,13,41],caus:[27,28,30,37,43],caveat:[2,27,43],cdn:13,cdnj:24,certain:[9,13,17,30,41],certainti:[10,22],cfg:[25,26],chang:[1,2,3,4,5,6,7,13,22,23,24,25,26],channel:[3,10,30],cheap:14,check:[1,2,3],check_auth:39,check_file_to_fail:30,check_if_parent_is_al:[32,33,34,35,36,37,38],choic:[8,28],choos:[13,20,29],chunk:[30,36,40],chunk_size:[30,40],circumst:30,classifi:[1,30],classmethod:36,clean:[4,11,30,32,37],clear:[1,15],clearer:[1,15,18],clearli:2,client:[30,39,42],cliff:[3,30,34,35],clock:42,clone:[6,13,19],cloud:[1,2,13,40,42],cloudflar:24,cluster:[10,23],code:[1,2,4,7,9,15,22,28],codebas:7,coexist:3,collat:[32,33],collect:[1,11,28,30],color:30,colourblind:30,column:28,com:[2,4,6,13],combin:39,come:[1,3,9,15,20,30,40],command:13,comment:[13,30,41],commit:[22,41,43],common:[7,13,15,42],commun:[18,27,29],compani:30,comparison:30,compat:[2,22,27,29,43],compil:42,complain:27,complet:[13,30,32,37,41,43],complex:[2,10,42],complic:14,compon:13,comprehens:18,comput:[2,18],computation:[2,10],concept:[3,43],conceptu:[14,18],condit:[7,18,25,26,30],conf:[4,9,13,29,42],config:[6,30],configur:[0,1,2],configuration:6,connect:30,connector:13,connet:30,conquer:1,consensu:1,consensus:[1,2,3,18,30],consid:[10,13,15,24,30,42],consist:[7,11,30],consol:30,consolid:7,constant:[15,18],constantli:[2,18],consum:[10,15,30,40],consumpt:15,contain:[1,15,18,20,22,28,30,32,33,35,37,41],conten:14,content:[12,16],context:[1,5,7,14,27,29,30,42,43],continu:[14,18,19,28,30,43],control:[1,32,33,38],convent:5,convert:[28,42],cool:8,copi:[6,13,41],copy_reg:36,core:[1,18,40],correct:[1,4,13,22,23],correctli:[0,9],correl:28,cortic:28,cosin:28,cost:2,could:[3,4,5,14,15,22,28,30],coull:28,cours:[1,9],courtesi:28,cover:[7,41,42,43],coverag:41,cprofilev:2,cpu:[1,2,3,15,30],crash:9,crazi:30,creat:[4,5,10,13,14],creation:[19,42],crept:23,criteria:[2,42],critic:[7,10],crond:17,crucibl:[1,2,3],crucible_algorithm:[16,30],crucible_check_path:30,crucible_data_folder:30,crucible_enabled:30,crucible_processes:30,crucible_tests_timeout:30,crucibleag:35,cube:28,cumul:[32,33,35,37],current:[1,2,3,4,7,8,9,11,18,20,22,23,24,30,41,42],current_skyline_app:30,curv:10,custom:[15,18,43],cut:11,cycl:[2,11],cycler:27,cython:28,d3j:24,daemon:[2,5,10,27],dai:[11,15,20,42],daili:15,danc:10,dashboard:13,data:[0,1,2,3,5],data_typ:30,databas:[3,5,13,18],datapoint:[2,3,9,20,28,30,32,33,34,35,36,37,40,42],dataset:30,date:[18,30,41,42],dateaccessorsutc:24,datetim:42,dateutil:27,daytim:15,deactiv:[0,13],deal:31,deb:6,debat:41,debug:[25,26,30],declar:[1,3,30],decod:1,decoupl:5,decreas:[2,9,30,40],dedic:2,dedup:11,deem:3,def:[32,33],defens:42,defin:[1,3,5,10,15,30,32,33,34,35,36,37],definit:[2,30],degre:[10,31],delai:[32,33,35,37],delet:36,demand:42,demonstr:15,depart:15,depend:[3,5],depict:1,deploi:[3,13,22,27],deploy:[2,12],deprec:27,depth:[10,42],deriv:1,describ:[14,31,41],descript:[13,18,28],design:[1,5,9,15,17,18,20,28],desir:[7,15,18,30,31,42],destin:[9,17],destinations:9,detail:[3,6,14,15,23,29,30,32,33,39,42],detect:3,determin:[1,2,3,4,15,17,28,30,32,33,34,35,36,37,38,39],determine_median:[23,32,33,37],dev:[6,25,26,29],devel:[25,26,29],develop:[2,4],development:30,deviat:[32,33,35,37],diagram:[4,23],dickei:[32,33,35,37],dictionari:30,did:[2,3,9,18,28],diff:41,differ:[1,2,3,7,10,13],difficult:[10,17,18,28,43],diffseri:28,dimens:[3,28],dimension:28,dir:[4,30],direct:[13,31],directli:[10,13],directori:[4,5,13,15,22,30,35],disabl:[1,5,15,30,40],discard:[15,30],discov:[7,32,33],disk:[5,10,14,30],displai:[6,20,30,42],distant:10,distinct:[1,40],distribut:[27,29,30,32,33,35,37],div:[25,26],divid:[1,3,32,33],django:8,doc:[4,9,22,23,25,26,39,42,43],docstr:[3,13,41],document:[0,1],domain:28,don:[6,9,30],done:[2,3,4,30],doubl:7,down:[9,11,15,30,31],download:13,downsid:20,dramat:[2,40],drift:9,drop:[3,8,15,17,28,30,34,35],dropbox:6,due:[2,7,13,14,15,27,28,29,30,41,42],dump:[13,30],duplic:30,durat:[2,15,30,36,43],duration:36,dure:[13,15],dygraph:[24,42,43],dynam:[3,30,43],each:[0,1,2,3,5,7,10,11,13,14,15,17,18,19,28,30,31,32,33,35,37,40,41],earli:15,earthgecko:[4,13,15,23],easi:[1,6,9,10,14],easier:[10,20],easili:[3,11,20,42],eat:14,echo:4,ecosystem:14,eddifi:24,edg:[15,30,43],edit:[4,6,13],educat:15,effect:[1,2,3,7,9,15,29,30],effici:[1,2,30],effort:[10,29,43],either:[1,3,10,30,41,42,43],el6:27,elasticsearch:[10,14,28],eleg:[18,24],element:[18,28,30,42],els:27,email:[0,1],emb:30,embed:30,emploi:17,empti:30,enabl:[0,1,2,3,5],enable_alerts:30,enable_algorithm_run_metrics:30,enable_all_algorithms_run_metrics:30,enable_boundary_debug:30,enable_crucible:[1,30,32],enable_crucible_debug:30,enable_debug:[25,26,30],enable_full_duration_alerts:[15,30],enable_mirage:[15,30],enable_panorama_debug:30,enable_second_order:30,enadpoint:22,encod:[9,11,20,30,39,42],encount:[3,7,14],encourag:1,end:[1,2,13,30],end_timestamp:35,endpoint:[22,42],energi:15,engin:43,enilyk:3,enough:[1,8,9,17,30,40,42,43],ensembl:[1,2,32,33,37,40],ensur:[2,5,13,14,15,28,30,32,35,37,41,42],ensure:13,enter:13,entir:[7,9,28,30,32,33,35,37],environ:[2,13,15],envisag:3,epel:[25,26,29],epoch:35,equal:[1,10,34],equat:8,err:13,error:[1,4,7,13,14,23,24],especi:[5,14],essenti:[25,26,29],etc:[2,5,6,7,9,10,13,14,28,29,30,31,40,41,42],etsi:[2,6,18,22,41,43],etsy:[2,18,22,31,40],europ:30,evalu:[2,28,30,41],evaluat:28,even:[1,2,3,14,15,25,26,28,30,35],event:[3,5,9,10,13,15,28,41,42],eventu:1,ever:[2,30,31],everi:[1,2,3,14,20,30,34,40],evertyh:30,everyon:30,everyth:[28,30,40],evid:[4,22],ewm:27,ewma:27,exact:[1,9],exactli:[28,30],exampl:0,excel:[18,42],except:[7,9,13,24,30,32,37],exceptions_q:[32,33],exclud:28,excpet:37,exec:13,exist:[0,1,2,3,13,19,20,22,27,35,41],exit:[7,14],exitcode:14,expaverag:27,expect:[9,10,13,15,17,22,23,30,39,41],expens:[2,20,30],experi:[1,3,40],experienc:34,experiment:30,experimental:30,expiration_tim:34,expiration_time:[1,3,15,30,32,33,34],expiri:30,explain:14,explanatori:[32,33,34,36,37,38],explicit:13,exponenti:[27,32,33,35,37],expos:42,extend:[1,9,11,15,18,28],extens:[3,5],extent:15,extern:[40,42],extract:28,extrem:10,face:41,facilit:[32,37],fact:[1,2,10,18,28,30,42],factor:2,fail:[13,30,32,37,38],fail_check:30,failed_check_dir:30,failur:[7,30],fair:[7,8,22],fairli:[3,15,18,28,41],fall:[32,33,35,37],fals:[1,3,9,14,15,27,28,30,32,33,35,36,37,38],famili:[25,26],familiar:[13,41],farther:[32,33,35,37],fast:[2,7,13,32,37,41],faster:40,fault:10,favour:27,featur:[3,9,30,41,43],fed:[5,15,18],feed:[10,18,28,31,32,33],feedback:30,feel:42,fetch:30,few:[1,2,13,14,23,24,28,31,40],fewer:40,fgcolor:30,figur:[4,22],file:[1,4],filenam:[30,37],filesystem:5,fill:[9,30,41],filter:[3,28,30,32,33,34,42],find:[1,2,3,4,13,15,28,32,33,35,37,41],find_class:36,fine:30,fingerprint:28,finicki:4,finish:[32,33],finit:11,fire:[1,5,15,30],firehos:20,firewal:13,first:[1,13,15,25,26,30,36,41],first_hour_averag:[2,30,32,33,35,37],fit:[15,18,28,42],fix:[4,17,22,23,24,30,40,42],flag:[3,19,28],flask:7,flatten:15,flawlessli:2,flexibl:28,flood:15,flow:[1,3,9,40],flush:9,flux:27,fly:[18,22,28],focu:[8,28],focus:30,folder:[6,30],follow:[0,2,4,5,7,13,14,18,27,29,30,32,41,42],fontbold:30,footprint:3,forc:[4,27],forewarn:5,forget:6,fork:2,form:9,format:[4,7,9,11,22,28,30,41],forth:13,fortun:31,forward:[6,9,42],forwarded_port:6,found:[4,7,15,18,42],fpm:27,fqdn:30,frame:18,framework:[8,10,41],free:42,freetyp:29,frequent:[2,28,34],friend:12,friendli:[30,41],from:[1,2,3,4,5,6,9,10,11,13,14,15,17,18,20,22,23,24,28,29,30,32,33,35,36,37,38,39,41,42,43],from_timestamp:[30,42],frontend:[8,10,13,18,19,42],ftp:29,fulfil:13,full:[4,5,8,13,15,22,30,32,33,35,38,41,43],full_dur:[35,43],full_duration:1,full_duration_in_hour:43,full_duration_second:43,full_namespace:30,fuller:[32,33,35,37],fulli:14,fullqueuedrop:17,fullsiz:[15,18],fundament:18,funni:15,further:[2,3,4,17,22],futur:[4,5,10,22,27,28],gaug:30,gcc:[25,26,29],gdbm:29,gen_unpickl:36,gener:[3,4,5,10,15,25,26,30,36,42,43],get:[0,1,4],get_function_nam:[32,33,37],get_graphite_metr:30,get_list:39,gethostnam:30,gif:28,git:[6,13,29],github:[0,2,3,4,6,13,18,19,20,23,28,30,31,41,42,43],give:13,given:[1,13,28],global:[2,30],gmt:30,goal:[7,22],goe:[1,9,14],good:[4,8,15,18],got:[10,40],grace:30,gracefulli:[7,30],grade:9,gradient:28,graph:0,graph_url:30,graphit:[1,2,5,6,9,13,15],graphite_connect_timeout:30,graphite_from:37,graphite_graph_line_color:30,graphite_graph_settings:30,graphite_host:[13,30,32,33],graphite_metr:42,graphite_port:[13,30],graphite_previous_hour:30,graphite_protocol:[13,30],graphite_read_timeout:30,graphite_source:30,graphite_until:37,great:[10,15,18,31],greater:[1,2,10,15,17,30,32,33,34,35,37],greater_than:[3,30,34],grep:[13,41],groke:14,grow:8,grown:8,grubb:[2,30,32,33,35,37],guest:6,gunicorn:[8,13,16,22,30],gzip:5,habit:13,hack:[4,22,24,42],had:[14,23,31,40,41,43],halt:37,hand:1,handi:[4,31],handl:[1,2,5,7,14,15],handler:14,hang:[17,30,40,43],happen:[30,42],hard:[2,7,18],hardcod:43,hardcord:30,harder:13,haul:31,have:[0,1,2,3,4,5,6,7,9,10,11,13,14,15,17,19,22,25,26,27,28,29,30,31],head:[13,41],header:28,heavi:2,height:[3,30],help:[10,20,27,28,30,40],here:[7,9,27,29,30,32,34,35,37,40,41,42],high:[2,3,8,10,18,30,31,34,35],higher:30,highest:9,highli:[15,42],highlight:13,hipchat:[0,3,27,30,32,33],hipchat_auth_token:30,hipchat_enabled:[13,30],hipchat_opts:[13,30],hire:15,hiredi:27,histogram:[32,33,35,37],histogram_bin:[2,30,32,33,35,37],histor:[13,18,19,42],histori:5,histroic:18,hoc:[5,10,18,22],hold:[30,38,42],holidai:15,hoop:27,hopefulli:[10,15,18,31,42],horizon:[1,3,9],horizon_ip:30,horizont:42,host:[6,9,14,17,30,33,38,39,40,41,43],hostnam:[2,27,30,41,42],hour:[9,15,30,32,33,35,37],how:[3,9,13,15,18],howev:[1,2,3,4,7,9,10,13,14,15,18,22,24,27,30,31,40,41,42],htm:28,html:[4,22],htpasswd:[13,42],http:[2,4,6,13,15,20,22,23,24,28,29,30],httpd:[13,42],human:1,hundr:18,hung:[14,17],iat:27,iblpbj9h2zxhntl6itxikntneygw__v5uopvfpolscrwj5ymczxi4qqtms8g8enkzbpl7xes3jv:4,idea:[10,28],ideal:[10,27,42],idempot:13,ident:[2,30,40],identifi:[28,30],ifram:42,iget:27,ignor:[27,30,41],ignore_na:27,ilk:10,iloc:27,imag:[1,5,15,18,23,28,30],image:28,immedi:[2,9],impact:[2,3,14,41],implement:[2,3,7,13,14,17,18,24,27,28,41,42],important_metr:30,importantli:[3,5,10,29],importantly:30,impress:28,improv:[2,18],in_skip_list:36,includ:[1,23,24,25,26,30],include:[1,22],incom:[9,11,30],incompat:[22,41],incomplet:1,incomplete:30,inconveni:7,incorrectli:23,increas:[2,15,28,30,32,33,35,37,40],incur:2,inde:28,indeed:1,independ:[3,7,17],index:[12,22,30,38,39],indic:[32,33,35,37,42],individu:[3,5,13],infeas:1,infil:36,info:[2,3,6,27,30,39],inform:[3,7,28,30,32],infrastructur:[22,40],infrequ:30,ingest:28,inipars:27,init:[6,41],initi:[10,36,41],initial:[35,36],inject:[28,42],inline:4,inplement:28,input:[5,18,20,34,35,37],insert:[3,4,11,38,40],insid:30,insight:13,inspir:15,instal:[6,10,13,19,23,25,26,27,29,30,41,42],install:13,instanc:[7,9,27,30,42],instead:[2,15,32,33,35,37],instruct:41,integ:3,integr:[5,12],intend:3,intens:[1,3,15,30],interact:31,interest:[2,29],interestingli:2,interfac:10,internet:[28,40],interpol:[7,30],interv:[14,17,32,33,37],intial:[32,33,34,35,36,37,38],introduc:[3,5,27,30,43],introduct:1,intuitiv:15,invok:32,involv:41,iotop:27,iptabl:13,is_anomalously_anomal:[32,33,37],isn:15,isol:[27,29],issu:[9,13,17],item:30,iter:[1,2,3,7,35],itself:[10,13,17,28,32,40],javascript:[30,39,42],jinja2:27,job:[18,20],jpeg:28,json:[1,5,10,15,30,32,33,39,42],jsonp:39,jump:27,jun:2,just:[1,3,9],keep:[8,14,30,40,42],kei:[1,3,10,11,15,20,30,32,33,36,37,39,41,42],kepler:28,kera:10,keyword:28,kill:6,know:[4,10,15,20],knowledg:13,known:[10,13,15],kolmogorov:[32,33,35,37],ks_test:[2,30,32,33,35,37],kwarg:39,l242:2,lack:14,lag:[15,30],land:[34,35,37],languag:[7,18],languitar:[22,43],larg:[1,2,3,5,15,18,20,28,30,40,41],larger:[1,32,33,35,37],largest:41,last:[2,3,14,22,27,28,32,33,34,35,37,41,43],last_alert:42,latenc:30,later:[2,13,19,27],latest:[18,30,32,33,35,36,37,42],layout:[4,22],learn:10,least:[2,13,31,32,33,35,37],least_squar:[2,30,32,33,35,37],leav:[1,2,30],led:14,legaci:27,leisur:41,lend:13,length:30,less:[1,2,3,9,10,15,28,30,32,33,34,35,37,40,41,42],less_than:[3,30,34],let:[4,11,15,22],level:[8,13],lib64bz2:29,lib:[4,42],libfreetype6:29,libgdbm:29,libncurses5:29,libncursesw5:29,libpng:29,librari:18,libreadline6:[25,26,29],libsqlite3:29,libssl:29,libxft:29,lift:[2,41],lightcurv:28,lighttpd:42,like:[1,2,3,4,8,10,14,15,17,30,31,40,41,42],limit:[1,3],limit_remote_addr:39,line:[1,2,4,9,12,13,22,30,41,42],link:13,linod:13,linux:27,list:[1,2,3,6,27,30,32,33,39],listen:6,listen_pickl:36,listen_udp:36,littl:[1,2,15,18,28,41],llc:28,load:[3,5,15,31,36,40],load_avg:2,load_metric_var:[30,37],loadavg:2,local:[5,6,9,22,31],localhost:13,locat:[1,30,41],lock:[2,17,27,40],lockfil:27,log:[7,9,12,13],log_error:42,log_local4:30,log_messag:42,log_path:[14,30],log_request:42,log_warning:30,logger:[2,32,33,36,37,42],logic:[2,5,18],logrot:14,logstash:14,london:30,longer:[2,8,13,15,18,27,30,43],look:9,loop:[7,9],los_angel:30,lose:[2,15],lot:[2,3,10,13,14,27,30,40,41],lots:30,low:[2,3,15,28,30,31],lower:[3,23,30,34,35,40],luk1:14,machin:[2,5,9,10,13,14,18],made:[2,7,28,40,41],mai:[1,2,3,8,9,13,14,15,20,22,27,29,30,31,41,42],main:[2,3,6,18,25,26],mainstream:27,maintain:18,major:[1,43],make:[1,4,13,14,15,18,20,22,27,29,30,40,41],make_altinstal:42,man:[34,35,37],manag:[2,5],mani:[1,3,9,14,20,28,30],manner:[2,5,13,30],manual:[13,41],margin:28,mariadb:[18,27],marian:[18,42],markupsaf:27,master:[2,41,43],match:[1,2,3,13,15,27,30,32,33,34,35,39,42],matplotlib:[1,5,10,23,27],matrix:2,matur:14,max_analyzer_process_runtime:[30,43],max_queue_size:[9,30,36],max_resolution:30,max_tolerable_boredom:[1,30],maximum:[2,30],may:13,mayb:[3,7,15,24,30,35,40],md5:13,mean:[1,3,6,15,17,18,23,27,29,30,32,33,35,37,40,42],mean_subtraction_cumul:[2,30,32,33,35,37],meant:[5,9],measur:[32,33,35,37,42],mechan:[17,37],median:[32,33,35,37,40],median_absolute_devi:[2,30,32,33,35,37],median_tim:30,mel3bw7w_uhmhqtopvnedst4itohepmyyg79iwexaqwezfdihdiwtszne3hahtjhifv4hbnsmlxmisiicjhqneaem0p9xw0rxcomak_h8:4,memori:[1,2,11,15,18,30,40],mention:[28,31,41],menu:22,merg:[2,22,43],meric:[32,33],messag:[7,30],messagepack:1,meta:[32,33,37],metadata:[5,19,22,27],method:[3,5,9,28,30,32,33,37,42],methodolog:[1,3],metric1:[3,30],metric2:[3,30],metric3:30,metric4:30,metric5:30,metric:[0,1],metric_alert:34,metric_check_fil:[35,38],metric_expiration_tim:34,metric_min_averag:34,metric_min_average_second:34,metric_nam:[32,33,34,36,37],metric_namespac:30,metric_timestamp:30,metric_trigg:34,metric_valu:37,metric_var:30,metric_vars_fil:30,metricsgraph:24,mget:20,microframework:8,midnight:14,million:[28,40],min_average:[3,30,34],min_average_seconds:[3,30],min_period:27,min_tolerable_length:[1,30],mind:[1,14,30],mini_duration:[20,30],mini_namespace:30,minim:[2,3,5,18,25,26],minimum:30,minor:[23,25,26],minu:[32,33,35,37],minut:[1,3,13,15,28,30,32,33,34,35,37,40],mirage_alert:[16,30],mirage_algorithm:[16,30],mirage_algorithms:[15,30,37],mirage_check_path:[15,30],mirage_consensus:30,mirage_crucible_enabled:[5,30],mirage_data_folder:[15,30],mirage_enable_alerts:[15,30],mirage_enable_second_order:30,mirage_stale_seconds:[15,30],mirageag:37,mirror:5,miscellan:5,misconfigur:42,miss:[13,15,41],mitig:[2,30,40,42],mix:42,mkdir:[6,13,15,29],mkdir_p:[30,34,37],mock:27,mod_wsgi:42,mode:[2,14,18,30],model:[1,2,3,15,18,28,32,33,35,37],modif:[4,22],modifi:[1,2,3,13],modul:[2,5,7],modular:18,moment:[24,27,28,30],momentj:30,monit:[17,40,41],monitor:[3,12,14],month:28,more:[1,2,3,4,5,7,8,9,10,11,15,18,22,28,29,30],morn:15,most:[1,2,3,13,15,30,34,35,40,41],mostli:[7,30,43],move:[27,30,32,33,35,37,41],msg:42,msgpack:27,msgpack_python:6,much:[1,14,15,22,28,31,40,41,42,43],multi:[15,28],multipl:[3,14,15,28,30,32,33,38],multiprocess:1,must:[1,2,13,15,18,29,30,35,42],mute:2,mutliprocess:30,mysql:[2,13,18],mysql_id:42,mysql_insert:38,mysql_select:[30,38],n2n7fwomvnvkjr_lh8mazictwx7e3v5zv8mvhz8efv0g00:4,nagio:18,name:[1,4,5,9,30,32,33,34,35,36,37,39,41,42],namespac:[0,1,2,3,10,15],nativ:42,natur:[7,13,28,30,31,42],ncurs:[25,26,29],neater:42,necessari:[13,14,29,41],necessarili:[5,8,15,28,30],need:[1,2,4,6,7,9,10,13,18,22,27,30,32,33,35,37,39,40,41,42],neeed:30,neg:3,negat:[16,30],negate_analyzer_alert:37,negate_analyzer_alerts:30,negate_hipchat:37,negate_syslog:37,neither:9,neocortex:[1,28],nest:30,network:[6,40],never:[2,15,30,31],next:[6,32,33,35,37],nginx:42,nice:[3,28],nicolasmil:28,node:[13,17,30],nois:[3,10,15,18,28,30,32,33,35,37],noisi:[3,10,15,18,28,30,34,35],nometr:[3,30],non:[0,14,15,32,33,35,37],none:[1,17,30,38,39],normal:[4,9,10],normalis:15,nose:27,note:[0,1,3,6],noth:30,notic:30,now:[1,2,3,4,6,8,10,13,15,18,20,22,24,25,26,28,29,30,39,40,41,42,43],number:1,number_of_anomalies_to_store_in_panorama:30,numenta:28,numer:42,numpi:[6,18,27,28],numstat:30,nupic:10,object:[30,36,37],oblig:1,obviou:[9,10,28],obvious:13,occassion:30,occur:30,oculu:[20,28,30,36,40],oculus:40,oculus_host:30,off:[1,3,10,11,15,30,34,35,40],offic:15,office:15,offload:[2,5,42],often:[1,5,30,42],okai:40,old:[6,11],older:[9,27,30,36,43],onc:[0,13,20,32,37],once:[3,6,9,10,11,13,18,29],one:[20,31],ongo:[7,10],onli:[1,2,3,6,9,10,11,14,15,18,19,28,29,30,34,40,42],onlin:10,only:[3,27,30,43],onto:[11,30,40],open:[4,18,42,43],openssl:29,oper:[5,13,14,18,28,30,31],oppos:20,opt:[0,2,3,4,13,19,29,30,41],optim:[2,18],optimis:14,optimiz:1,optimum:[1,30,40,41],option:[9,13,15,27,30,31,42],optional:[13,29],opts:0,orang:42,orchestr:42,order:[2,9],ordereddict:27,org:[4,6,29,42],organ:7,origin:[1,2,4,10,18],oscil:30,other:[1,3,5,6,7,8,10,13,15,18,19,27,28,30,31,32,33,35,37,41,42,43],otherapp:30,otherwis:30,our:[2,15,28],out:[5,10,11,13,15,30,32,33,35,37,40,41],output:[4,22,30],output_object:30,outsid:[32,33,35,37],outstandingli:18,over:[4,7,9,10,15,17,28,30,31,32,33,35,36,37,40],overal:[1,2,28,30,31],overcom:18,overhead:[1,2,28,29],overkil:42,overrid:42,overridden:30,overview:[10,12],overwrit:[24,30,43],overwritten:14,own:[3,5,10,13,14,15,27,28,30,31,40,42],pack:[9,20,30,42],packag:[4,6,12,13,16,18,22,27,29],packet:30,page:[2,12,13,39],pagerduti:[0,3,30,32,33],pagerduty_enabled:[13,30],pagerduty_opts:[13,30],pain:14,paint:30,panacea:10,panaroma:[30,39],panda:[13,18,23],pandas_version:[27,30],panorama:[2,5],panorama_anomali:39,panorama_check_path:30,panorama_database:30,panorama_dbhost:30,panorama_dbport:30,panorama_dbuser:[19,30],panorama_dbuserpass:[19,30],panorama_enabled:[3,13,30],panorama_expiry_time:[19,30],panorama_processes:30,panorama_request:39,panoramaag:38,par:10,parallel:15,paramet:1,parent:[1,3,30,32,33,35,43],parent_pid:[32,33,34,35,36,37,38],pars:[14,39],parser:27,part:[2,18,20,41],parti:30,particular:[1,28],partli:10,pass:[5,9,32,33,35,39,42],passiv:[3,18],password:[13,19,30,39,42],past:[1,30,31,32,33,37],patch:23,path:[0,4,13,15,19,22,23,29,30,34,35,37,38,41],path_to_your_skyline_repo_directory:4,patsi:[6,27],pattern:[2,3,5,7,9,10,15,23,25,26,28,41,42],paus:[14,30],pdf:15,peak:[15,28,40],peaki:[3,28],pep20:43,pep8:7,pep:7,per:[1,3,15,23,24,25,26,28,30,32,34,37,40,42],percent:2,perfect:[3,10],perhap:[4,10,27,28],period:[1,10,15,28,30,42],permiss:13,perspect:14,pertain:27,phone:15,pick:[1,30],pickle_port:30,pickle_safe:36,pickle_str:36,pictur:[15,18],pid:30,pid_path:30,pink:30,pinpoint:14,pip2:13,pip:[6,10,13,23,25,26],pipe:30,pipelin:[10,14,18,31],pkg_resourc:29,pkill:6,place:[6,7],plain:41,plantuml:4,pleas:[4,6,27,30,41,42],plethora:2,plot:[1,5,10,15,23,30,43],plot_redis_data:[1,23,30],png:[4,5,10,15,25,26],pnorama:41,pocoo:42,point:[1,2,3,8,9,10,13,14,15,18,20,27,28,29,30,32,33,34,35,37,41],pool:15,pop:11,popul:[9,32,33,36,41],port:[4,6,8,9,11,13,18,30,36,39,42],portion:3,posit:3,possibl:[1,2,3,7,13,27,28,29,30,40,42],post:2,potenti:[14,42],power:2,practic:13,pre:[2,30],predict:9,prefer:7,prefix:[29,30],present:[1,42],pressur:40,presum:9,pretti:8,prettier:42,prevent:[9,30,43],previou:6,primari:9,primer:9,print:[30,38],probabl:[1,2,3,8],problem:[10,17],procedur:30,process:[1,2,3,6,7,10,11,13,14,15,17,18,19,30,32,33,34,35,36,37,38,40,41],prod:14,produc:[22,32,33,35,37],product:[9,14,30,40],profil:[2,28],project:[0,4,6,10,13,18,29,32,33,35,37],proper:[1,25,26,42],properli:[13,42],propos:20,protocol:[9,30],prove:[1,18],proven:3,provid:[2,3,5,10,13,22,28,30,42],provis:13,proxi:[13,42,43],pseudo:30,publish:[15,18,42],pubsub:42,pull:[1,3,13,23,24],pure:28,purg:[11,36],purpl:30,purpos:[2,14,17,43],put:[11,40],py2712:[0,13,29],pyc:4,pyculiar:28,pycurl:27,pygerduti:[27,30],pygpgm:27,pypa:27,pypars:27,pypi:[25,26,28],python2:[4,7,13,29],python3:7,python:[0,1,2],python_major_version:[13,29],python_vers:35,python_version:29,python_virtualenv:[0,4,13,29],python_virtualenv_dir:[0,13,29],pytz:27,quantiti:18,queri:[1,3,5,15,18,20,30,38,39,42],question:28,queu:5,queue:[5,9,11,30,32,33,36,40],quick:[9,28],quicker:2,quickest:41,quit:[2,3,4,13,14,28,31,41,43],quot:7,quotat:7,radar:28,ram:[1,2,13,40],ran:2,rang:[1,3,15,18,23,30],rather:[3,8,32,37,41,42],rational:5,raw_timeseri:[32,33],rcarbon:17,reach:[15,18],read:[1,11,30,36],read_al:36,readlin:[25,26,29],readline5:29,real:[2,9,13],realist:[9,10,15],realiti:[9,14,43],realli:[4,10,13,15,17,22,28,30,31,40,42,43],realm:[3,28],realtim:[28,30],reason:[1,2,8,14,30,42],rebrow:[18,22,39],rebrow_kei:39,rebrow_server_db:39,receiv:[1,13],recent:[3,9],recipi:[30,32,33],recogn:30,recommend:[13,14,29,30,41,42],record:[2,19,30,42],record_algorithm_error:[32,37],red:[1,42],redhat:[25,26],redi:[1,3,5],redis_socket_path:[13,30],reduc:[2,15,28,30,32,33,35,37,40],redund:9,refer:[7,23],referenc:[22,41],regard:[13,42],regardless:[29,41,42],reinstal:27,rel:14,relai:[9,17,30],relat:[1,2,4,5,9,13,22,23,24,29,30,40,41,42,43],relay_method:9,releas:12,relev:[28,30,40,42],reli:1,reliabl:[12,30],remain:[2,30],remark:28,rememb:[13,19],remov:[18,28],render:[4,24,30,42,43],repeat:13,repetit:7,replac:[6,22,41,42],repo:[19,22,25,26],report:[9,13,14,30,32,37,41,42],repositori:6,represent:[1,28],request:[1,6,27],requir:[2,4,5],requires_auth:39,reserv:7,resolut:[9,15,18,30,37,40],resoluton:30,resolv:17,resourc:[4,5,10,18,22,32,40],respect:[1,2,11,32,33,35,36,37],respons:[1,11,15,19,36,39],restart:[11,13,14,15,17,41],restrict:[13,22,27,30],restructur:[4,18,22,43],result:1,retent:[5,15,30],retriev:[15,42],retrospect:5,revers:[13,42,43],revert:30,review:[10,41],reward:28,riemann:10,right:[6,14],roadmap:[10,12],robust:1,role:[5,10,23],roll:30,roof:2,room:[0,30,32,33],roomba_grace_time:30,roomba_processes:30,roomba_timeout:[30,43],rotat:14,rout:[15,28],row:28,rpm:[15,27,28,30],rsyslog:[14,30],rubi:[7,28],ruk2:14,rule:[7,9,13],run:[1,2],run_algorithm:35,run_optimized_workflow:1,run_selected_algorithm:[32,33,34,37],run_tim:[30,41],run_timestamp:[35,37],runawai:14,rundown:22,runtim:2,safe:[22,39],safeunpickl:36,sai:[2,3,14,22],said:[2,10,13,17,41,43],sake:41,same:[1,2,17,18,28,30,42],sampl:[3,14,19,30,32,33,35,37],sanctuari:15,sandi:[1,40],sane:40,saturdai:15,save:30,scapel:3,scenario:14,schema:[19,20,30],scheme:20,scientif:[18,28],scikit:[6,10,28],scipi:[6,18,27,28],scope:43,score:[28,32,33,35,37],script:[11,14,17,19],search:[12,19,42],season:[1,10,15,28],seasonal_pub1:15,seasonal_pub_freddi:15,second:[1,2,3,9,15,17,19,20,30,32,33,35,37,40],second_order_resolution_hours:[15,30],second_order_resolution_second:37,section:[13,29,41,42],secur:[13,22],sed:4,see:[1,2,3,7,9,10,11,13,14,15,18,19,20,22,23,29,30,40,41,42,43],seed:13,seed_data:13,seem:[3,4,9,10,15,22,31,42],seen:[2,7,15],select:[15,24,30,32,33,34,37,38,39,42],self:[18,30,32,33,34,36,37,38],send:[1,2,3,9,10,15,27,30,32,33,39],send_graphite_metr:[30,33],sender:30,sensit:[15,30,32,33,35,37],sent:[0,1,15,30,31],sep:6,separ:[3,30,31,43],seq:34,seri:[23,27,30,32,33,35,37],serv:[13,22,39,42,43],server:[1,2,3,4,6,11,13,19,30,39,40,41,42],server_metrics_name:[13,30],servic:[1,9,11,13,15,19,20,22,28,30,42],set:[0,1],setup:[2,3,10,13,25,26,29,41,43],sever:30,shall:43,shard:[30,41],share:[11,30,40],shelf:10,shell:7,shewhart:1,shift:42,ship:30,should:[0,1,2,3,4,7,9,13,14,17,22,27,28,30,36,37,40,41,42,43],show:[2,23,39],shuffl:5,side:[8,39,42],sigma:[1,32,33,35,37],signal:[15,30],signific:[3,5],similar:[1,3,5,10,28,30,40],simpl:[1,2,4,5,10,17,18,27,30,32,33,35,37,42,43],simplejson:27,simpler:8,simplest:5,simpli:[1,2,9,10,14],simplifi:4,sinc:[6,22,30,40,43],sing:10,singl:[1,2,3,7,30,42,43],site:4,situ:41,six:27,size:[1,9,18,30,32,33,35,37,40],skew:[2,30,42],skip:[3,30],skip_list:[30,36,40],skip_mini:36,sky:12,skylin:[0,1,2,3,4,5],skyline2711:4,skyline_app:[14,30,33,35],skyline_dir:41,skyline_funct:[16,24],skyline_htpasswd:13,skyline_test:[0,30,41],skyline_tmp_dir:[2,30],skyline_vers:16,slack:30,slack_enabled:30,slash:30,sleep:2,slept:2,slightli:7,slope:28,small:[2,4,9,22,30,41],smaller:[2,12,30,32,33,35,37],smirnov:[32,33,35,37],smtp_opts:[13,30],snakeviz:2,snapshot:5,snippet:9,snychronis:9,sock:[13,30,36],socket:[11,13,30],sole:2,solid:18,solv:17,some:[2,3,6,7,9,10,13,14,15,17,18,22,23,25,26,27,28,29,30,31,40,41,42,43],someapp:30,someon:[25,26,42],someth:[1,4,7,14,17,18,22,40,41,42,43],sometim:30,somewhat:[2,3,5,7,15,18,43],soon:[9,10],sorri:9,sort:[1,13],sourc:[0,3,5,6,9,13,15,18,29,30,32,33,34,35,36,37,38,39],space:[5,10,14],spars:28,spawn:[1,2,3,30,32,33,37,38,43],spec:2,special:[2,20],specif:[1,2,3,5,7,10,13,15,18,28,29,30,39,42],specifi:[3,24,30,32,33,43],spectra:28,speed:[30,40],spent:8,spew:[32,37],sphinx:4,spike:2,spikei:15,spin_process:[1,32,33,34,35,37,38],spit:40,sql:[19,42],sqlite:29,squar:[32,33,35,37],squeez:6,src:[2,6,41],ssd:[1,2,13,40],ssl:27,stabl:[6,30],stack:10,stackoverflow:24,stage:13,stale:[1,30],stale_period:[1,30],stall:30,stand:2,standard:[3,7,28,32,33,35,37,41,42],standardis:5,stanwai:[5,15],start:[1,3,6,7,9],stat:[2,5,9,27,28,30],state:[13,18,22,27,30,42],stationar:[32,33,35,37],stationari:[32,33,35,37],statist:1,stats_count:[15,28,30],statsd:[18,30],statsd_host:31,statsmodel:[6,27],statu:30,stddev:27,stddev_from_averag:[2,30,32,33,35,37],stddev_from_moving_averag:[2,30,32,33,35,37],stdout:14,steinbach:[18,42],step:2,stick:8,still:[2,3,7,9,15,18,27,34,35,40,41,42],stmp:30,stop:[11,18,30,32,37,41],storag:[5,20,28,30],store:[1,5,10,18],str:[30,32,37,38,39],straight:[10,13],strategi:[1,30,32,33],stream:[9,14,18,28,36],strictli:43,string:[7,9,20,30,32,36,37,38,39],structur:[5,18,22,29],struggl:6,stuff:8,style:7,subdomain:30,submit:[14,22,30],submodul:16,subpackag:16,subprocess:30,substanti:[2,5,41],substitut:29,substr:[32,33],subtract:[32,33,35,37],sudo:6,suffer:20,suffic:[9,24],suffici:[3,15,17,40],suggest:[2,4,22,25,26],suit:[3,5,15,29,30,34,35],sum:[18,30,40],summer:15,sundai:15,supervisord:41,support:[9,20,27,28,30],sure:[1,13,29,30,41],surfac:[1,3,15,30,42],surface_graphite_metric_data:37,surpress:30,surprisingli:2,svg:4,sword:3,synchronis:9,syslog_enabled:30,syslog_opts:30,system:[9,10,13,15,18,27,28,29,30],tail:[13,41],tail_avg:[32,33,35,37],take:[10,13,15,30,40,41,42],tame:18,tar:[25,26,29],target:30,target_hours:30,tbd:5,technic:13,techniqu:28,technolog:18,tell:9,tempor:15,ten:35,tensorflow:10,term:[2,3,4,5,9,14,15,18,22,27,28,30,31,32,33,35,37,41,42],termin:[30,43],test1:[30,38],test2:[30,38],testament:18,tgz:29,than:[1,2,3,5,8,9,10,13,15,17,18,28,30,32,33,34,35,36,37,41,42,43],thank:[2,4],the_user_password:30,theano:10,thei:[1,2,3,10,11,13,15,18,20,30,31,35,40,41,42,43],them:[0,1,9,10,11,13,18,30,32,33,35,40,41],themselv:[28,32,37],theori:22,therefor:[2,8,13,14,22,40,42],thi:[1,2,3,4,5,6,7,8,9,10,13,14,15,17,18,20],thicker:42,thing:[3,7,8,9,10,13,14,18,23,25,26,27,28,30,31,37,39],think:[9,10,15],thinner:42,this_host:38,those:[2,15,28,30],thousand:18,thread:[14,30,32,33,34,35,36,37,38,40],three:[32,33,35,37],threshold:[2,3,15,18],through:[1,2,3,5,6,7,9,10,11,14,27,30,31,40,41,42],ticker:42,ticket:15,time:1,timedrotatingfilehandl:14,timefram:28,timelin:[17,40],timeout:[13,30,32,33],times_run:[2,30],timeseri:[1,2,3,5,10,14],timeseries_fil:35,timeseries_nam:35,timestamp:[9,20,30,35,42],timestep:36,timezon:[24,30,42],tin:3,tm6pueauqm8ha6khnqqsvd12pqahlgrxad3yslxrwthego_fn7zyhrbcm7jk4ktmsd8nbqyqu5gtrqnyuxhm68y44n3wa:4,tmp:[2,13,30,32,37],todai:5,todo:[32,33,37],ton:[32,37],too:[1,2,3,5,7,9,10,15,17,18,28,30,40,41,43],tool:[1,2,15],tooshort:[1,30],tornado:27,total:[1,2,28,30,42],total_metr:[41,42],total_tim:[2,30],tps:[1,40],traceback:[32,37],traceback_format_exc:[32,37],traceback_format_exc_str:[32,37],tradit:22,traffic:40,trail:[15,30],train:[1,28],transmit:30,transpar:22,transport:[9,28,31],tree:[5,43],trend:[32,33,35,37],tri:27,trigger:[0,1],trigger_alert:[32,33,34,37],trigger_negat:37,trigger_value:[3,30],trim:[11,30,36],trivial:[10,14],troubl:30,trough:[15,28],truli:28,trust:42,trusted:42,truth:18,tupl:[0,1,3,10,14,15,19,30,32,33,38,41],turn:[30,42,43],tutori:6,tweak:[32,33,35,37],twice:30,two:[2,3,9,11,20,30,32,33],type:[3,4,11,13,15,24,28,30,32,36,37,38,39],ubuntu:[25,26],udp_port:30,ugli:3,ultim:1,uml:[4,23,25,26],unab:43,unauthor:42,under:[28,40,43],understand:[10,14,15,31],undertaken:[2,4,22],undoubtedli:[2,14],unexpectedli:30,unfortun:28,uninterest:31,unintuit:14,uniqu:[1,3,20,32,33],unique_metr:[3,32,33],unique_nohash:34,unittest2:27,unix:[30,42],unixsocket:13,unixsocketperm:13,unknown:30,unless:[10,13,15,27,30],unlimited:30,unneed:42,unoptim:[2,30],unpack:[32,33],untick:28,until:30,until_timestamp:[30,42],updat:[1,2,5,6,13,20,23,24,25,26,28,43],update:[6,23],upfront:[10,28],upgrad:[2,13,27,41],upgrade:[12,13],upon:1,upper:[23,30,40],upqex2a6u4eyzcqwstdgpxdlkrywx1bajegrx0ufdtsrugibttvvxslxo53hmxsw:4,url:[6,30,39],urlgrabb:27,urlsafe_base64_encod:39,usag:[2,30,38],use:[13,29],use_flow_control:9,use_python:13,used:[28,30],user:[10,13,14,15,19,30,31,41,42,43],usernam:[30,39,42],usual:13,utc:30,util:[0,9,13,32,33,34,35,37],vacuum:36,valid:[2,22,30,39,42],valu:1,values:38,variabl:[2,3,7,10,13,15,24,27,30,43],variat:40,variou:[15,18,28,32,42],varnish:28,vcore:[1,40],vcpu:[2,13],veri:[1,2,3,9,13,14,15,17,18,20,30,31,41,42,43],verif:42,verifi:[27,40],verify_alert:0,version:[2,6,9,13,18,23,24,25,26,27],very:[3,30],via:[7,9,10,13,14,15,18,22,27,28,30,32,33,42,43],viabl:28,view:[1,10,13,14],vim:6,vip:15,virtaulenv:27,virtualenv:[0,12,13,27],visual:[1,8,28,42],visualis:[30,42],vitualenv:27,vmprof:2,volum:2,vommit:7,vote:1,wai:[1,2,7,9,13,14,18,20,29,41,42,43],wait:[13,30,32,33],want:[0,1],warn:[2,29],wasn:18,watch:15,web:[6,8],webapp:[1,7],webapp_allowed_ips:[13,30,39,42,43],webapp_auth_enabled:30,webapp_auth_user:[13,30,42,43],webapp_auth_user_password:[13,30,42,43],webapp_fixed_timezone:[30,42],webapp_ip:[6,13,30,42],webapp_ip_restricted:30,webapp_javascript_debug:30,webapp_port:[13,30,42],webapp_server:30,webapp_user_timezone:[30,42],week:15,weekdai:15,weekend:15,weekli:15,weigh:2,welcom:1,well:[1,3,6,13,15,18,28,30],went:[2,15],were:[1,2,7,8,9,22,25,26,28],werkzeug:[27,42],wget:[25,26,29],whatev:30,wheezy64:6,when:[1,2,5,7,9,10,13,14,15,20,28,30,32,33,34,35,36,37,38,41],whenev:7,where:[2,3,9,15,28,30,40,41,42,43],wherea:3,wherev:[7,13,18,29],whether:[2,3,13,14,22,24,30,32,33,34,35,37,41],which:[1,2,3,4,5,6,9,10,13,14,15,17,18,22,23,29,30,31,32,33,35,37,38,41,42,43],whichev:41,whisper:[5,41],whole:[3,10,30],whose:42,width:30,wildcard:30,win:[2,28,41],window:[15,42],winter:15,wise:[20,30],wish:[1,14,30],within:[3,15,17,27,28,30,42,43],without:[2,3,4,5,6,7,10,18,32,37],wonder:31,word:[2,29],work:0,worker_processes:[30,36,40],workload:[2,15],works:3,worth:[9,15,29,40],worthi:43,would:[1,2,3,10,11,14,15,27,28,30,31,41,42],wow:10,wrap:[7,25,26],write:[8,14,30,32,40],write_data_to_fil:30,write_to_fil:30,written:[4,17,30,32,37],wrong:14,wsgi:42,wsgirequesthandl:42,www:29,x86_64:27,xss:42,xvluqwubxlarynq3nmhwrmb7l8stq07indqhvno3k5sprhvkoqlkoi750z8aiyo0pxsqsv:4,year:[2,28],yet:2,you:[0,1,2,3,6,9],your:[0,1,2,3],your_:13,your_configuration:6,your_domain:30,your_graphite_host:30,your_hostname:30,your_pagerduty_auth_token:30,your_pagerduty_service_api_kei:30,your_server_ip_address:13,your_skyline_dir:41,your_skyline_host:9,your_skyline_ip:13,yum:[27,29],zip:13,zlfbjwcn3bpdawozmmtklqlo0iigw0eky4ewwrahuqosnlo5yu:4,zlib1g:[25,26,29],zlib:[25,26,29],zone:24,zxvf:29},titles:["Alert testing","Analyzer","Analyzer Optimizations","Boundary","Building documentation","Crucible","Debian and Vagrant Installation Tips","Development","Development - Webapp","Getting data into Skyline","Getting started","Horizon","<span class=\"skyblue\">Sky</span><span class=\"red\">line</span> documentation","Installation","Logging","Mirage","skyline","Monitoring Skyline","Overview","Panorama","Redis integration","Release Notes","1.0.0 - the crucible branch","1.0.1 - the crucible branch","1.0.2 - the crucible branch","1.0.3 - the crucible branch","1.0.3 - the crucible branch","Requirements","Roadmap","Running Skyline in a Python virtualenv","skyline package","Skyline and friends","skyline.analyzer package","skyline.analyzer_dev package","skyline.boundary package","skyline.crucible package","skyline.horizon package","skyline.mirage package","skyline.panorama package","skyline.webapp package","Tuning tips","Upgrading","Webapp","What&#8217;s new"],titleterms:{"default":42,"function":42,"new":[18,43],access:42,add:10,adding:9,agent:[32,33,34,35,36,37,38],alert:[0,1,32,33],alerts:10,algorithm:[1,2,3,32],algorithm_breakdown:[22,43],algorithm_except:30,algorithms_dev:33,analyz:[1,2,10,15,22,32,41,43],analyzer_dev:33,anomali:10,anomaly_breakdown:[2,43],apach:42,app:[10,14,18],applic:42,approxim:[2,42],architectur:18,audienc:13,auth:42,autom:13,backend:39,basic:42,benchmark:2,beta:43,between:15,boundari:[3,10,34,43],boundary_alert:34,boundary_algorithm:34,box:6,branch:[22,23,24,25,26,43],brief:18,buckyserv:31,build:4,can:15,cannot:15,chang:[27,41,43],check:5,clone:41,close:31,closest:42,com:15,conceptu:43,configur:[3,6,13],consider:2,constel:28,content:[30,32,33,34,35,36,37,38,39],count:2,creat:[19,29],crucibl:[5,10,22,23,24,25,26,35,43],crucible_algorithm:35,data:[9,28],databas:19,debian:6,depend:[6,29],deploi:42,deploy:40,detect:10,detect_drop_off_cliff:3,develop:[7,8],differ:15,directori:41,document:[4,12,22,43],doe:[1,3,5,15],dry:7,enabl:[10,15],environ:27,error:28,etsy:43,exampl:[1,15],exception:1,execut:2,explanat:1,extra:6,famili:27,feedback:31,file:5,firewal:42,fits:28,flask:8,friend:31,full_duration:9,further:28,get:[6,9,10],grade:42,graph:[1,2],graphit:[17,28,31,41],gunicorn:[39,42],handl:[22,43],have:41,histori:18,horizon:[10,11,36],how:20,howto:29,http:42,improv:28,improve:[22,43],increment:10,indice:12,infrastructur:42,installat:[6,13],integr:20,intend:13,interpretor:4,ionospher:28,issu:22,journei:10,just:10,kiss:17,known:22,learn:28,limit:15,listen:[9,11,36],log:[14,17,22,41,42,43],logstash:31,look:[18,41],loop:31,machin:28,manag:[13,43],mani:31,matter:15,messagepack:9,meteor:28,methodolog:14,metric:[2,20,22,41,43],might:10,mini:20,mirag:[1,10,15,37,43],mirage_alert:37,mirage_algorithm:37,modifi:14,modul:[10,30,32,33,34,35,36,37,38,39],monitor:17,more:31,multiprocess:2,mysql:19,nab:28,namespac:[20,41],nasa:28,neg:28,negat:37,normal:15,note:[9,13,21,41],number:2,nupic:28,nutshel:18,old:18,optim:[22,41],optimis:43,optimiz:2,order:15,origin:28,overlaid:28,overview:[15,18,42],packag:[30,32,33,34,35,36,37,38,39],panda:27,panorama:[10,19,22,38,42,43],paramet:10,percentag:28,perform:[2,22,28,43],philosophi:1,pickl:[9,17],pip:27,posit:28,predict:28,preserv:14,probabl:10,process:43,processor:2,product:42,program:10,progress:18,psuedo:42,push:1,python:[4,6,27,28,29],rank:2,rate:[2,15],real:15,rebrow:42,recent:27,redhat:27,redi:[6,20],refactor:7,relationship:31,releas:[21,22],reliabl:40,request:28,requir:[6,27],restrict:42,result:2,riemann:31,roadmap:28,roomba:[11,36],rst:4,rule:42,run:[3,29],run_optimized_workflow:2,scoreboard:28,secur:42,sensu:31,set:[2,9,10,15,30,41],setuptool:22,simplifi:18,skylin:[6,9,10,12,14,16,17,18,28,29,30,31,32,33,34,35,36,37,38,39,41,43],skyline_funct:30,skyline_vers:30,smaller:40,smtp:1,snyc:9,sphinx:[22,43],start:10,statsd:31,step:[13,41],store:20,structur:41,submodul:[30,32,33,34,35,36,37,38,39],subpackag:30,sudo:[13,29],syslog:14,tabl:12,tcp:9,tenfold:15,test:0,thi:22,thing:41,time:[2,9,42,43],timeseri:[15,20,28],tip:[6,40],tmpf:2,trigger:2,tune:[2,22,40,43],txt:[5,27],udp:9,update:28,upgrade:41,usage:5,using:[2,42],vagrant:6,valu:2,version:29,view:15,virtualenv:29,want:10,web:42,webapp:[8,10,22,39,42,43],weight:2,what:[1,3,5,15,18,20,43],wheezi:6,why:[5,15],work:[2,18],worker:[11,36],workflow:[2,18],world:15,wtf:4,you:10,your:4,zone:42}})
\ No newline at end of file
diff --git a/docs/_build/html/skyline-and-friends.html b/docs/_build/html/skyline-and-friends.html
index 1ec1b3c2..db70344a 100644
--- a/docs/_build/html/skyline-and-friends.html
+++ b/docs/_build/html/skyline-and-friends.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Skyline and friends &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Skyline and friends &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Logging" href="logging.html"/>
         <link rel="prev" title="Redis integration" href="redis-integration.html"/> 
 
@@ -275,7 +275,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.analyzer.html b/docs/_build/html/skyline.analyzer.html
index 898ad2a7..526f2947 100644
--- a/docs/_build/html/skyline.analyzer.html
+++ b/docs/_build/html/skyline.analyzer.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.analyzer package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.analyzer package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.analyzer_dev package" href="skyline.analyzer_dev.html"/>
         <link rel="prev" title="skyline package" href="skyline.html"/> 
@@ -221,7 +221,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <span id="skyline-analyzer-alerters-module"></span><h2>skyline.analyzer.alerters module<a class="headerlink" href="#module-analyzer.alerters" title="Permalink to this headline">¶</a></h2>
 <dl class="data">
 <dt id="analyzer.alerters.skyline_version">
-<code class="descname">skyline_version</code><em class="property"> = 'Skyline (crucible v1.0.3-beta)'</em><a class="headerlink" href="#analyzer.alerters.skyline_version" title="Permalink to this definition">¶</a></dt>
+<code class="descname">skyline_version</code><em class="property"> = 'Skyline (crucible v1.0.4-beta)'</em><a class="headerlink" href="#analyzer.alerters.skyline_version" title="Permalink to this definition">¶</a></dt>
 <dd><p>Create any alerter you want here. The function will be invoked from trigger_alert.
 Two arguments will be passed, both of them tuples: alert and metric.</p>
 <dl class="docutils">
@@ -565,7 +565,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.analyzer_dev.html b/docs/_build/html/skyline.analyzer_dev.html
index ee19e10d..8f86b805 100644
--- a/docs/_build/html/skyline.analyzer_dev.html
+++ b/docs/_build/html/skyline.analyzer_dev.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.analyzer_dev package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.analyzer_dev package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.boundary package" href="skyline.boundary.html"/>
         <link rel="prev" title="skyline.analyzer package" href="skyline.analyzer.html"/> 
@@ -490,7 +490,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.boundary.html b/docs/_build/html/skyline.boundary.html
index 5efd29bd..babe5c96 100644
--- a/docs/_build/html/skyline.boundary.html
+++ b/docs/_build/html/skyline.boundary.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.boundary package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.boundary package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.crucible package" href="skyline.crucible.html"/>
         <link rel="prev" title="skyline.analyzer_dev package" href="skyline.analyzer_dev.html"/> 
@@ -375,7 +375,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.crucible.html b/docs/_build/html/skyline.crucible.html
index d83f577c..f1720faf 100644
--- a/docs/_build/html/skyline.crucible.html
+++ b/docs/_build/html/skyline.crucible.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.crucible package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.crucible package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.horizon package" href="skyline.horizon.html"/>
         <link rel="prev" title="skyline.boundary package" href="skyline.boundary.html"/> 
@@ -417,7 +417,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.horizon.html b/docs/_build/html/skyline.horizon.html
index 3a971547..1051b07c 100644
--- a/docs/_build/html/skyline.horizon.html
+++ b/docs/_build/html/skyline.horizon.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.horizon package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.horizon package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.mirage package" href="skyline.mirage.html"/>
         <link rel="prev" title="skyline.crucible package" href="skyline.crucible.html"/> 
@@ -390,7 +390,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.html b/docs/_build/html/skyline.html
index b7042996..88b53799 100644
--- a/docs/_build/html/skyline.html
+++ b/docs/_build/html/skyline.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="skyline.analyzer package" href="skyline.analyzer.html"/>
         <link rel="prev" title="Roadmap" href="roadmap.html"/> 
 
@@ -2207,9 +2207,9 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-body" />
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>current_skyline_app</strong> &#8211; the skyline app using this function</li>
-<li><strong>metric</strong> &#8211; the metric namespace</li>
-<li><strong>value</strong> &#8211; the metric value</li>
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>metric</strong> (<em>str</em>) &#8211; the metric namespace</li>
+<li><strong>value</strong> (<em>str</em>) &#8211; the metric value (as a str not an int)</li>
 </ul>
 </td>
 </tr>
@@ -2231,7 +2231,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-name" />
 <col class="field-body" />
 <tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>path</strong> &#8211; directory path to create</td>
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>path</strong> (<em>str</em>) &#8211; directory path to create</td>
 </tr>
 <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body">returns True</td>
 </tr>
@@ -2247,9 +2247,17 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-name" />
 <col class="field-body" />
 <tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>metric_vars_file</strong> &#8211; the path and filename to the metric variables files</td>
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>metric_vars_file</strong> (<em>str</em>) &#8211; the path and filename to the metric variables files</li>
+</ul>
+</td>
 </tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body">returns True</td>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">the metric_vars module object or <code class="docutils literal"><span class="pre">False</span></code></p>
+</td>
+</tr>
+<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">object or boolean</p>
+</td>
 </tr>
 </tbody>
 </table>
@@ -2264,14 +2272,17 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-body" />
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>current_skyline_app</strong> &#8211; the skyline app using this function</li>
-<li><strong>file</strong> &#8211; the path and filename to write the data into</li>
-<li><strong>mode</strong> &#8211; <code class="docutils literal"><span class="pre">w</span></code> to overwrite, <code class="docutils literal"><span class="pre">a</span></code> to append</li>
-<li><strong>data</strong> &#8211; the data to write to the file</li>
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>file</strong> (<em>str</em>) &#8211; the path and filename to write the data into</li>
+<li><strong>mode</strong> (<em>str</em>) &#8211; <code class="docutils literal"><span class="pre">w</span></code> to overwrite, <code class="docutils literal"><span class="pre">a</span></code> to append</li>
+<li><strong>data</strong> (<em>str</em>) &#8211; the data to write to the file</li>
 </ul>
 </td>
 </tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">returns True</p>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><code class="docutils literal"><span class="pre">True</span></code> or <code class="docutils literal"><span class="pre">False</span></code></p>
+</td>
+</tr>
+<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">boolean</p>
 </td>
 </tr>
 </tbody>
@@ -2287,13 +2298,16 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-body" />
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>current_skyline_app</strong> &#8211; the skyline app using this function</li>
-<li><strong>failed_check_dir</strong> &#8211; the directory where failed checks are moved to</li>
-<li><strong>check_file_to_fail</strong> &#8211; failed check file to move</li>
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>failed_check_dir</strong> (<em>str</em>) &#8211; the directory where failed checks are moved to</li>
+<li><strong>check_file_to_fail</strong> (<em>str</em>) &#8211; failed check file to move</li>
 </ul>
 </td>
 </tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"><code class="docutils literal"><span class="pre">True</span></code>, <code class="docutils literal"><span class="pre">False</span></code> <code class="docutils literal"><span class="pre">pass</span></code></p>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><code class="docutils literal"><span class="pre">True</span></code>, <code class="docutils literal"><span class="pre">False</span></code></p>
+</td>
+</tr>
+<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">boolean</p>
 </td>
 </tr>
 </tbody>
@@ -2315,20 +2329,23 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-body" />
 <tbody valign="top">
 <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>current_skyline_app</strong> &#8211; the skyline app using this function</li>
-<li><strong>metric</strong> &#8211; metric name</li>
-<li><strong>added_by</strong> &#8211; which app requested the alert_expiry_check</li>
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>metric</strong> (<em>str</em>) &#8211; metric name</li>
+<li><strong>added_by</strong> (<em>str</em>) &#8211; which app requested the alert_expiry_check</li>
 </ul>
 </td>
 </tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"><code class="docutils literal"><span class="pre">True</span></code>, <code class="docutils literal"><span class="pre">False</span></code> <code class="docutils literal"><span class="pre">pass</span></code></p>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><code class="docutils literal"><span class="pre">True</span></code>, <code class="docutils literal"><span class="pre">False</span></code></p>
+</td>
+</tr>
+<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">boolean</p>
 </td>
 </tr>
 </tbody>
 </table>
 <ul class="simple">
-<li>If in alert expiry period returns <code class="docutils literal"><span class="pre">`True`</span></code></li>
-<li>If not in alert expiry period or unknown returns <code class="docutils literal"><span class="pre">`False`</span></code></li>
+<li>If inside the alert expiry period returns <code class="docutils literal"><span class="pre">True</span></code></li>
+<li>If not in the alert expiry period or unknown returns <code class="docutils literal"><span class="pre">False</span></code></li>
 </ul>
 </dd></dl>
 
@@ -2340,17 +2357,23 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <col class="field-name" />
 <col class="field-body" />
 <tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>current_skyline_app</strong> &#8211; the skyline app using this function</li>
-<li><strong>metric</strong> &#8211; metric name</li>
-<li><strong>from_timestamp</strong> &#8211; unix timestamp</li>
-<li><strong>until_timestamp</strong> &#8211; unix timestamp</li>
-<li><strong>data_type</strong> &#8211; image or json</li>
-<li><strong>output_object</strong> &#8211; object or path and filename to save data as, if set to
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>metric</strong> (<em>str</em>) &#8211; metric name</li>
+<li><strong>from_timestamp</strong> (<em>str</em>) &#8211; unix timestamp</li>
+<li><strong>until_timestamp</strong> (<em>str</em>) &#8211; unix timestamp</li>
+<li><strong>data_type</strong> (<em>str</em>) &#8211; image or json</li>
+<li><strong>output_object</strong> (<em>str</em>) &#8211; object or path and filename to save data as, if set to
 object, the object is returned</li>
 </ul>
 </td>
 </tr>
+<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">timeseries string, <code class="docutils literal"><span class="pre">True</span></code>, <code class="docutils literal"><span class="pre">False</span></code></p>
+</td>
+</tr>
+<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">str or boolean</p>
+</td>
+</tr>
 </tbody>
 </table>
 </dd></dl>
@@ -2463,7 +2486,7 @@ <h2>Module contents<a class="headerlink" href="#module-contents" title="Permalin
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.mirage.html b/docs/_build/html/skyline.mirage.html
index 39851131..300887c6 100644
--- a/docs/_build/html/skyline.mirage.html
+++ b/docs/_build/html/skyline.mirage.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.mirage package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.mirage package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.panorama package" href="skyline.panorama.html"/>
         <link rel="prev" title="skyline.horizon package" href="skyline.horizon.html"/> 
@@ -520,7 +520,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.panorama.html b/docs/_build/html/skyline.panorama.html
index 07565ec5..893db59c 100644
--- a/docs/_build/html/skyline.panorama.html
+++ b/docs/_build/html/skyline.panorama.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.panorama package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.panorama package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.webapp package" href="skyline.webapp.html"/>
         <link rel="prev" title="skyline.mirage package" href="skyline.mirage.html"/> 
@@ -384,7 +384,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.webapp.html b/docs/_build/html/skyline.webapp.html
index 3bb9e98f..51864402 100644
--- a/docs/_build/html/skyline.webapp.html
+++ b/docs/_build/html/skyline.webapp.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.webapp package &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>skyline.webapp package &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="prev" title="skyline.panorama package" href="skyline.panorama.html"/> 
 
@@ -411,7 +411,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/tuning-tips.html b/docs/_build/html/tuning-tips.html
index 6c5a5e4b..8b8aecfe 100644
--- a/docs/_build/html/tuning-tips.html
+++ b/docs/_build/html/tuning-tips.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Tuning tips &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Tuning tips &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Monitoring Skyline" href="monitoring-skyline.html"/>
         <link rel="prev" title="Logging" href="logging.html"/> 
 
@@ -259,7 +259,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/upgrading.html b/docs/_build/html/upgrading.html
index eee6016f..9ef6e6ba 100644
--- a/docs/_build/html/upgrading.html
+++ b/docs/_build/html/upgrading.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Upgrading &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Upgrading &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Getting data into Skyline" href="getting-data-into-skyline.html"/>
         <link rel="prev" title="Installation" href="installation.html"/> 
 
@@ -286,9 +286,26 @@ <h2>Upgrade steps<a class="headerlink" href="#upgrade-steps" title="Permalink to
 </pre></div>
 </div>
 <ul class="simple">
-<li>Check the log files to ensure things are running and there are no errors.</li>
+<li>Check the log files to ensure things started OK and are running and there are
+no errors.</li>
 </ul>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>tail /var/log/skyline/*.log
+<div class="admonition note">
+<p class="first admonition-title">Note</p>
+<p class="last">When checking a log make sure you check the log for the appropriate
+time, Skyline can log lots fast, so short tails may miss some event you
+expect between that restart and tail.</p>
+</div>
+<div class="highlight-bash"><div class="highlight"><pre><span></span><span class="c1"># Check what the logs reported when the apps started</span>
+head -n <span class="m">20</span> /var/log/skyline/*.log
+
+<span class="c1"># How are they running</span>
+tail -n <span class="m">20</span> /var/log/skyline/*.log
+
+<span class="c1"># Any errors - each app</span>
+cat /var/log/skyline/horizon.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
+cat /var/log/skyline/analyzer.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
+cat /var/log/skyline/webapp.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
+cat /var/log/skyline/panorama.log <span class="p">|</span> grep <span class="s2">&quot;error&quot;</span> <span class="p">|</span> tail
 </pre></div>
 </div>
 <ul class="simple">
@@ -343,7 +360,7 @@ <h2>Upgrade steps<a class="headerlink" href="#upgrade-steps" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/webapp.html b/docs/_build/html/webapp.html
index 139464ca..f484053b 100644
--- a/docs/_build/html/webapp.html
+++ b/docs/_build/html/webapp.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Webapp &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>Webapp &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,7 +32,7 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Redis integration" href="redis-integration.html"/>
         <link rel="prev" title="Panorama" href="panorama.html"/> 
 
@@ -242,6 +242,8 @@ <h4>Production infrastructure<a class="headerlink" href="#production-infrastruct
 production environments.  See <a class="reference external" href="http://flask.pocoo.org/docs/0.11/deploying/">http://flask.pocoo.org/docs/0.11/deploying/</a></p>
 <p>In addition to that, considering that the Webapp now has MySQL in the mix, this
 element adds further reason to properly secure the environment.</p>
+<p>There is potential for XSS and SQL injection via the Webapp, ensure TRUSTED
+access only.</p>
 </div>
 </div>
 <div class="section" id="apache-and-gunicorn">
@@ -428,7 +430,7 @@ <h3>Basic function<a class="headerlink" href="#id1" title="Permalink to this hea
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/whats-new.html b/docs/_build/html/whats-new.html
index dbd31f82..82d7d47e 100644
--- a/docs/_build/html/whats-new.html
+++ b/docs/_build/html/whats-new.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>What’s new &mdash; Skyline 1.0.3-dev documentation</title>
+  <title>What’s new &mdash; Skyline 1.0.4-dev documentation</title>
   
 
   
@@ -32,9 +32,9 @@
   
 
   
-    <link rel="top" title="Skyline 1.0.3-dev documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.0.4-dev documentation" href="index.html"/>
         <link rel="next" title="Development" href="development/index.html"/>
-        <link rel="prev" title="1.0.3 - the crucible branch" href="releases/1_0_3.html"/> 
+        <link rel="prev" title="1.0.3 - the crucible branch" href="releases/1_0_4.html"/> 
 
   
   <script src="_static/js/modernizr.min.js"></script>
@@ -306,7 +306,7 @@
         <a href="development/index.html" class="btn btn-neutral float-right" title="Development" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="releases/1_0_3.html" class="btn btn-neutral" title="1.0.3 - the crucible branch" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="releases/1_0_4.html" class="btn btn-neutral" title="1.0.3 - the crucible branch" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -337,7 +337,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.0.3-dev',
+            VERSION:'1.0.4-dev',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/plot_directive/mirage-1.pdf b/docs/_build/plot_directive/mirage-1.pdf
index 7153eae4..ef1ace44 100644
Binary files a/docs/_build/plot_directive/mirage-1.pdf and b/docs/_build/plot_directive/mirage-1.pdf differ
diff --git a/docs/conf.py b/docs/conf.py
index 58164730..3af2b1b5 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -85,7 +85,7 @@ def setup(app):
 # The short X.Y version.
 version = u'1.0'
 # The full version, including alpha/beta/rc tags.
-release = u'1.0.3-dev'
+release = u'1.0.4-dev'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/docs/development/index.rst b/docs/development/index.rst
index 933623ed..fddc96a1 100644
--- a/docs/development/index.rst
+++ b/docs/development/index.rst
@@ -13,3 +13,33 @@ The current iteration of Skyline has a fair bit of repetition in some of the
 functions, etc in each module.  The process of consolidating these is ongoing,
 however due to the nature of some of the things, some things do need slightly
 different implementations.
+
+On going refactoring
+####################
+
+The code style in the Skyline codebase is somewhat organic, over time more and
+changes have been made mostly in the following contexts.
+
+- Logging trying to achieve consistency in logging string formats such as
+	``error :: message``, etc.  Maybe there should be independent standard and
+	error logs :)
+- Quotation style, although there are not any hard and fast rules in this there
+	has been an attempt to try and refactor any strings that were quoted with
+	double quotes to single quoted strings.  This was more to do with try align
+	the code so that double quotes can be reserved for strings that interpolate
+	the variable in the string not via "%".  Although this is specifically
+	Pythonic in a way, it can be and although not covered in any PEP seen, here
+	have been some references to this being an acceptable and preferred style by
+	some.  Seeing as this is common in other languages too, such a ruby and shell.
+	It is not a rule :) and there are still instances of double quoted string in
+	places, maybe.
+- ``except:`` - Attempts are always being made to try and ``try:`` and
+	``except:`` wherever possible with the goal being that all Skyline apps handle
+	failure gracefully, log informatively, without logging vommiting through an
+	entire ``assigned_metrics`` loop and exiting whenever a critical error is
+	encountered at start up.
+- Trying to achieve PEP8, wherever possible and not inconvenient.
+- Adding any found Python-3 patterns discovered while doing something as long as
+	it is wrapped in the appropriate conditional, it should have no effect on the
+	functioning of the apps with Python2.7 and is there to test when Python3
+	becomes desired.
diff --git a/docs/installation.rst b/docs/installation.rst
index eb767ac1..3c7a7314 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -197,12 +197,26 @@ Steps
     # And Panorama if you have setup in the DB at this stage
     /opt/skyline/github/skyline/bin/panorama.d start
 
--  Check the log files to ensure things are running and there are no
-   errors.
+- Check the log files to ensure things started OK and are running and there are
+  no errors.
+
+.. note:: When checking a log make sure you check the log for the appropriate
+  time, Skyline can log lots fast, so short tails may miss some event you
+  expect between that restart and tail.
 
 .. code-block:: bash
 
-    tail /var/log/skyline/*.log
+    # Check what the logs reported when the apps started
+    head -n 20 /var/log/skyline/*.log
+
+    # How are they running
+    tail -n 20 /var/log/skyline/*.log
+
+    # Any errors - each app
+    cat /var/log/skyline/horizon.log | grep "error" | tail
+    cat /var/log/skyline/analyzer.log | grep "error" | tail
+    cat /var/log/skyline/webapp.log | grep "error" | tail
+    cat /var/log/skyline/panorama.log | grep "error" | tail
 
 -  Seed Redis with some test data
 
diff --git a/docs/mirage.rst b/docs/mirage.rst
index 51ce1833..51d96307 100644
--- a/docs/mirage.rst
+++ b/docs/mirage.rst
@@ -329,7 +329,7 @@ seasonal_pub1 and seasonal_pub_freddy with Mirage
 
 Hopefully it is clear that the first ``stats_counts.http.rpm.publishers.*``
 alert tuple would route ALL to alerter and seasonal_pub1 and seasonal_pub_freddy
-would never get sent to be analyzed by Mirage.
+would never get sent to Mirage to be analyzed.
 
 Enabling
 --------
diff --git a/docs/releases.rst b/docs/releases.rst
index 28cf5cf2..0fcb7fdb 100644
--- a/docs/releases.rst
+++ b/docs/releases.rst
@@ -9,3 +9,4 @@ Release Notes
    releases/1_0_1
    releases/1_0_2
    releases/1_0_3
+   releases/1_0_4
diff --git a/docs/releases/1_0_4.rst b/docs/releases/1_0_4.rst
new file mode 100644
index 00000000..8cb27d2a
--- /dev/null
+++ b/docs/releases/1_0_4.rst
@@ -0,0 +1,21 @@
+===========================
+1.0.3 - the crucible branch
+===========================
+
+Some documentation updates and setup.py things
+
+Changes include:
+
+- Added epel-release to the RedHat family install as python-pip is not in the
+  main repos and gcc
+- Added wget and tar in case someone is using a minimal OS install
+- Added build-essentials as Ubuntu-14.04.4 has to have build-essentials first or
+  zlib, et al are not available even if zlib1g-dev et al are installed
+- Added libreadline6-dev and readline-devel and ncurses
+- Added basic overview of the Webapp uml and png to docs as per suggested by @blak3r2
+- Wrapped MySQL debug logging in the proper if ENABLE_DEBUG conditionals as
+  these were being generally logged for Panorama patterning
+- Added setup.py and setup.cfg for pypi
+- Minor docs changes and additions
+- Added Known bugs divs to now and Panorama views in the Webapp
+- Bumped up to version 1.0.3
diff --git a/docs/requirements.rst b/docs/requirements.rst
index daa55194..ff3995ff 100644
--- a/docs/requirements.rst
+++ b/docs/requirements.rst
@@ -21,6 +21,9 @@ verified as working version with Python-2.7 within a virtaulenv.
 Recent changes in the pip environment
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
+.. note:: If you use pip or virtualenv in any other context, please note the
+  following and assess if and/or how it pertains to you environment
+
 The new pip, setuptools, distribute and virtualenv methodology that the
 pypa community has adopted is in a bit of a state of flux in terms of
 the setuptools version and virtualenv implementation of making the
@@ -30,6 +33,9 @@ distribute is one of the requirements on packages that pip tries to
 install. However, it is needed for Mirage if you are trying to
 run/upgrade on Python-2.6
 
+.. note:  Everything below this point on the page is for people upgrading.  It
+  concerns the implications on/with older versions of things.
+
 pandas
 ======
 
diff --git a/docs/upgrading.rst b/docs/upgrading.rst
index c1c84e6d..bd4c9b94 100644
--- a/docs/upgrading.rst
+++ b/docs/upgrading.rst
@@ -129,11 +129,26 @@ documentation are still appropriate.
     "$SKYLINE_DIR"/bin/webapp.d start
     "$SKYLINE_DIR"/bin/pnorama.d start  # if you have the MySQL DB set up
 
--  Check the log files to ensure things are running and there are no errors.
+- Check the log files to ensure things started OK and are running and there are
+  no errors.
+
+.. note:: When checking a log make sure you check the log for the appropriate
+  time, Skyline can log lots fast, so short tails may miss some event you
+  expect between that restart and tail.
 
 .. code-block:: bash
 
-    tail /var/log/skyline/*.log
+    # Check what the logs reported when the apps started
+    head -n 20 /var/log/skyline/*.log
+
+    # How are they running
+    tail -n 20 /var/log/skyline/*.log
+
+    # Any errors - each app
+    cat /var/log/skyline/horizon.log | grep "error" | tail
+    cat /var/log/skyline/analyzer.log | grep "error" | tail
+    cat /var/log/skyline/webapp.log | grep "error" | tail
+    cat /var/log/skyline/panorama.log | grep "error" | tail
 
 - If you added the new ``skyline_test.alerters.test`` alerts tuples to your
   ``settings.py`` you can test them now, see `Alert testing <alert-testing.html>`__
diff --git a/docs/webapp.rst b/docs/webapp.rst
index dcdb309a..23d8c1cc 100644
--- a/docs/webapp.rst
+++ b/docs/webapp.rst
@@ -66,6 +66,9 @@ production environments.  See http://flask.pocoo.org/docs/0.11/deploying/
 In addition to that, considering that the Webapp now has MySQL in the mix, this
 element adds further reason to properly secure the environment.
 
+There is potential for XSS and SQL injection via the Webapp, ensure TRUSTED
+access only.
+
 Apache and gunicorn
 -------------------
 
diff --git a/skyline/analyzer/analyzer.py b/skyline/analyzer/analyzer.py
index 63320897..23d1d6d5 100644
--- a/skyline/analyzer/analyzer.py
+++ b/skyline/analyzer/analyzer.py
@@ -122,6 +122,16 @@ def spin_process(self, i, unique_metrics):
         spin_start = time()
         logger.info('spin_process started')
 
+        # @modified 20160801 - Adding additional exception handling to Analyzer
+        # Check the unique_metrics list is valid
+        try:
+            valid_unique_metrics = len(unique_metrics)
+        except:
+            logger.error('error :: the unique_metrics list is not valid')
+            logger.info(traceback.format_exc())
+            logger.info('nothing to do, no unique_metrics')
+            return
+
         # Discover assigned metrics
         keys_per_processor = int(ceil(float(len(unique_metrics)) / float(settings.ANALYZER_PROCESSES)))
         if i == settings.ANALYZER_PROCESSES:
@@ -141,12 +151,23 @@ def spin_process(self, i, unique_metrics):
             return
 
         # Multi get series
-        raw_assigned = self.redis_conn.mget(assigned_metrics)
+        # @modified 20160801 - Adding additional exception handling to Analyzer
+        raw_assigned_failed = True
+        try:
+            raw_assigned = self.redis_conn.mget(assigned_metrics)
+            raw_assigned_failed = False
+        except:
+            logger.error('error :: failed to get assigned_metrics from Redis')
+            logger.info(traceback.format_exc())
 
         # Make process-specific dicts
         exceptions = defaultdict(int)
         anomaly_breakdown = defaultdict(int)
 
+        # @added 20160803 - Adding additional exception handling to Analyzer
+        if raw_assigned_failed:
+            return
+
         # Distill timeseries strings into lists
         for i, metric_name in enumerate(assigned_metrics):
             self.check_if_parent_is_alive()
@@ -382,7 +403,12 @@ def run(self):
                 mode_arg = int('0755')
             if python_version == 3:
                 mode_arg = mode=0o755
-            os.makedirs(settings.SKYLINE_TMP_DIR, mode_arg)
+            # @modified 20160803 - Adding additional exception handling to Analyzer
+            try:
+                os.makedirs(settings.SKYLINE_TMP_DIR, mode_arg)
+            except:
+                logger.error('error :: failed to create %s' % settings.SKYLINE_TMP_DIR)
+                logger.info(traceback.format_exc())
 
         # Initiate the algorithm timings if Analyzer is configured to send the
         # algorithm_breakdown metrics with ENABLE_ALGORITHM_RUN_METRICS
@@ -398,16 +424,33 @@ def run(self):
             try:
                 self.redis_conn.ping()
             except:
-                logger.error('skyline can\'t connect to redis at socket path %s' % settings.REDIS_SOCKET_PATH)
+                logger.error('error :: Analyzer cannot connect to redis at socket path %s' % settings.REDIS_SOCKET_PATH)
+                logger.info(traceback.format_exc())
                 sleep(10)
-                self.redis_conn = StrictRedis(unix_socket_path=settings.REDIS_SOCKET_PATH)
+                try:
+                    self.redis_conn = StrictRedis(unix_socket_path=settings.REDIS_SOCKET_PATH)
+                except:
+                    logger.error('error :: Analyzer cannot connect to redis at socket path %s' % settings.REDIS_SOCKET_PATH)
+                    logger.info(traceback.format_exc())
+
                 continue
 
             # Report app up
-            self.redis_conn.setex(skyline_app, 120, now)
+            try:
+                self.redis_conn.setex(skyline_app, 120, now)
+            except:
+                logger.error('error :: Analyzer could not update the Redis %s key' % skyline_app)
+                logger.info(traceback.format_exc())
 
             # Discover unique metrics
-            unique_metrics = list(self.redis_conn.smembers(settings.FULL_NAMESPACE + 'unique_metrics'))
+        # @modified 20160803 - Adding additional exception handling to Analyzer
+            try:
+                unique_metrics = list(self.redis_conn.smembers(settings.FULL_NAMESPACE + 'unique_metrics'))
+            except:
+                logger.error('error :: Analyzer could not get the unique_metrics list from Redis')
+                logger.info(traceback.format_exc())
+                sleep(10)
+                continue
 
             if len(unique_metrics) == 0:
                 logger.info('no metrics in redis. try adding some - see README')
@@ -420,10 +463,20 @@ def run(self):
                 algorithm_count_file = algorithm_tmp_file_prefix + algorithm + '.count'
                 algorithm_timings_file = algorithm_tmp_file_prefix + algorithm + '.timings'
                 # with open(algorithm_count_file, 'a') as f:
-                with open(algorithm_count_file, 'w') as f:
-                    pass
-                with open(algorithm_timings_file, 'w') as f:
-                    pass
+                # @modified 20160803 - Adding additional exception handling to Analyzer
+                try:
+                    with open(algorithm_count_file, 'w') as f:
+                        pass
+                except:
+                    logger.error('error :: could not create file %s' % algorithm_count_file)
+                    logger.info(traceback.format_exc())
+
+                try:
+                    with open(algorithm_timings_file, 'w') as f:
+                        pass
+                except:
+                    logger.error('error :: could not create file %s' % algorithm_timings_file)
+                    logger.info(traceback.format_exc())
 
             # Remove any existing algorithm.error files from any previous runs
             # that did not cleanup for any reason
@@ -437,7 +490,8 @@ def run(self):
                         except OSError:
                             pass
             except:
-                logger.error('failed to cleanup algorithm.error files ' + traceback.format_exc())
+                logger.error('error :: failed to cleanup algorithm.error files')
+                logger.info(traceback.format_exc())
 
             # Spawn processes
             pids = []
@@ -448,12 +502,16 @@ def run(self):
                     logger.info('WARNING: skyline is set for more cores than needed.')
                     break
 
-                p = Process(target=self.spin_process, args=(i, unique_metrics))
-                pids.append(p)
-                pid_count += 1
-                logger.info('starting %s of %s spin_process/es' % (str(pid_count), str(settings.ANALYZER_PROCESSES)))
-                p.start()
-                spawned_pids.append(p.pid)
+                try:
+                    p = Process(target=self.spin_process, args=(i, unique_metrics))
+                    pids.append(p)
+                    pid_count += 1
+                    logger.info('starting %s of %s spin_process/es' % (str(pid_count), str(settings.ANALYZER_PROCESSES)))
+                    p.start()
+                    spawned_pids.append(p.pid)
+                except:
+                    logger.error('error :: failed to spawn process')
+                    logger.info(traceback.format_exc())
 
             # Send wait signal to zombie processes
             # for p in pids:
diff --git a/skyline/boundary/boundary.py b/skyline/boundary/boundary.py
index 72255af7..56065e1f 100644
--- a/skyline/boundary/boundary.py
+++ b/skyline/boundary/boundary.py
@@ -733,7 +733,7 @@ def run(self):
                             times_seen = int(raw_times_seen[0]) + 1
                             try:
                                 self.redis_conn.setex(anomaly_cache_key, anomaly_cache_key_expiration_time, packb(int(times_seen)))
-                                logger.info('error :: set anomaly seen key :: %s seen %s' % (anomaly_cache_key, str(times_seen)))
+                                logger.info('set anomaly seen key :: %s seen %s' % (anomaly_cache_key, str(times_seen)))
                             except:
                                 times_seen = 1
                                 logger.error('error :: set anomaly seen key failed :: %s seen %s' % (anomaly_cache_key, str(times_seen)))
diff --git a/skyline/crucible/crucible.py b/skyline/crucible/crucible.py
index 96289e56..cce824cd 100644
--- a/skyline/crucible/crucible.py
+++ b/skyline/crucible/crucible.py
@@ -380,7 +380,12 @@ def spin_process(self, i, run_timestamp, metric_check_file):
         # anomaly dir
         if not os.path.exists(str(anomaly_dir)):
             try:
-                mkdir_p(skyline_app, str(anomaly_dir))
+                # mkdir_p(skyline_app, str(anomaly_dir))
+                if python_version == 2:
+                    mode_arg = int('0755')
+                if python_version == 3:
+                    mode_arg = mode=0o755
+                os.makedirs(anomaly_dir, mode_arg)
                 if settings.ENABLE_CRUCIBLE_DEBUG:
                     logger.info('created anomaly dir - %s' % str(anomaly_dir))
             except:
@@ -894,14 +899,17 @@ def run(self):
             logger.info('assigning check for processing - %s' % str(metric_var_files_sorted[0]))
 
             # Reset process_list
-            self.process_list[:] = []
+            try:
+                self.process_list[:] = []
+            except:
+                logger.error('error :: failed to reset self.process_list')
 
             # Spawn processes
             pids = []
             spawned_pids = []
             pid_count = 0
             run_timestamp = int(now)
-            for i in range(1, CRUCIBLE_PROCESSES + 1):
+            for i in range(1, settings.CRUCIBLE_PROCESSES + 1):
                 p = Process(target=self.spin_process, args=(i, run_timestamp, str(metric_check_file)))
                 pids.append(p)
                 pid_count += 1
diff --git a/skyline/mirage/mirage.py b/skyline/mirage/mirage.py
index 3f99580d..f3c7e35f 100644
--- a/skyline/mirage/mirage.py
+++ b/skyline/mirage/mirage.py
@@ -32,8 +32,7 @@
 
 # from skyline import settings
 import os.path
-sys.path.append(os.path.join(os.path.dirname(os.path.realpath(__file__)), os.pardir))
-sys.path.insert(0, os.path.dirname(__file__))
+
 import settings
 from skyline_functions import write_data_to_file
 
@@ -101,6 +100,13 @@ def mkdir_p(self, path):
                 raise
 
     def surface_graphite_metric_data(self, metric_name, graphite_from, graphite_until):
+
+        # @added 20160803 - Unescaped Graphite target - https://github.com/earthgecko/skyline/issues/20
+        #                   bug1546: Unescaped Graphite target
+        new_metric_namespace = metric_name.replace(':', '\:')
+        metric_namespace = new_metric_namespace.replace('(', '\(')
+        metric_name = metric_namespace.replace(')', '\)')
+
         # We use absolute time so that if there is a lag in mirage the correct
         # timeseries data is still surfaced relevant to the anomalous datapoint
         # timestamp
diff --git a/skyline/panorama/agent.py b/skyline/panorama/agent.py
index a985f606..6fdd4939 100644
--- a/skyline/panorama/agent.py
+++ b/skyline/panorama/agent.py
@@ -97,11 +97,11 @@ def run(self):
             cnx.close()
         except mysql.connector.Error as err:
             if err.errno == errorcode.ER_ACCESS_DENIED_ERROR:
-                logger.error('error: something is wrong with your user name or password')
+                logger.error('error :: something is wrong with your user name or password')
             elif err.errno == errorcode.ER_BAD_DB_ERROR:
-                logger.error('error: the %s database does not exist' % settings.PANORAMA_DATABASE)
+                logger.error('error :: the %s database does not exist' % settings.PANORAMA_DATABASE)
             else:
-                logger.error('mysql error: %s' % str(err))
+                logger.error('error :: mysql error - %s' % str(err))
     except:
         try:
             if configuration_error:
diff --git a/skyline/skyline_functions.py b/skyline/skyline_functions.py
index 609e69c2..e336d663 100644
--- a/skyline/skyline_functions.py
+++ b/skyline/skyline_functions.py
@@ -49,7 +49,10 @@ def send_graphite_metric(current_skyline_app, metric, value):
 
     :param current_skyline_app: the skyline app using this function
     :param metric: the metric namespace
-    :param value: the metric value
+    :param value: the metric value (as a str not an int)
+    :type current_skyline_app: str
+    :type metric: str
+    :type value: str
     :return: ``True`` or ``False``
     :rtype: boolean
 
@@ -99,7 +102,7 @@ def mkdir_p(path):
     Create nested directories.
 
     :param path: directory path to create
-
+    :type path: str
     :return: returns True
 
     """
@@ -131,9 +134,12 @@ def load_metric_vars(current_skyline_app, metric_vars_file):
     """
     Import the metric variables for a check from a metric check variables file
 
+    :param current_skyline_app: the skyline app using this function
     :param metric_vars_file: the path and filename to the metric variables files
-
-    :return: returns True
+    :type current_skyline_app: str
+    :type metric_vars_file: str
+    :return: the metric_vars module object or ``False``
+    :rtype: object or boolean
 
     """
     try:
@@ -179,8 +185,12 @@ def write_data_to_file(current_skyline_app, write_to_file, mode, data):
     :param file: the path and filename to write the data into
     :param mode: ``w`` to overwrite, ``a`` to append
     :param data: the data to write to the file
-
-    :return: returns True
+    :type current_skyline_app: str
+    :type file: str
+    :type mode: str
+    :type data: str
+    :return: ``True`` or ``False``
+    :rtype: boolean
 
     """
     try:
@@ -238,8 +248,11 @@ def fail_check(current_skyline_app, failed_check_dir, check_file_to_fail):
     :param current_skyline_app: the skyline app using this function
     :param failed_check_dir: the directory where failed checks are moved to
     :param check_file_to_fail: failed check file to move
-
-    :return: ``True``, ``False`` ``pass``
+    :type current_skyline_app: str
+    :type failed_check_dir: str
+    :type check_file_to_fail: str
+    :return: ``True``, ``False``
+    :rtype: boolean
 
     """
     try:
@@ -309,11 +322,14 @@ def alert_expiry_check(current_skyline_app, metric, metric_timestamp, added_by):
     :param current_skyline_app: the skyline app using this function
     :param metric: metric name
     :param added_by: which app requested the alert_expiry_check
+    :type current_skyline_app: str
+    :type metric: str
+    :type added_by: str
+    :return: ``True``, ``False``
+    :rtype: boolean
 
-    :return: ``True``, ``False`` ``pass``
-
-    - If in alert expiry period returns ```True```
-    - If not in alert expiry period or unknown returns ```False```
+    - If inside the alert expiry period returns ``True``
+    - If not in the alert expiry period or unknown returns ``False``
     """
 
     try:
@@ -433,6 +449,15 @@ def get_graphite_metric(
     :param data_type: image or json
     :param output_object: object or path and filename to save data as, if set to
                           object, the object is returned
+    :type current_skyline_app: str
+    :type metric: str
+    :type from_timestamp: str
+    :type until_timestamp: str
+    :type data_type: str
+    :type output_object: str
+    :return: timeseries string, ``True``, ``False``
+    :rtype: str or boolean
+
     """
     try:
         os.getpid()
@@ -445,6 +470,12 @@ def get_graphite_metric(
 #    if settings.ENABLE_DEBUG:
     current_logger.info('graphite_metric - %s' % (metric))
 
+    # @added 20160803 - Unescaped Graphite target - https://github.com/earthgecko/skyline/issues/20
+    #                   bug1546: Unescaped Graphite target
+    new_metric_namespace = metric.replace(':', '\:')
+    metric_namespace = new_metric_namespace.replace('(', '\(')
+    metric = metric_namespace.replace(')', '\)')
+
     # Graphite timeouts
     connect_timeout = int(settings.GRAPHITE_CONNECT_TIMEOUT)
     if settings.ENABLE_DEBUG:
@@ -540,15 +571,23 @@ def get_graphite_metric(
         if settings.ENABLE_DEBUG:
             current_logger.info('use_timeout - %s' % (str(use_timeout)))
 
+        graphite_json_fetched = False
         try:
             r = requests.get(url, timeout=use_timeout)
-            js = r.json()
-            datapoints = js[0]['datapoints']
-            if settings.ENABLE_DEBUG:
-                current_logger.info('data retrieved OK')
+            graphite_json_fetched = True
         except:
             datapoints = [[None, str(graphite_until)]]
-            current_logger.error('error :: data retrieval failed')
+            current_logger.error('error :: data retrieval from Graphite failed')
+
+        if graphite_json_fetched:
+            try:
+                js = r.json()
+                datapoints = js[0]['datapoints']
+                if settings.ENABLE_DEBUG:
+                    current_logger.info('data retrieved OK')
+            except:
+                datapoints = [[None, str(graphite_until)]]
+                current_logger.error('error :: failed to parse data points from retrieved json')
 
         converted = []
         for datapoint in datapoints:
diff --git a/skyline/skyline_version.py b/skyline/skyline_version.py
index e688b4be..f0a17d06 100644
--- a/skyline/skyline_version.py
+++ b/skyline/skyline_version.py
@@ -1,7 +1,7 @@
 """
 version info
 """
-__version_info__ = ('1', '0', '3')
+__version_info__ = ('1', '0', '4')
 __branch__ = 'crucible'
 __version_tag__ = 'beta'
 
diff --git a/skyline/webapp/backend.py b/skyline/webapp/backend.py
index b5c0bf69..efafc515 100644
--- a/skyline/webapp/backend.py
+++ b/skyline/webapp/backend.py
@@ -373,17 +373,26 @@ def get_list(thing):
     table = '%ss' % thing
     query = 'select %s from %s' % (thing, table)
     logger.info('select %s from %s' % (thing, table))
+    got_results = False
     try:
         results = mysql_select(skyline_app, query)
+        got_results = True
     except:
         logger.error('error :: failed to get list of %ss from %s' % (thing, table))
         results = None
 
-    logger.info('results: %s' % str(results))
     things = []
-    for result in results:
-        things.append(str(result[0]))
+    results_array_valid = False
+    try:
+        test_results = results[0]
+        results_array_valid = True
+    except:
+        logger.error('error :: invalid results array for get list of %ss from %s' % (thing, table))
 
-    logger.info('things: %s' % str(things))
+    if results_array_valid:
+        logger.info('results: %s' % str(results))
+        for result in results:
+            things.append(str(result[0]))
+        logger.info('things: %s' % str(things))
 
     return things
diff --git a/skyline/webapp/webapp.py b/skyline/webapp/webapp.py
index 6463c617..a4722c2e 100644
--- a/skyline/webapp/webapp.py
+++ b/skyline/webapp/webapp.py
@@ -55,9 +55,18 @@
 # ENABLE_WEBAPP_DEBUG = True
 
 app = Flask(__name__)
-app.secret_key = str(uuid.uuid5(uuid.NAMESPACE_DNS, settings.GRAPHITE_HOST))
+# app.secret_key = str(uuid.uuid5(uuid.NAMESPACE_DNS, settings.GRAPHITE_HOST))
+secret_key = str(uuid.uuid5(uuid.NAMESPACE_DNS, settings.GRAPHITE_HOST))
+app.secret_key = secret_key
+
 app.config['PROPAGATE_EXCEPTIONS'] = True
 
+app.config.update(
+    SESSION_COOKIE_NAME='skyline',
+    SESSION_COOKIE_SECURE=True,
+    SECRET_KEY=secret_key
+)
+
 graph_url_string = str(settings.GRAPH_URL)
 PANORAMA_GRAPH_URL = re.sub('\/render\/.*', '', graph_url_string)
 
@@ -129,7 +138,7 @@ def decorated(*args, **kwargs):
 @requires_auth
 def index():
 
-    s = time.time()
+    start = time.time()
     if 'uh_oh' in request.args:
         try:
             return render_template(
@@ -143,7 +152,7 @@ def index():
     try:
         return render_template(
             'now.html', version=skyline_version,
-            duration=(time.time() - s)), 200
+            duration=(time.time() - start)), 200
     except:
         error_string = traceback.format_exc()
         logger.error('error :: failed to render index.html: %s' % str(error_string))
@@ -153,10 +162,10 @@ def index():
 @app.route("/now")
 @requires_auth
 def now():
-    s = time.time()
+    start = time.time()
     try:
         return render_template(
-            'now.html', version=skyline_version, duration=(time.time() - s)), 200
+            'now.html', version=skyline_version, duration=(time.time() - start)), 200
     except:
         error_string = traceback.format_exc()
         logger.error('error :: failed to render now.html: %s' % str(error_string))
@@ -231,7 +240,7 @@ def version():
 @app.route("/api", methods=['GET'])
 def data():
     if 'metric' in request.args:
-        metric = request.args.get('metric', None)
+        metric = request.args.get(str('metric'), None)
         try:
             raw_series = REDIS_CONN.get(metric)
             if not raw_series:
@@ -323,10 +332,10 @@ def data():
 @app.route("/docs")
 @requires_auth
 def docs():
-    s = time.time()
+    start = time.time()
     try:
         return render_template(
-            'docs.html', version=skyline_version, duration=(time.time() - s)), 200
+            'docs.html', version=skyline_version, duration=(time.time() - start)), 200
     except:
         return 'Uh oh ... a Skyline 500 :(', 500
 
@@ -342,7 +351,8 @@ def panorama():
         except:
             return 'Uh oh ... a Skyline 500 :(', 500
 
-    s = time.time()
+    start = time.time()
+
     try:
         apps = get_list('app')
     except:
@@ -364,11 +374,179 @@ def panorama():
         logger.error('error :: %s' % traceback.print_exc())
         hosts = ['None']
 
+    request_args_present = False
     try:
         request_args_len = len(request.args)
+        request_args_present = True
     except:
         request_args_len = 0
 
+    # @added 20160803 - Sanitize request.args
+    REQUEST_ARGS = ['from_date',
+                    'from_time',
+                    'from_timestamp',
+                    'until_date',
+                    'until_time',
+                    'until_timestamp',
+                    'count_by_metric',
+                    'metric',
+                    'metric_like',
+                    'app',
+                    'source',
+                    'host',
+                    'algorithm',
+                    'limit',
+                    'order',
+                    ]
+
+    if request_args_present:
+        for i in request.args:
+            key = str(i)
+            if key not in REQUEST_ARGS:
+                logger.error('error :: invalid request argument - %s=%s' % (key, str(value)))
+                return 'Bad Request', 400
+            value = request.args.get(key, None)
+            logger.info('request argument - %s=%s' % (key, str(value)))
+
+            if key == 'metric' and value != 'all':
+                if value != '':
+                    try:
+                        unique_metrics = list(REDIS_CONN.smembers(settings.FULL_NAMESPACE + 'unique_metrics'))
+                    except:
+                        logger.error('error :: Webapp could not get the unique_metrics list from Redis')
+                        logger.info(traceback.format_exc())
+                        return 'Internal Server Error', 500
+                    metric_name = settings.FULL_NAMESPACE + value
+                    if metric_name not in unique_metrics:
+                        error_string = 'error :: no metric - %s - exists in Redis' % metric_name
+                        logger.error(error_string)
+                        resp = json.dumps(
+                            {'results': error_string})
+                        return resp, 404
+
+            if key == 'count_by_metric':
+                count_by_metric_invalid = True
+                if value == 'false':
+                    count_by_metric_invalid = False
+                if value == 'true':
+                    count_by_metric_invalid = False
+                if count_by_metric_invalid:
+                    error_string = 'error :: invalid %s value passed %s' % (key, value)
+                    logger.error('error :: invalid %s value passed %s' % (key, value))
+                    return 'Bad Request', 400
+
+            if key == 'metric_like':
+                metric_namespace_pattern = value.replace('%', '')
+                metric_like_invalid = True
+                try:
+                    unique_metrics = list(REDIS_CONN.smembers(settings.FULL_NAMESPACE + 'unique_metrics'))
+                except:
+                    logger.error('error :: Webapp could not get the unique_metrics list from Redis')
+                    logger.info(traceback.format_exc())
+                    return 'Internal Server Error', 500
+
+                matching = [s for s in unique_metrics if metric_namespace_pattern in s]
+                if len(matching) == 0:
+                    error_string = 'error :: no metric like - %s - exists in Redis' % metric_namespace_pattern
+                    logger.error(error_string)
+                    resp = json.dumps(
+                        {'results': error_string})
+                    return resp, 404
+
+            if key == 'from_timestamp' or key == 'until_timestamp':
+                timestamp_format_invalid = True
+                if value == 'all':
+                    timestamp_format_invalid = False
+                # unix timestamp
+                if value.isdigit():
+                    timestamp_format_invalid = False
+                # %Y%m%d %H:%M timestamp
+                if timestamp_format_invalid:
+                    value_strip_colon = value.replace(':', '')
+                    new_value = value_strip_colon.replace(' ', '')
+                    if new_value.isdigit():
+                        timestamp_format_invalid = False
+                if timestamp_format_invalid:
+                    error_string = 'error :: invalid %s value passed %s' % (key, value)
+                    logger.error('error :: invalid %s value passed %s' % (key, value))
+                    return 'Bad Request', 400
+
+            if key == 'app':
+                if value != 'all':
+                    if value not in apps:
+                        error_string = 'error :: no %s - %s' % (key, value)
+                        logger.error(error_string)
+                        resp = json.dumps(
+                            {'results': error_string})
+                        return resp, 404
+
+            if key == 'source':
+                if value != 'all':
+                    if value not in sources:
+                        error_string = 'error :: no %s - %s' % (key, value)
+                        logger.error(error_string)
+                        resp = json.dumps(
+                            {'results': error_string})
+                        return resp, 404
+
+            if key == 'algorithm':
+                if value != 'all':
+                    if value not in algorithms:
+                        error_string = 'error :: no %s - %s' % (key, value)
+                        logger.error(error_string)
+                        resp = json.dumps(
+                            {'results': error_string})
+                        return resp, 404
+
+            if key == 'host':
+                if value != 'all':
+                    if value not in hosts:
+                        error_string = 'error :: no %s - %s' % (key, value)
+                        logger.error(error_string)
+                        resp = json.dumps(
+                            {'results': error_string})
+                        return resp, 404
+
+            if key == 'limit':
+                limit_invalid = True
+                limit_is_not_numeric = True
+                if value.isdigit():
+                    limit_is_not_numeric = False
+
+                if limit_is_not_numeric:
+                    error_string = 'error :: %s must be a numeric value - requested %s' % (key, value)
+                    logger.error(error_string)
+                    resp = json.dumps(
+                        {'results': error_string})
+                    return resp, 400
+
+                new_value = int(value)
+                try:
+                    valid_value = new_value + 1
+                except:
+                    valid_value = None
+                if valid_value and new_value < 101:
+                    limit_invalid = False
+                if limit_invalid:
+                    error_string = 'error :: %s must be < 100 - requested %s' % (key, value)
+                    logger.error(error_string)
+                    resp = json.dumps(
+                        {'results': error_string})
+                    return resp, 400
+
+            if key == 'order':
+                order_invalid = True
+                if value == 'DESC':
+                    order_invalid = False
+                if value == 'ASC':
+                    order_invalid = False
+                if order_invalid:
+                    error_string = 'error :: %s must be DESC or ASC' % (key)
+                    logger.error(error_string)
+                    resp = json.dumps(
+                        {'results': error_string})
+                    return resp, 400
+
     latest_anomalies = False
     if request_args_len == 0:
         latest_anomalies = True
@@ -379,7 +557,7 @@ def panorama():
                 'panorama.html', anomalies=panorama_data, app_list=apps,
                 source_list=sources, algorithm_list=algorithms,
                 host_list=hosts, results='Latest anomalies',
-                version=skyline_version, duration=(time.time() - s)), 200
+                version=skyline_version, duration=(time.time() - start)), 200
         except:
             logger.error('error :: failed to get panorama: ' + traceback.format_exc())
             return 'Uh oh ... a Skyline 500 :(', 500
@@ -392,15 +570,27 @@ def panorama():
                 count_request = 'true'
         try:
             query, panorama_data = panorama_request()
-            # logger.info('panorama_data - %s' % str(panorama_data))
-            results_string = 'Found anomalies for ' + query
+            if settings.ENABLE_DEBUG or settings.ENABLE_WEBAPP_DEBUG:
+                logger.info('panorama_data - %s' % str(panorama_data))
+                logger.info('debug :: query - %s' % str(query))
+                logger.info('debug :: panorama_data - %s' % str(panorama_data))
+                logger.info('debug :: skyline_version - %s' % str(skyline_version))
+        except:
+            logger.error('error :: failed to get panorama_request: ' + traceback.format_exc())
+            return 'Uh oh ... a Skyline 500 :(', 500
+
+        try:
+            results_string = 'Found anomalies for %s' % str(query)
+
+            duration = (time.time() - start)
+            logger.info('debug :: duration - %s' % str(duration))
             return render_template(
                 'panorama.html', anomalies=panorama_data, app_list=apps,
                 source_list=sources, algorithm_list=algorithms,
                 host_list=hosts, results=results_string, count_request=count_request,
-                version=skyline_version, duration=(time.time() - s)), 200
+                version=skyline_version, duration=(time.time() - start)), 200
         except:
-            logger.error('error :: failed to get panorama: ' + traceback.format_exc())
+            logger.error('error :: failed to render panorama.html: ' + traceback.format_exc())
             return 'Uh oh ... a Skyline 500 :(', 500
 
 
@@ -544,11 +734,11 @@ def rebrow():
         url = url_for('rebrow_server_db', host=host, port=port, db=db)
         return redirect(url)
     else:
-        s = time.time()
+        start = time.time()
         return render_template(
             'rebrow_login.html',
             version=skyline_version,
-            duration=(time.time() - s))
+            duration=(time.time() - start))
 
 
 @app.route("/rebrow_server_db/<host>:<int:port>/<int:db>/")
@@ -556,7 +746,7 @@ def rebrow_server_db(host, port, db):
     """
     List all databases and show info on server
     """
-    s = time.time()
+    start = time.time()
     r = redis.StrictRedis(host=host, port=port, db=0)
     info = r.info('all')
     dbsize = r.dbsize()
@@ -569,7 +759,7 @@ def rebrow_server_db(host, port, db):
         dbsize=dbsize,
         serverinfo_meta=serverinfo_meta,
         version=skyline_version,
-        duration=(time.time() - s))
+        duration=(time.time() - start))
 
 
 @app.route("/rebrow_keys/<host>:<int:port>/<int:db>/keys/", methods=['GET', 'POST'])
@@ -577,7 +767,7 @@ def rebrow_keys(host, port, db):
     """
     List keys for one database
     """
-    s = time.time()
+    start = time.time()
     r = redis.StrictRedis(host=host, port=port, db=db)
     if request.method == 'POST':
         action = request.form['action']
@@ -613,7 +803,7 @@ def rebrow_keys(host, port, db):
             pattern=pattern,
             num_keys=len(keys),
             version=skyline_version,
-            duration=(time.time() - s))
+            duration=(time.time() - start))
 
 
 @app.route("/rebrow_key/<host>:<int:port>/<int:db>/keys/<key>/")
@@ -629,7 +819,7 @@ def rebrow_key(host, port, db, key):
     # if key.startswith('metrics.'):
     #     msg_packed_key = True
     key = base64.urlsafe_b64decode(key.encode('utf8'))
-    s = time.time()
+    start = time.time()
     r = redis.StrictRedis(host=host, port=port, db=db)
     dump = r.dump(key)
     if dump is None:
@@ -676,7 +866,7 @@ def rebrow_key(host, port, db, key):
         now=datetime.utcnow(),
         expiration=datetime.utcnow() + timedelta(seconds=ttl / 1000.0),
         version=skyline_version,
-        duration=(time.time() - s),
+        duration=(time.time() - start),
         msg_packed_key=msg_pack_key)