From 9846b8a9da7d1fe3f6859ed63914846664c9a2ad Mon Sep 17 00:00:00 2001
From: earthgecko <gary.wilson@of-networks.co.uk>
Date: Wed, 29 Nov 2017 06:45:22 +0000
Subject: [PATCH 1/4] layers ts sample

IssueID #1988: Review - Ionosphere layers - always show layers
IssueID #1960: ionosphere_layers

Return the anomalous_timeseries as an array to sample and just use the
ts_json file if there is no ionosphere_json_file

Modified:
skyline/webapp/ionosphere_backend.py
---
 skyline/webapp/ionosphere_backend.py | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/skyline/webapp/ionosphere_backend.py b/skyline/webapp/ionosphere_backend.py
index c31329d6..e9125c24 100644
--- a/skyline/webapp/ionosphere_backend.py
+++ b/skyline/webapp/ionosphere_backend.py
@@ -502,11 +502,10 @@ def new_load_metric_vars(metric_vars_file):
     ts_json = ['error: no timeseries json file', ts_json_file]
     if path.isfile(ts_json_file):
         try:
-            ts_json = []
+            # ts_json = []
             with open(ts_json_file) as f:
                 for line in f:
                     ts_json.append(line)
-
             ts_json_ok = True
         except:
             ts_json_ok = False
@@ -538,6 +537,15 @@ def new_load_metric_vars(metric_vars_file):
             anomalous_timeseries = literal_eval(timeseries_array_str)
         except:
             ionosphere_json_ok = False
+    # @added 20171130 - Task #1988: Review - Ionosphere layers - always show layers
+    #                   Feature #1960: ionosphere_layers
+    # Return the anomalous_timeseries as an array to sample and just use the
+    # ts_json file if there is no ionosphere_json_file
+    if not anomalous_timeseries:
+        with open((ts_json_file), 'r') as f:
+            raw_timeseries = f.read()
+        timeseries_array_str = str(raw_timeseries).replace('(', '[').replace(')', ']')
+        anomalous_timeseries = literal_eval(timeseries_array_str)
 
     # @added 20170308 - Feature #1960: ionosphere_layers
     if layers_id_matched_file:

From 3a1d734434ca602d47a97255c8fa91882e0e7bd0 Mon Sep 17 00:00:00 2001
From: earthgecko <gary.wilson@of-networks.co.uk>
Date: Sat, 16 Dec 2017 10:41:12 +0000
Subject: [PATCH 2/4] expire last_seen keys and only send to Panorama on alert
 IssueID #2232: Expiry boundary last_seen keys appropriately IssueID #2234:
 panorama metric_vars value check IssueID #2236: Change Boundary to only send
 to Panorama on alert

- Expiry boundary last_seen keys appropriately (Bug #2232)
- Fix panorama metric_vars value check (Bug #2234)
- Change Boundary to only send to Panorama on alert (Task #2236)

Modified:
skyline/boundary/boundary.py
skyline/panorama/panorama.py
skyline/skyline_functions.py
---
 skyline/boundary/boundary.py | 100 +++++++++++++++++++++++++++++++----
 skyline/panorama/panorama.py |  13 ++++-
 skyline/skyline_functions.py |  67 +++++++++++++++++++++++
 3 files changed, 170 insertions(+), 10 deletions(-)

diff --git a/skyline/boundary/boundary.py b/skyline/boundary/boundary.py
index 68d50d90..478f89c7 100644
--- a/skyline/boundary/boundary.py
+++ b/skyline/boundary/boundary.py
@@ -21,7 +21,10 @@
 import sys
 import os.path
 import settings
-from skyline_functions import send_graphite_metric, write_data_to_file
+# @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+# Added move_file
+from skyline_functions import (
+    send_graphite_metric, write_data_to_file, move_file)
 
 from boundary_alerters import trigger_alert
 from boundary_algorithms import run_selected_algorithm
@@ -76,6 +79,8 @@ def __init__(self, parent_pid):
         self.anomalous_metrics = Manager().list()
         self.exceptions_q = Queue()
         self.anomaly_breakdown_q = Queue()
+        # @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately
+        self.not_anomalous_metrics = Manager().list()
 
     def check_if_parent_is_alive(self):
         """
@@ -104,7 +109,11 @@ def mkdir_p(self, path):
             else:
                 raise
 
-    def spin_process(self, i, boundary_metrics):
+    # @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+    # Pass added_at as an argument to spin_process so that the panaroma_anomaly_file
+    # can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH
+    # def spin_process(self, i, boundary_metrics):
+    def spin_process(self, i, boundary_metrics, added_at):
         """
         Assign a bunch of metrics for a process to analyze.
         """
@@ -388,6 +397,11 @@ def unique_noHash(seq):
                     )
                     if ENABLE_BOUNDARY_DEBUG:
                         logger.info('debug :: analysed - %s' % (metric_name))
+                    # @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately
+                    # If it's not anomalous, add it to list
+                    if not anomalous:
+                        not_anomalous_metric = [datapoint, metric_name, metric_expiration_time, metric_min_average, metric_min_average_seconds, metric_trigger, alert_threshold, metric_alerters, algorithm]
+                        self.not_anomalous_metrics.append(not_anomalous_metric)
                 else:
                     anomalous = False
                     if ENABLE_BOUNDARY_DEBUG:
@@ -426,7 +440,10 @@ def unique_noHash(seq):
                         # 2016-03-02 12:53:26 :: 28569 :: metric variable - value - 562.2
                         # single quoting results in the desired,
                         # 2016-03-02 13:16:17 :: 1515 :: metric variable - value - 5622.0
-                        added_at = str(int(time()))
+                        # @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+                        # added_at now passedas an argument to spin_process so that the panaroma_anomaly_file
+                        # can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH
+                        # added_at = str(int(time()))
                         source = 'graphite'
                         panaroma_anomaly_data = 'metric = \'%s\'\n' \
                                                 'value = \'%s\'\n' \
@@ -443,16 +460,23 @@ def unique_noHash(seq):
                                skyline_app, source, this_host, added_at)
 
                         # Create an anomaly file with details about the anomaly
-                        panaroma_anomaly_file = '%s/%s.%s.txt' % (
-                            settings.PANORAMA_CHECK_PATH, added_at,
+                        # @modified 20171214 - Task #2236: Change Boundary to only send to Panorama on alert
+                        # Only send to Panorama IF Boundary is going to alert,
+                        # so here the file is written to SKYLINE_TMP_DIR
+                        # instead and moved in def run() if an alert is sent
+                        # panaroma_anomaly_file = '%s/%s.%s.txt' % (
+                        #     settings.PANORAMA_CHECK_PATH, added_at,
+                        #     base_name)
+                        tmp_panaroma_anomaly_file = '%s/%s.%s.panorama_anomaly.txt' % (
+                            settings.SKYLINE_TMP_DIR, added_at,
                             base_name)
                         try:
                             write_data_to_file(
-                                skyline_app, panaroma_anomaly_file, 'w',
+                                skyline_app, tmp_panaroma_anomaly_file, 'w',
                                 panaroma_anomaly_data)
-                            logger.info('added panorama anomaly file :: %s' % (panaroma_anomaly_file))
+                            logger.info('added tmp panorama anomaly file :: %s' % (tmp_panaroma_anomaly_file))
                         except:
-                            logger.error('error :: failed to add panorama anomaly file :: %s' % (panaroma_anomaly_file))
+                            logger.error('error :: failed to add tmp panorama anomaly file :: %s' % (tmp_panaroma_anomaly_file))
                             logger.info(traceback.format_exc())
 
                     # If crucible is enabled - save timeseries and create a
@@ -630,6 +654,11 @@ def run(self):
                 sleep(10)
                 continue
 
+            # @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+            # Pass added_at as an argument t spin_process so that the panaroma_anomaly_file
+            # can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH
+            added_at = str(int(time()))
+
             # Spawn processes
             pids = []
             for i in range(1, settings.BOUNDARY_PROCESSES + 1):
@@ -637,7 +666,11 @@ def run(self):
                     logger.info('WARNING: Skyline Boundary is set for more cores than needed.')
                     break
 
-                p = Process(target=self.spin_process, args=(i, boundary_metrics))
+                # @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+                # Pass added_at as an argument to spin_process so that the panaroma_anomaly_file
+                # can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH
+                # p = Process(target=self.spin_process, args=(i, boundary_metrics))
+                p = Process(target=self.spin_process, args=(i, boundary_metrics, added_at))
                 pids.append(p)
                 p.start()
 
@@ -668,6 +701,33 @@ def run(self):
                 except Empty:
                     break
 
+            # @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately
+            # Expire keys
+            if settings.BOUNDARY_ENABLE_ALERTS:
+                for not_anomalous_metric in self.not_anomalous_metrics:
+                    metric_name = not_anomalous_metric[1]
+                    base_name = metric_name.replace(FULL_NAMESPACE, '', 1)
+                    algorithm = not_anomalous_metric[8]
+                    if ENABLE_BOUNDARY_DEBUG:
+                        logger.info("debug :: not_anomalous_metric - " + str(not_anomalous_metric))
+                    anomaly_cache_key_expiration_time = 1
+                    anomaly_cache_key = 'anomaly_seen.%s.%s' % (algorithm, base_name)
+                    times_seen = 0
+                    try:
+                        self.redis_conn.setex(anomaly_cache_key, anomaly_cache_key_expiration_time, packb(int(times_seen)))
+                    except:
+                        if ENABLE_BOUNDARY_DEBUG:
+                            logger.info('debug :: redis failed - anomaly_cache_key set failed - ' + str(anomaly_cache_key))
+                    # @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+                    # Remove tmp_panaroma_anomaly_file
+                    tmp_panaroma_anomaly_file = '%s/%s.%s.panorama_anomaly.txt' % (
+                        settings.SKYLINE_TMP_DIR, added_at, base_name)
+                    if os.path.isfile(tmp_panaroma_anomaly_file):
+                        try:
+                            os.remove(str(tmp_panaroma_anomaly_file))
+                        except OSError:
+                            pass
+
             # Send alerts
             if settings.BOUNDARY_ENABLE_ALERTS:
                 for anomalous_metric in self.anomalous_metrics:
@@ -740,6 +800,15 @@ def run(self):
                     if times_seen >= alert_threshold:
                         if ENABLE_BOUNDARY_DEBUG:
                             logger.info('debug :: times_seen %s is greater than or equal to alert_threshold %s' % (str(times_seen), str(alert_threshold)))
+
+                        # @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+                        tmp_panaroma_anomaly_file = '%s/%s.%s.panorama_anomaly.txt' % (
+                            settings.SKYLINE_TMP_DIR, added_at, base_name)
+                        if os.path.isfile(tmp_panaroma_anomaly_file):
+                            panaroma_anomaly_file = '%s/%s.%s.txt' % (
+                                settings.PANORAMA_CHECK_PATH, added_at, base_name)
+                            move_file(tmp_panaroma_anomaly_file, panaroma_anomaly_file)
+
                         for alerter in metric_alerters.split("|"):
                             # Determine alerter limits
                             send_alert = False
@@ -859,6 +928,17 @@ def run(self):
                         trigger_alert("syslog", datapoint, base_name, expiration_time, metric_trigger, algorithm)
                         logger.info('alert sent :: %s - %s - via syslog - %s' % (base_name, datapoint, algorithm))
 
+                    # @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+                    # Remove tmp_panaroma_anomaly_file
+                    tmp_panaroma_anomaly_file = '%s/%s.%s.panorama_anomaly.txt' % (
+                        settings.SKYLINE_TMP_DIR, added_at, base_name)
+                    if os.path.isfile(tmp_panaroma_anomaly_file):
+                        try:
+                            os.remove(str(tmp_panaroma_anomaly_file))
+                            logger.info('removed - %s' % str(tmp_panaroma_anomaly_file))
+                        except OSError:
+                            pass
+
             # Write anomalous_metrics to static webapp directory
             if len(self.anomalous_metrics) > 0:
                 filename = path.abspath(path.join(path.dirname(__file__), '..', settings.ANOMALY_DUMP))
@@ -919,6 +999,8 @@ def run(self):
 
             # Reset counters
             self.anomalous_metrics[:] = []
+            # @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately
+            self.not_anomalous_metrics[:] = []
 
             # Only run once per
             process_runtime = time() - now
diff --git a/skyline/panorama/panorama.py b/skyline/panorama/panorama.py
index 2864ce86..f0760b77 100644
--- a/skyline/panorama/panorama.py
+++ b/skyline/panorama/panorama.py
@@ -408,6 +408,8 @@ def spin_process(self, i, metric_check_file):
             return
 
         value = None
+        # @added 20171214 - Bug #2234: panorama metric_vars value check
+        value_valid = None
         try:
             # metric_vars.value
             # value = str(metric_vars.value)
@@ -416,12 +418,21 @@ def spin_process(self, i, metric_check_file):
             value = float(value_list[0])
             if settings.ENABLE_PANORAMA_DEBUG:
                 logger.info('debug :: metric variable - value - %s' % (value))
+            # @added 20171214 - Bug #2234: panorama metric_vars value check
+            value_valid = True
         except:
             logger.error('error :: failed to read value variable from check file - %s' % (metric_check_file))
             fail_check(skyline_app, metric_failed_check_dir, str(metric_check_file))
             return
 
-        if not value:
+        # @added 20171214 - Bug #2234: panorama metric_vars value check
+        # If value was float of 0.0 then this was interpolated as not set
+        # if not value:
+        if not value_valid:
+            # @added 20171214 - Bug #2234: panorama metric_vars value check
+            # Added exception handling here
+            logger.info(traceback.format_exc())
+            logger.error('error :: failed to read value variable from check file - %s' % (metric_check_file))
             fail_check(skyline_app, metric_failed_check_dir, str(metric_check_file))
             return
 
diff --git a/skyline/skyline_functions.py b/skyline/skyline_functions.py
index bcfcfa6f..500a8488 100644
--- a/skyline/skyline_functions.py
+++ b/skyline/skyline_functions.py
@@ -1278,3 +1278,70 @@ def get_memcache_fp_ids_object(current_skyline_app, base_name):
             pass
 
     return result
+
+
+# @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert
+def move_file(current_skyline_app, dest_dir, file_to_move):
+    """
+    Move a file.
+
+    :param current_skyline_app: the skyline app using this function
+    :param dest_dir: the directory the file is to be moved to
+    :param file_to_move: path and filename of the file to move
+    :type current_skyline_app: str
+    :type dest_dir: str
+    :type file_to_move: str
+    :return: ``True``, ``False``
+    :rtype: boolean
+
+    """
+    try:
+        os.getpid()
+    except:
+        import os
+
+    try:
+        shutil
+    except:
+        import shutil
+
+    try:
+        python_version
+    except:
+        from sys import version_info
+        python_version = int(version_info[0])
+
+    current_skyline_app_logger = str(current_skyline_app) + 'Log'
+    current_logger = logging.getLogger(current_skyline_app_logger)
+
+    if not os.path.exists(dest_dir):
+        try:
+            mkdir_p(dest_dir)
+            current_logger.info(
+                'created dest_dir - %s' % str(dest_dir))
+        except:
+            current_logger.info(traceback.format_exc())
+            current_logger.error(
+                'error :: failed to create dest_dir - %s' %
+                str(dest_dir))
+            return False
+
+    move_file_name = os.path.basename(str(file_to_move))
+    moved_file = '%s/%s' % (dest_dir, move_file_name)
+
+    try:
+        shutil.move(file_to_move, moved_file)
+        if python_version == 2:
+            os.chmod(moved_file, 0644)
+        if python_version == 3:
+            os.chmod(moved_file, mode=0o644)
+
+        current_logger.info('moved file to - %s' % moved_file)
+        return True
+    except OSError:
+        current_logger.info(traceback.format_exc())
+        msg = 'failed to move file to - %s' % moved_file
+        current_logger.error('error :: %s' % msg)
+        pass
+
+    return False

From 817010299be26d2c0dc4d805cea1c61f170f2c2e Mon Sep 17 00:00:00 2001
From: earthgecko <gary.wilson@of-networks.co.uk>
Date: Sat, 16 Dec 2017 10:41:29 +0000
Subject: [PATCH 3/4] ionosphere - v1.1.8 IssueID #2238: release 1.1.8

- Updated docs for release v1.1.8
- release 1.1.8

Added:
docs/releases/1_1_8.rst
Modified:
docs/_build/html/*
docs/conf.py
docs/releases.rst
docs/whats-new.md
skyline/skyline_version.py
---
 docs/releases/1_1_8.rst | 13 +++++++++++++
 1 file changed, 13 insertions(+)
 create mode 100644 docs/releases/1_1_8.rst

diff --git a/docs/releases/1_1_8.rst b/docs/releases/1_1_8.rst
new file mode 100644
index 00000000..5f060b81
--- /dev/null
+++ b/docs/releases/1_1_8.rst
@@ -0,0 +1,13 @@
+=============================
+1.1.8 - the ionosphere branch
+=============================
+
+v1.1.8-ionosphere - Dec 16, 2017
+
+Changes
+-------
+
+- Bumped to v1.1.8
+- Expiry boundary last_seen keys appropriately (Bug #2232)
+- Fix panorama metric_vars value check (Bug #2234)
+- Change Boundary to only send to Panorama on alert (Task #2236)

From 7612cf00921ece3a1b99f291fb79af23e0363512 Mon Sep 17 00:00:00 2001
From: earthgecko <gary.wilson@of-networks.co.uk>
Date: Sat, 16 Dec 2017 10:42:39 +0000
Subject: [PATCH 4/4] ionosphere - v1.1.8 IssueID #2238: release 1.1.8

- Updated docs for release v1.1.8

Modified:
docs/_build/html/*
---
 .../ionosphere_impact_on_anomaly_count.png    | Bin 0 -> 68562 bytes
 .../html/_modules/algorithm_exceptions.html   |   6 +-
 docs/_build/html/_modules/analyzer/agent.html |   6 +-
 .../html/_modules/analyzer/alerters.html      |   6 +-
 .../html/_modules/analyzer/algorithms.html    |   6 +-
 .../html/_modules/analyzer/analyzer.html      |   6 +-
 .../html/_modules/analyzer_dev/agent.html     |   6 +-
 .../html/_modules/analyzer_dev/alerters.html  |   6 +-
 .../_modules/analyzer_dev/algorithms_dev.html |   6 +-
 .../_modules/analyzer_dev/analyzer_dev.html   |   6 +-
 docs/_build/html/_modules/boundary/agent.html |   6 +-
 .../html/_modules/boundary/boundary.html      | 106 ++++++-
 .../_modules/boundary/boundary_alerters.html  |  14 +-
 .../boundary/boundary_algorithms.html         |   6 +-
 docs/_build/html/_modules/crucible/agent.html |   6 +-
 .../html/_modules/crucible/crucible.html      |   6 +-
 .../crucible/crucible_algorithms.html         |   6 +-
 docs/_build/html/_modules/database.html       |   6 +-
 .../html/_modules/features_profile.html       |   6 +-
 docs/_build/html/_modules/horizon/agent.html  |   6 +-
 docs/_build/html/_modules/horizon/listen.html |   6 +-
 docs/_build/html/_modules/horizon/roomba.html |   6 +-
 docs/_build/html/_modules/horizon/worker.html |   6 +-
 docs/_build/html/_modules/index.html          |   6 +-
 .../html/_modules/ionosphere/agent.html       |   6 +-
 .../html/_modules/ionosphere/ionosphere.html  |   6 +-
 .../html/_modules/ionosphere/layers.html      |   6 +-
 .../html/_modules/ionosphere/learn.html       |   6 +-
 .../html/_modules/ionosphere_functions.html   |   6 +-
 docs/_build/html/_modules/logging.html        |   6 +-
 docs/_build/html/_modules/mirage/agent.html   |   6 +-
 docs/_build/html/_modules/mirage/mirage.html  |   6 +-
 .../html/_modules/mirage/mirage_alerters.html |   6 +-
 .../_modules/mirage/mirage_algorithms.html    |   6 +-
 .../_build/html/_modules/mirage/negaters.html |   6 +-
 docs/_build/html/_modules/panorama/agent.html |   6 +-
 .../html/_modules/panorama/panorama.html      |  19 +-
 .../html/_modules/skyline_functions.html      |  73 ++++-
 .../html/_modules/validate_settings.html      |   6 +-
 docs/_build/html/_modules/webapp/backend.html |   6 +-
 .../_modules/webapp/ionosphere_backend.html   |  18 +-
 .../html/_modules/webapp/utilities.html       |   6 +-
 docs/_build/html/_modules/webapp/webapp.html  |   6 +-
 docs/_build/html/_sources/ionosphere.txt      |  25 ++
 docs/_build/html/_sources/releases.txt        |   1 +
 docs/_build/html/_sources/releases/1_1_6.txt  |   2 +-
 docs/_build/html/_sources/releases/1_1_8.txt  |  13 +
 docs/_build/html/_sources/whats-new.txt       |   4 +
 docs/_build/html/alert-testing.html           |   6 +-
 docs/_build/html/analyzer-optimizations.html  |   6 +-
 docs/_build/html/analyzer.html                |   6 +-
 docs/_build/html/boundary.html                |   6 +-
 docs/_build/html/crucible.html                |   6 +-
 .../debian-and-vagrant-installation-tips.html |   6 +-
 .../development/building-documentation.html   |   6 +-
 docs/_build/html/development/debugging.html   |   6 +-
 docs/_build/html/development/index.html       |   6 +-
 docs/_build/html/development/ionosphere.html  |   6 +-
 docs/_build/html/development/pytz.html        |   6 +-
 docs/_build/html/development/tsfresh.html     |   6 +-
 docs/_build/html/development/webapp.html      |   6 +-
 docs/_build/html/genindex.html                |  10 +-
 .../html/getting-data-into-skyline.html       |   6 +-
 docs/_build/html/getting-started.html         |   6 +-
 docs/_build/html/horizon.html                 |   6 +-
 docs/_build/html/index.html                   |   6 +-
 docs/_build/html/installation.html            |   6 +-
 docs/_build/html/ionosphere.html              |  26 +-
 docs/_build/html/logging.html                 |   6 +-
 docs/_build/html/mirage-1.pdf                 | Bin 21874 -> 21874 bytes
 docs/_build/html/mirage.html                  |   6 +-
 docs/_build/html/modules.html                 |   6 +-
 docs/_build/html/monitoring-skyline.html      |   6 +-
 docs/_build/html/monotonic-metrics.html       |   6 +-
 docs/_build/html/objects.inv                  | Bin 4904 -> 4919 bytes
 docs/_build/html/overview.html                |   6 +-
 docs/_build/html/panorama.html                |   6 +-
 docs/_build/html/py-modindex.html             |   6 +-
 docs/_build/html/redis-integration.html       |   6 +-
 docs/_build/html/releases.html                |  12 +-
 docs/_build/html/releases/1_0_0.html          |   7 +-
 docs/_build/html/releases/1_0_1.html          |   7 +-
 docs/_build/html/releases/1_0_2.html          |   7 +-
 docs/_build/html/releases/1_0_3.html          |   7 +-
 docs/_build/html/releases/1_0_4.html          |   7 +-
 docs/_build/html/releases/1_0_5.html          |   7 +-
 docs/_build/html/releases/1_0_6.html          |   7 +-
 docs/_build/html/releases/1_0_7.html          |   7 +-
 docs/_build/html/releases/1_0_8.html          |   7 +-
 docs/_build/html/releases/1_1_0.html          |   7 +-
 docs/_build/html/releases/1_1_1.html          |   7 +-
 docs/_build/html/releases/1_1_2.html          |   7 +-
 docs/_build/html/releases/1_1_3.html          |   7 +-
 docs/_build/html/releases/1_1_4.html          |   7 +-
 docs/_build/html/releases/1_1_5.html          |   7 +-
 docs/_build/html/releases/1_1_6.html          |   9 +-
 docs/_build/html/releases/1_1_7.html          |  11 +-
 docs/_build/html/releases/1_1_8.html          | 274 ++++++++++++++++++
 docs/_build/html/requirements.html            |   6 +-
 docs/_build/html/roadmap.html                 |   6 +-
 .../html/running-in-python-virtualenv.html    |   6 +-
 docs/_build/html/search.html                  |   6 +-
 docs/_build/html/searchindex.js               |   2 +-
 docs/_build/html/skyline-and-friends.html     |   6 +-
 docs/_build/html/skyline.analyzer.html        |   8 +-
 docs/_build/html/skyline.analyzer_dev.html    |   6 +-
 docs/_build/html/skyline.boundary.html        |   8 +-
 docs/_build/html/skyline.crucible.html        |   6 +-
 docs/_build/html/skyline.horizon.html         |   6 +-
 docs/_build/html/skyline.html                 |  31 +-
 docs/_build/html/skyline.ionosphere.html      |   6 +-
 docs/_build/html/skyline.mirage.html          |   8 +-
 docs/_build/html/skyline.panorama.html        |   6 +-
 .../_build/html/skyline.tsfresh_features.html |   6 +-
 docs/_build/html/skyline.webapp.html          |   6 +-
 docs/_build/html/tsfresh.html                 |   6 +-
 docs/_build/html/tuning-tips.html             |   6 +-
 .../upgrading/crucible-to-ionosphere.html     |   6 +-
 .../html/upgrading/etsy-to-crucible.html      |   6 +-
 .../html/upgrading/etsy-to-ionosphere.html    |   6 +-
 docs/_build/html/upgrading/index.html         |   6 +-
 docs/_build/html/webapp.html                  |   6 +-
 docs/_build/html/whats-new.html               |  11 +-
 123 files changed, 920 insertions(+), 368 deletions(-)
 create mode 100644 docs/_build/html/_images/ionosphere_impact_on_anomaly_count.png
 create mode 100644 docs/_build/html/_sources/releases/1_1_8.txt
 create mode 100644 docs/_build/html/releases/1_1_8.html

diff --git a/docs/_build/html/_images/ionosphere_impact_on_anomaly_count.png b/docs/_build/html/_images/ionosphere_impact_on_anomaly_count.png
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zelaEo8Di58+_(Sy-oqZD140LlVOf5X*;of1!5Lx(3(B?yuNVT?fILfMQ38L53w}Ym
zXd*n|THqUKr2RoySVwmV9q94!{~(|$`}eU3;O2I?1mPVKf)iGK7Ec2~g;Dah=H9H~
z2-1?VGox@V{>v7p|J#mV3dsNZ+=Gu$8fT0ip%Qe0>`Bm%3nBrXM372J(6KpLAjHLz
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BOn(3X

literal 0
HcmV?d00001

diff --git a/docs/_build/html/_modules/algorithm_exceptions.html b/docs/_build/html/_modules/algorithm_exceptions.html
index fd05f8ae..e9a18a7a 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 1.1.7-beta documentation</title>
+  <title>algorithm_exceptions &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -206,7 +206,7 @@ <h1>Source code for algorithm_exceptions</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 b04a7f5b..230a37bf 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 1.1.7-beta documentation</title>
+  <title>analyzer.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -320,7 +320,7 @@ <h1>Source code for analyzer.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 49f19ecf..a65e0101 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 1.1.7-beta documentation</title>
+  <title>analyzer.alerters &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -1076,7 +1076,7 @@ <h1>Source code for analyzer.alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 30b86ddb..35c49432 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 1.1.7-beta documentation</title>
+  <title>analyzer.algorithms &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -811,7 +811,7 @@ <h1>Source code for analyzer.algorithms</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 553c51ef..b0544224 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 1.1.7-beta documentation</title>
+  <title>analyzer.analyzer &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -2033,7 +2033,7 @@ <h1>Source code for analyzer.analyzer</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 f350eabc..b39ec1ae 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 1.1.7-beta documentation</title>
+  <title>analyzer_dev.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -378,7 +378,7 @@ <h1>Source code for analyzer_dev.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 2de34633..5651589a 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 1.1.7-beta documentation</title>
+  <title>analyzer_dev.alerters &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -372,7 +372,7 @@ <h1>Source code for analyzer_dev.alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 bd21aad0..91e8815f 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 1.1.7-beta documentation</title>
+  <title>analyzer_dev.algorithms_dev &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -696,7 +696,7 @@ <h1>Source code for analyzer_dev.algorithms_dev</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 be3a73c0..0607063a 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 1.1.7-beta documentation</title>
+  <title>analyzer_dev.analyzer_dev &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -744,7 +744,7 @@ <h1>Source code for analyzer_dev.analyzer_dev</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 453db54f..81bc0642 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 1.1.7-beta documentation</title>
+  <title>boundary.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -362,7 +362,7 @@ <h1>Source code for boundary.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 1f206edf..a1f1a1ba 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 1.1.7-beta documentation</title>
+  <title>boundary.boundary &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -186,7 +186,10 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
 <span class="kn">import</span> <span class="nn">sys</span>
 <span class="kn">import</span> <span class="nn">os.path</span>
 <span class="kn">import</span> <span class="nn">settings</span>
-<span class="kn">from</span> <span class="nn">skyline_functions</span> <span class="k">import</span> <span class="n">send_graphite_metric</span><span class="p">,</span> <span class="n">write_data_to_file</span>
+<span class="c1"># @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+<span class="c1"># Added move_file</span>
+<span class="kn">from</span> <span class="nn">skyline_functions</span> <span class="k">import</span> <span class="p">(</span>
+    <span class="n">send_graphite_metric</span><span class="p">,</span> <span class="n">write_data_to_file</span><span class="p">,</span> <span class="n">move_file</span><span class="p">)</span>
 
 <span class="kn">from</span> <span class="nn">boundary_alerters</span> <span class="k">import</span> <span class="n">trigger_alert</span>
 <span class="kn">from</span> <span class="nn">boundary_algorithms</span> <span class="k">import</span> <span class="n">run_selected_algorithm</span>
@@ -241,6 +244,8 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
         <span class="bp">self</span><span class="o">.</span><span class="n">anomalous_metrics</span> <span class="o">=</span> <span class="n">Manager</span><span class="p">()</span><span class="o">.</span><span class="n">list</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">exceptions_q</span> <span class="o">=</span> <span class="n">Queue</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">anomaly_breakdown_q</span> <span class="o">=</span> <span class="n">Queue</span><span class="p">()</span>
+        <span class="c1"># @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">not_anomalous_metrics</span> <span class="o">=</span> <span class="n">Manager</span><span class="p">()</span><span class="o">.</span><span class="n">list</span><span class="p">()</span>
 
 <div class="viewcode-block" id="Boundary.check_if_parent_is_alive"><a class="viewcode-back" href="../../skyline.boundary.html#boundary.boundary.Boundary.check_if_parent_is_alive">[docs]</a>    <span class="k">def</span> <span class="nf">check_if_parent_is_alive</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
@@ -269,7 +274,11 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
             <span class="k">else</span><span class="p">:</span>
                 <span class="k">raise</span></div>
 
-<div class="viewcode-block" id="Boundary.spin_process"><a class="viewcode-back" href="../../skyline.boundary.html#boundary.boundary.Boundary.spin_process">[docs]</a>    <span class="k">def</span> <span class="nf">spin_process</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">boundary_metrics</span><span class="p">):</span>
+    <span class="c1"># @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+    <span class="c1"># Pass added_at as an argument to spin_process so that the panaroma_anomaly_file</span>
+    <span class="c1"># can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH</span>
+    <span class="c1"># def spin_process(self, i, boundary_metrics):</span>
+<div class="viewcode-block" id="Boundary.spin_process"><a class="viewcode-back" href="../../skyline.boundary.html#boundary.boundary.Boundary.spin_process">[docs]</a>    <span class="k">def</span> <span class="nf">spin_process</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">boundary_metrics</span><span class="p">,</span> <span class="n">added_at</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Assign a bunch of metrics for a process to analyze.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
@@ -553,6 +562,11 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                     <span class="p">)</span>
                     <span class="k">if</span> <span class="n">ENABLE_BOUNDARY_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;debug :: analysed - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">metric_name</span><span class="p">))</span>
+                    <span class="c1"># @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately</span>
+                    <span class="c1"># If it&#39;s not anomalous, add it to list</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">anomalous</span><span class="p">:</span>
+                        <span class="n">not_anomalous_metric</span> <span class="o">=</span> <span class="p">[</span><span class="n">datapoint</span><span class="p">,</span> <span class="n">metric_name</span><span class="p">,</span> <span class="n">metric_expiration_time</span><span class="p">,</span> <span class="n">metric_min_average</span><span class="p">,</span> <span class="n">metric_min_average_seconds</span><span class="p">,</span> <span class="n">metric_trigger</span><span class="p">,</span> <span class="n">alert_threshold</span><span class="p">,</span> <span class="n">metric_alerters</span><span class="p">,</span> <span class="n">algorithm</span><span class="p">]</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">not_anomalous_metrics</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">not_anomalous_metric</span><span class="p">)</span>
                 <span class="k">else</span><span class="p">:</span>
                     <span class="n">anomalous</span> <span class="o">=</span> <span class="kc">False</span>
                     <span class="k">if</span> <span class="n">ENABLE_BOUNDARY_DEBUG</span><span class="p">:</span>
@@ -591,7 +605,10 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                         <span class="c1"># 2016-03-02 12:53:26 :: 28569 :: metric variable - value - 562.2</span>
                         <span class="c1"># single quoting results in the desired,</span>
                         <span class="c1"># 2016-03-02 13:16:17 :: 1515 :: metric variable - value - 5622.0</span>
-                        <span class="n">added_at</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">time</span><span class="p">()))</span>
+                        <span class="c1"># @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+                        <span class="c1"># added_at now passedas an argument to spin_process so that the panaroma_anomaly_file</span>
+                        <span class="c1"># can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH</span>
+                        <span class="c1"># added_at = str(int(time()))</span>
                         <span class="n">source</span> <span class="o">=</span> <span class="s1">&#39;graphite&#39;</span>
                         <span class="n">panaroma_anomaly_data</span> <span class="o">=</span> <span class="s1">&#39;metric = </span><span class="se">\&#39;</span><span class="si">%s</span><span class="se">\&#39;\n</span><span class="s1">&#39;</span> \
                                                 <span class="s1">&#39;value = </span><span class="se">\&#39;</span><span class="si">%s</span><span class="se">\&#39;\n</span><span class="s1">&#39;</span> \
@@ -608,16 +625,23 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                                <span class="n">skyline_app</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">this_host</span><span class="p">,</span> <span class="n">added_at</span><span class="p">)</span>
 
                         <span class="c1"># Create an anomaly file with details about the anomaly</span>
-                        <span class="n">panaroma_anomaly_file</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1">.txt&#39;</span> <span class="o">%</span> <span class="p">(</span>
-                            <span class="n">settings</span><span class="o">.</span><span class="n">PANORAMA_CHECK_PATH</span><span class="p">,</span> <span class="n">added_at</span><span class="p">,</span>
+                        <span class="c1"># @modified 20171214 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+                        <span class="c1"># Only send to Panorama IF Boundary is going to alert,</span>
+                        <span class="c1"># so here the file is written to SKYLINE_TMP_DIR</span>
+                        <span class="c1"># instead and moved in def run() if an alert is sent</span>
+                        <span class="c1"># panaroma_anomaly_file = &#39;%s/%s.%s.txt&#39; % (</span>
+                        <span class="c1">#     settings.PANORAMA_CHECK_PATH, added_at,</span>
+                        <span class="c1">#     base_name)</span>
+                        <span class="n">tmp_panaroma_anomaly_file</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1">.panorama_anomaly.txt&#39;</span> <span class="o">%</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">added_at</span><span class="p">,</span>
                             <span class="n">base_name</span><span class="p">)</span>
                         <span class="k">try</span><span class="p">:</span>
                             <span class="n">write_data_to_file</span><span class="p">(</span>
-                                <span class="n">skyline_app</span><span class="p">,</span> <span class="n">panaroma_anomaly_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">,</span>
+                                <span class="n">skyline_app</span><span class="p">,</span> <span class="n">tmp_panaroma_anomaly_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">,</span>
                                 <span class="n">panaroma_anomaly_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;added panorama anomaly file :: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">panaroma_anomaly_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="s1">&#39;added tmp panorama anomaly file :: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">tmp_panaroma_anomaly_file</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 add panorama anomaly file :: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">panaroma_anomaly_file</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 add tmp panorama anomaly file :: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">tmp_panaroma_anomaly_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"># If crucible is enabled - save timeseries and create a</span>
@@ -795,6 +819,11 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                 <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="c1"># @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+            <span class="c1"># Pass added_at as an argument t spin_process so that the panaroma_anomaly_file</span>
+            <span class="c1"># can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH</span>
+            <span class="n">added_at</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">time</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="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">BOUNDARY_PROCESSES</span> <span class="o">+</span> <span class="mi">1</span><span class="p">):</span>
@@ -802,7 +831,11 @@ <h1>Source code for boundary.boundary</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 Boundary 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">boundary_metrics</span><span class="p">))</span>
+                <span class="c1"># @modified 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+                <span class="c1"># Pass added_at as an argument to spin_process so that the panaroma_anomaly_file</span>
+                <span class="c1"># can be moved from SKYLINE_TMP_DIR to the PANORAMA_CHECK_PATH</span>
+                <span class="c1"># p = Process(target=self.spin_process, args=(i, boundary_metrics))</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">boundary_metrics</span><span class="p">,</span> <span class="n">added_at</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">p</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
 
@@ -833,6 +866,33 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                 <span class="k">except</span> <span class="n">Empty</span><span class="p">:</span>
                     <span class="k">break</span>
 
+            <span class="c1"># @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately</span>
+            <span class="c1"># Expire keys</span>
+            <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">BOUNDARY_ENABLE_ALERTS</span><span class="p">:</span>
+                <span class="k">for</span> <span class="n">not_anomalous_metric</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">not_anomalous_metrics</span><span class="p">:</span>
+                    <span class="n">metric_name</span> <span class="o">=</span> <span class="n">not_anomalous_metric</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
+                    <span class="n">base_name</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="n">FULL_NAMESPACE</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+                    <span class="n">algorithm</span> <span class="o">=</span> <span class="n">not_anomalous_metric</span><span class="p">[</span><span class="mi">8</span><span class="p">]</span>
+                    <span class="k">if</span> <span class="n">ENABLE_BOUNDARY_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="s2">&quot;debug :: not_anomalous_metric - &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">not_anomalous_metric</span><span class="p">))</span>
+                    <span class="n">anomaly_cache_key_expiration_time</span> <span class="o">=</span> <span class="mi">1</span>
+                    <span class="n">anomaly_cache_key</span> <span class="o">=</span> <span class="s1">&#39;anomaly_seen.</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">algorithm</span><span class="p">,</span> <span class="n">base_name</span><span class="p">)</span>
+                    <span class="n">times_seen</span> <span class="o">=</span> <span class="mi">0</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="k">except</span><span class="p">:</span>
+                        <span class="k">if</span> <span class="n">ENABLE_BOUNDARY_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;debug :: redis failed - anomaly_cache_key set failed - &#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">anomaly_cache_key</span><span class="p">))</span>
+                    <span class="c1"># @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+                    <span class="c1"># Remove tmp_panaroma_anomaly_file</span>
+                    <span class="n">tmp_panaroma_anomaly_file</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1">.panorama_anomaly.txt&#39;</span> <span class="o">%</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">added_at</span><span class="p">,</span> <span class="n">base_name</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isfile</span><span class="p">(</span><span class="n">tmp_panaroma_anomaly_file</span><span class="p">):</span>
+                        <span class="k">try</span><span class="p">:</span>
+                            <span class="n">os</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">tmp_panaroma_anomaly_file</span><span class="p">))</span>
+                        <span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
+                            <span class="k">pass</span>
+
             <span class="c1"># Send alerts</span>
             <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">BOUNDARY_ENABLE_ALERTS</span><span class="p">:</span>
                 <span class="k">for</span> <span class="n">anomalous_metric</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">anomalous_metrics</span><span class="p">:</span>
@@ -905,6 +965,15 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                     <span class="k">if</span> <span class="n">times_seen</span> <span class="o">&gt;=</span> <span class="n">alert_threshold</span><span class="p">:</span>
                         <span class="k">if</span> <span class="n">ENABLE_BOUNDARY_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;debug :: times_seen </span><span class="si">%s</span><span class="s1"> is greater than or equal to alert_threshold </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">times_seen</span><span class="p">),</span> <span class="nb">str</span><span class="p">(</span><span class="n">alert_threshold</span><span class="p">)))</span>
+
+                        <span class="c1"># @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+                        <span class="n">tmp_panaroma_anomaly_file</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1">.panorama_anomaly.txt&#39;</span> <span class="o">%</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">added_at</span><span class="p">,</span> <span class="n">base_name</span><span class="p">)</span>
+                        <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isfile</span><span class="p">(</span><span class="n">tmp_panaroma_anomaly_file</span><span class="p">):</span>
+                            <span class="n">panaroma_anomaly_file</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1">.txt&#39;</span> <span class="o">%</span> <span class="p">(</span>
+                                <span class="n">settings</span><span class="o">.</span><span class="n">PANORAMA_CHECK_PATH</span><span class="p">,</span> <span class="n">added_at</span><span class="p">,</span> <span class="n">base_name</span><span class="p">)</span>
+                            <span class="n">move_file</span><span class="p">(</span><span class="n">tmp_panaroma_anomaly_file</span><span class="p">,</span> <span class="n">panaroma_anomaly_file</span><span class="p">)</span>
+
                         <span class="k">for</span> <span class="n">alerter</span> <span class="ow">in</span> <span class="n">metric_alerters</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;|&quot;</span><span class="p">):</span>
                             <span class="c1"># Determine alerter limits</span>
                             <span class="n">send_alert</span> <span class="o">=</span> <span class="kc">False</span>
@@ -1024,6 +1093,17 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
                         <span class="n">trigger_alert</span><span class="p">(</span><span class="s2">&quot;syslog&quot;</span><span class="p">,</span> <span class="n">datapoint</span><span class="p">,</span> <span class="n">base_name</span><span class="p">,</span> <span class="n">expiration_time</span><span class="p">,</span> <span class="n">metric_trigger</span><span class="p">,</span> <span class="n">algorithm</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;alert sent :: </span><span class="si">%s</span><span class="s1"> - </span><span class="si">%s</span><span class="s1"> - via syslog - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">base_name</span><span class="p">,</span> <span class="n">datapoint</span><span class="p">,</span> <span class="n">algorithm</span><span class="p">))</span>
 
+                    <span class="c1"># @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+                    <span class="c1"># Remove tmp_panaroma_anomaly_file</span>
+                    <span class="n">tmp_panaroma_anomaly_file</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.</span><span class="si">%s</span><span class="s1">.panorama_anomaly.txt&#39;</span> <span class="o">%</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">added_at</span><span class="p">,</span> <span class="n">base_name</span><span class="p">)</span>
+                    <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isfile</span><span class="p">(</span><span class="n">tmp_panaroma_anomaly_file</span><span class="p">):</span>
+                        <span class="k">try</span><span class="p">:</span>
+                            <span class="n">os</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">tmp_panaroma_anomaly_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="s1">&#39;removed - </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">tmp_panaroma_anomaly_file</span><span class="p">))</span>
+                        <span class="k">except</span> <span class="ne">OSError</span><span class="p">:</span>
+                            <span class="k">pass</span>
+
             <span class="c1"># Write anomalous_metrics to static webapp directory</span>
             <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">anomalous_metrics</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
                 <span class="n">filename</span> <span class="o">=</span> <span class="n">path</span><span class="o">.</span><span class="n">abspath</span><span class="p">(</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</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="s1">&#39;..&#39;</span><span class="p">,</span> <span class="n">settings</span><span class="o">.</span><span class="n">ANOMALY_DUMP</span><span class="p">))</span>
@@ -1084,6 +1164,8 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
 
             <span class="c1"># Reset counters</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">anomalous_metrics</span><span class="p">[:]</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="c1"># @added 20171214 - Bug #2232: Expiry boundary last_seen keys appropriately</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">not_anomalous_metrics</span><span class="p">[:]</span> <span class="o">=</span> <span class="p">[]</span>
 
             <span class="c1"># Only run once per</span>
             <span class="n">process_runtime</span> <span class="o">=</span> <span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">now</span>
@@ -1129,7 +1211,7 @@ <h1>Source code for boundary.boundary</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 9b31845f..b6cb4b4d 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 1.1.7-beta documentation</title>
+  <title>boundary.boundary_alerters &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -309,13 +309,7 @@ <h1>Source code for boundary.boundary_alerters</h1><div class="highlight"><pre>
     <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">PAGERDUTY_ENABLED</span><span class="p">:</span>
         <span class="kn">import</span> <span class="nn">pygerduty</span>
         <span class="n">pager</span> <span class="o">=</span> <span class="n">pygerduty</span><span class="o">.</span><span class="n">PagerDuty</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">BOUNDARY_PAGERDUTY_OPTS</span><span class="p">[</span><span class="s1">&#39;subdomain&#39;</span><span class="p">],</span> <span class="n">settings</span><span class="o">.</span><span class="n">BOUNDARY_PAGERDUTY_OPTS</span><span class="p">[</span><span class="s1">&#39;auth_token&#39;</span><span class="p">])</span>
-<span class="c1"># @modified 20170921 - Skyline Boundary alert not firing Pagerduty</span>
-<span class="c1"># Debug</span>
-        <span class="c1"># pager.trigger_incident(settings.BOUNDARY_PAGERDUTY_OPTS[&#39;key&#39;], &#39;Anomalous metric: %s (value: %s) - %s&#39; % (metric_name, datapoint, algorithm))</span>
-        <span class="n">trigger_incident_result</span> <span class="o">=</span> <span class="n">pager</span><span class="o">.</span><span class="n">trigger_incident</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">BOUNDARY_PAGERDUTY_OPTS</span><span class="p">[</span><span class="s1">&#39;key&#39;</span><span class="p">],</span> <span class="s1">&#39;Anomalous metric: </span><span class="si">%s</span><span class="s1"> (value: </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">metric_name</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">datapoint</span><span class="p">),</span> <span class="n">algorithm</span><span class="p">))</span>
-        <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">skyline_app_logger</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 :: pygerduty trigger_incident_result&#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="s1">&#39;debug :: </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">trigger_incident_result</span><span class="p">))</span>
+        <span class="n">pager</span><span class="o">.</span><span class="n">trigger_incident</span><span class="p">(</span><span class="n">settings</span><span class="o">.</span><span class="n">BOUNDARY_PAGERDUTY_OPTS</span><span class="p">[</span><span class="s1">&#39;key&#39;</span><span class="p">],</span> <span class="s1">&#39;Anomalous metric: </span><span class="si">%s</span><span class="s1"> (value: </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">metric_name</span><span class="p">,</span> <span class="n">datapoint</span><span class="p">,</span> <span class="n">algorithm</span><span class="p">))</span>
     <span class="k">else</span><span class="p">:</span>
         <span class="k">return</span> <span class="kc">False</span></div>
 
@@ -454,7 +448,7 @@ <h1>Source code for boundary.boundary_alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 7bb46d51..9e8f976f 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 1.1.7-beta documentation</title>
+  <title>boundary.boundary_algorithms &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -562,7 +562,7 @@ <h1>Source code for boundary.boundary_algorithms</h1><div class="highlight"><pre
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 494864a0..5d8bdd4e 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 1.1.7-beta documentation</title>
+  <title>crucible.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -313,7 +313,7 @@ <h1>Source code for crucible.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 f4a5ef92..7b29767f 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 1.1.7-beta documentation</title>
+  <title>crucible.crucible &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -1133,7 +1133,7 @@ <h1>Source code for crucible.crucible</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 256c5839..9b7c2454 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 1.1.7-beta documentation</title>
+  <title>crucible.crucible_algorithms &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -702,7 +702,7 @@ <h1>Source code for crucible.crucible_algorithms</h1><div class="highlight"><pre
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/database.html b/docs/_build/html/_modules/database.html
index f214fae6..5315dffc 100644
--- a/docs/_build/html/_modules/database.html
+++ b/docs/_build/html/_modules/database.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>database &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>database &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -396,7 +396,7 @@ <h1>Source code for database</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/features_profile.html b/docs/_build/html/_modules/features_profile.html
index 21ccf3c7..d0bd6cbb 100644
--- a/docs/_build/html/_modules/features_profile.html
+++ b/docs/_build/html/_modules/features_profile.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>features_profile &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>features_profile &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -583,7 +583,7 @@ <h1>Source code for features_profile</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 fb66f15d..be609715 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 1.1.7-beta documentation</title>
+  <title>horizon.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -335,7 +335,7 @@ <h1>Source code for horizon.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 9a0dcac2..d5b6dc60 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 1.1.7-beta documentation</title>
+  <title>horizon.listen &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -504,7 +504,7 @@ <h1>Source code for horizon.listen</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 be122643..1fff483e 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 1.1.7-beta documentation</title>
+  <title>horizon.roomba &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -492,7 +492,7 @@ <h1>Source code for horizon.roomba</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 da670dcf..4f0a523e 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 1.1.7-beta documentation</title>
+  <title>horizon.worker &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -442,7 +442,7 @@ <h1>Source code for horizon.worker</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 5fb1359b..08067fd6 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 1.1.7-beta documentation</title>
+  <title>Overview: module code &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/> 
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/> 
 
   
   <script src="../_static/js/modernizr.min.js"></script>
@@ -234,7 +234,7 @@ <h1>All modules for which code is available</h1>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/ionosphere/agent.html b/docs/_build/html/_modules/ionosphere/agent.html
index e45977ae..3306897c 100644
--- a/docs/_build/html/_modules/ionosphere/agent.html
+++ b/docs/_build/html/_modules/ionosphere/agent.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>ionosphere.agent &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>ionosphere.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -350,7 +350,7 @@ <h1>Source code for ionosphere.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/ionosphere/ionosphere.html b/docs/_build/html/_modules/ionosphere/ionosphere.html
index 622a7c1b..7ad1732c 100644
--- a/docs/_build/html/_modules/ionosphere/ionosphere.html
+++ b/docs/_build/html/_modules/ionosphere/ionosphere.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>ionosphere.ionosphere &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>ionosphere.ionosphere &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -2719,7 +2719,7 @@ <h1>Source code for ionosphere.ionosphere</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/ionosphere/layers.html b/docs/_build/html/_modules/ionosphere/layers.html
index 34176c85..2a1ce2b2 100644
--- a/docs/_build/html/_modules/ionosphere/layers.html
+++ b/docs/_build/html/_modules/ionosphere/layers.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>ionosphere.layers &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>ionosphere.layers &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -693,7 +693,7 @@ <h1>Source code for ionosphere.layers</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/ionosphere/learn.html b/docs/_build/html/_modules/ionosphere/learn.html
index d8e50a4d..c8450dac 100644
--- a/docs/_build/html/_modules/ionosphere/learn.html
+++ b/docs/_build/html/_modules/ionosphere/learn.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>ionosphere.learn &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>ionosphere.learn &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -1628,7 +1628,7 @@ <h1>Source code for ionosphere.learn</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/ionosphere_functions.html b/docs/_build/html/_modules/ionosphere_functions.html
index c2719fc3..68f59625 100644
--- a/docs/_build/html/_modules/ionosphere_functions.html
+++ b/docs/_build/html/_modules/ionosphere_functions.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>ionosphere_functions &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>ionosphere_functions &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -1122,7 +1122,7 @@ <h1>Source code for ionosphere_functions</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 445af8f3..d9305892 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 1.1.7-beta documentation</title>
+  <title>logging &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -1940,7 +1940,7 @@ <h1>Source code for logging</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 b914c549..40ce1ee6 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 1.1.7-beta documentation</title>
+  <title>mirage.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -295,7 +295,7 @@ <h1>Source code for mirage.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 a434f21c..0958d08a 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 1.1.7-beta documentation</title>
+  <title>mirage.mirage &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -1543,7 +1543,7 @@ <h1>Source code for mirage.mirage</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 74fcbdb2..64d075d9 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 1.1.7-beta documentation</title>
+  <title>mirage.mirage_alerters &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -998,7 +998,7 @@ <h1>Source code for mirage.mirage_alerters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 8635a91b..18cc0468 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 1.1.7-beta documentation</title>
+  <title>mirage.mirage_algorithms &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -675,7 +675,7 @@ <h1>Source code for mirage.mirage_algorithms</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 34638228..fd56bd1e 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 1.1.7-beta documentation</title>
+  <title>mirage.negaters &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -372,7 +372,7 @@ <h1>Source code for mirage.negaters</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 0707404f..2d841f00 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 1.1.7-beta documentation</title>
+  <title>panorama.agent &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -328,7 +328,7 @@ <h1>Source code for panorama.agent</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 369912ba..f9c858bb 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 1.1.7-beta documentation</title>
+  <title>panorama.panorama &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -573,6 +573,8 @@ <h1>Source code for panorama.panorama</h1><div class="highlight"><pre>
             <span class="k">return</span>
 
         <span class="n">value</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="c1"># @added 20171214 - Bug #2234: panorama metric_vars value check</span>
+        <span class="n">value_valid</span> <span class="o">=</span> <span class="kc">None</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="c1"># metric_vars.value</span>
             <span class="c1"># value = str(metric_vars.value)</span>
@@ -581,12 +583,21 @@ <h1>Source code for panorama.panorama</h1><div class="highlight"><pre>
             <span class="n">value</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="n">value_list</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
             <span class="k">if</span> <span class="n">settings</span><span class="o">.</span><span class="n">ENABLE_PANORAMA_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;debug :: metric variable - value - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">value</span><span class="p">))</span>
+            <span class="c1"># @added 20171214 - Bug #2234: panorama metric_vars value check</span>
+            <span class="n">value_valid</span> <span class="o">=</span> <span class="kc">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 read value variable from check file - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">metric_check_file</span><span class="p">))</span>
             <span class="n">fail_check</span><span class="p">(</span><span class="n">skyline_app</span><span class="p">,</span> <span class="n">metric_failed_check_dir</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="k">return</span>
 
-        <span class="k">if</span> <span class="ow">not</span> <span class="n">value</span><span class="p">:</span>
+        <span class="c1"># @added 20171214 - Bug #2234: panorama metric_vars value check</span>
+        <span class="c1"># If value was float of 0.0 then this was interpolated as not set</span>
+        <span class="c1"># if not value:</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">value_valid</span><span class="p">:</span>
+            <span class="c1"># @added 20171214 - Bug #2234: panorama metric_vars value check</span>
+            <span class="c1"># Added exception handling here</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">error</span><span class="p">(</span><span class="s1">&#39;error :: failed to read value variable from check file - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">metric_check_file</span><span class="p">))</span>
             <span class="n">fail_check</span><span class="p">(</span><span class="n">skyline_app</span><span class="p">,</span> <span class="n">metric_failed_check_dir</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="k">return</span>
 
@@ -1348,7 +1359,7 @@ <h1>Source code for panorama.panorama</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 f14354e1..eb0a4320 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 1.1.7-beta documentation</title>
+  <title>skyline_functions &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -1443,6 +1443,73 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
             <span class="k">pass</span>
 
     <span class="k">return</span> <span class="n">result</span></div>
+
+
+<span class="c1"># @added 20171216 - Task #2236: Change Boundary to only send to Panorama on alert</span>
+<div class="viewcode-block" id="move_file"><a class="viewcode-back" href="../skyline.html#skyline_functions.move_file">[docs]</a><span class="k">def</span> <span class="nf">move_file</span><span class="p">(</span><span class="n">current_skyline_app</span><span class="p">,</span> <span class="n">dest_dir</span><span class="p">,</span> <span class="n">file_to_move</span><span class="p">):</span>
+    <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Move a file.</span>
+
+<span class="sd">    :param current_skyline_app: the skyline app using this function</span>
+<span class="sd">    :param dest_dir: the directory the file is to be moved to</span>
+<span class="sd">    :param file_to_move: path and filename of the file to move</span>
+<span class="sd">    :type current_skyline_app: str</span>
+<span class="sd">    :type dest_dir: str</span>
+<span class="sd">    :type file_to_move: 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>
+        <span class="n">os</span><span class="o">.</span><span class="n">getpid</span><span class="p">()</span>
+    <span class="k">except</span><span class="p">:</span>
+        <span class="kn">import</span> <span class="nn">os</span>
+
+    <span class="k">try</span><span class="p">:</span>
+        <span class="n">shutil</span>
+    <span class="k">except</span><span class="p">:</span>
+        <span class="kn">import</span> <span class="nn">shutil</span>
+
+    <span class="k">try</span><span class="p">:</span>
+        <span class="n">python_version</span>
+    <span class="k">except</span><span class="p">:</span>
+        <span class="kn">from</span> <span class="nn">sys</span> <span class="k">import</span> <span class="n">version_info</span>
+        <span class="n">python_version</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">version_info</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+
+    <span class="n">current_skyline_app_logger</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">current_skyline_app</span><span class="p">)</span> <span class="o">+</span> <span class="s1">&#39;Log&#39;</span>
+    <span class="n">current_logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">current_skyline_app_logger</span><span class="p">)</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="n">dest_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">dest_dir</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;created dest_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">dest_dir</span><span class="p">))</span>
+        <span class="k">except</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="n">traceback</span><span class="o">.</span><span class="n">format_exc</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 create dest_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">dest_dir</span><span class="p">))</span>
+            <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="n">move_file_name</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">basename</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">file_to_move</span><span class="p">))</span>
+    <span class="n">moved_file</span> <span class="o">=</span> <span class="s1">&#39;</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">dest_dir</span><span class="p">,</span> <span class="n">move_file_name</span><span class="p">)</span>
+
+    <span class="k">try</span><span class="p">:</span>
+        <span class="n">shutil</span><span class="o">.</span><span class="n">move</span><span class="p">(</span><span class="n">file_to_move</span><span class="p">,</span> <span class="n">moved_file</span><span class="p">)</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">os</span><span class="o">.</span><span class="n">chmod</span><span class="p">(</span><span class="n">moved_file</span><span class="p">,</span> <span class="mi">0644</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">os</span><span class="o">.</span><span class="n">chmod</span><span class="p">(</span><span class="n">moved_file</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="mo">0o644</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;moved file to - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">moved_file</span><span class="p">)</span>
+        <span class="k">return</span> <span class="kc">True</span>
+    <span class="k">except</span> <span class="ne">OSError</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="n">traceback</span><span class="o">.</span><span class="n">format_exc</span><span class="p">())</span>
+        <span class="n">msg</span> <span class="o">=</span> <span class="s1">&#39;failed to move file to - </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">moved_file</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 :: </span><span class="si">%s</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">msg</span><span class="p">)</span>
+        <span class="k">pass</span>
+
+    <span class="k">return</span> <span class="kc">False</span></div>
 </pre></div>
 
            </div>
@@ -1476,7 +1543,7 @@ <h1>Source code for skyline_functions</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/validate_settings.html b/docs/_build/html/_modules/validate_settings.html
index 889cb5be..2f2fc39a 100644
--- a/docs/_build/html/_modules/validate_settings.html
+++ b/docs/_build/html/_modules/validate_settings.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>validate_settings &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>validate_settings &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Module code" href="index.html"/> 
 
   
@@ -556,7 +556,7 @@ <h1>Source code for validate_settings</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 1175c1d4..f98e2957 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 1.1.7-beta documentation</title>
+  <title>webapp.backend &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -632,7 +632,7 @@ <h1>Source code for webapp.backend</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/webapp/ionosphere_backend.html b/docs/_build/html/_modules/webapp/ionosphere_backend.html
index 77f4b7cf..96732be2 100644
--- a/docs/_build/html/_modules/webapp/ionosphere_backend.html
+++ b/docs/_build/html/_modules/webapp/ionosphere_backend.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>webapp.ionosphere_backend &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>webapp.ionosphere_backend &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -667,11 +667,10 @@ <h1>Source code for webapp.ionosphere_backend</h1><div class="highlight"><pre>
     <span class="n">ts_json</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;error: no timeseries json file&#39;</span><span class="p">,</span> <span class="n">ts_json_file</span><span class="p">]</span>
     <span class="k">if</span> <span class="n">path</span><span class="o">.</span><span class="n">isfile</span><span class="p">(</span><span class="n">ts_json_file</span><span class="p">):</span>
         <span class="k">try</span><span class="p">:</span>
-            <span class="n">ts_json</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="c1"># ts_json = []</span>
             <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">ts_json_file</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
                 <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">f</span><span class="p">:</span>
                     <span class="n">ts_json</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">line</span><span class="p">)</span>
-
             <span class="n">ts_json_ok</span> <span class="o">=</span> <span class="kc">True</span>
         <span class="k">except</span><span class="p">:</span>
             <span class="n">ts_json_ok</span> <span class="o">=</span> <span class="kc">False</span>
@@ -703,6 +702,15 @@ <h1>Source code for webapp.ionosphere_backend</h1><div class="highlight"><pre>
             <span class="n">anomalous_timeseries</span> <span class="o">=</span> <span class="n">literal_eval</span><span class="p">(</span><span class="n">timeseries_array_str</span><span class="p">)</span>
         <span class="k">except</span><span class="p">:</span>
             <span class="n">ionosphere_json_ok</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="c1"># @added 20171130 - Task #1988: Review - Ionosphere layers - always show layers</span>
+    <span class="c1">#                   Feature #1960: ionosphere_layers</span>
+    <span class="c1"># Return the anomalous_timeseries as an array to sample and just use the</span>
+    <span class="c1"># ts_json file if there is no ionosphere_json_file</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">anomalous_timeseries</span><span class="p">:</span>
+        <span class="k">with</span> <span class="nb">open</span><span class="p">((</span><span class="n">ts_json_file</span><span class="p">),</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+            <span class="n">raw_timeseries</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">()</span>
+        <span class="n">timeseries_array_str</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">raw_timeseries</span><span class="p">)</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="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">anomalous_timeseries</span> <span class="o">=</span> <span class="n">literal_eval</span><span class="p">(</span><span class="n">timeseries_array_str</span><span class="p">)</span>
 
     <span class="c1"># @added 20170308 - Feature #1960: ionosphere_layers</span>
     <span class="k">if</span> <span class="n">layers_id_matched_file</span><span class="p">:</span>
@@ -4145,7 +4153,7 @@ <h1>Source code for webapp.ionosphere_backend</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_modules/webapp/utilities.html b/docs/_build/html/_modules/webapp/utilities.html
index 4a46443e..3f5988a6 100644
--- a/docs/_build/html/_modules/webapp/utilities.html
+++ b/docs/_build/html/_modules/webapp/utilities.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>webapp.utilities &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>webapp.utilities &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -293,7 +293,7 @@ <h1>Source code for webapp.utilities</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 da16301b..c6dcb101 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 1.1.7-beta documentation</title>
+  <title>webapp.webapp &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../../genindex.html"/>
         <link rel="search" title="Search" href="../../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../../index.html"/>
         <link rel="up" title="Module code" href="../index.html"/> 
 
   
@@ -2827,7 +2827,7 @@ <h1>Source code for webapp.webapp</h1><div class="highlight"><pre>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/_sources/ionosphere.txt b/docs/_build/html/_sources/ionosphere.txt
index 94bf9a2c..24d25cf7 100644
--- a/docs/_build/html/_sources/ionosphere.txt
+++ b/docs/_build/html/_sources/ionosphere.txt
@@ -56,6 +56,31 @@ Overview
   operator to define ad-hoc boundaries and conditions that can be considered as
   not anomalous for each features profile that is created.
 
+How well does it work?
+----------------------
+
+This is a graph of the impact that Ionosphere has had on the anomaly count of
+`ionosphere_enabled` metrics before and after the deployment of Ionosphere.
+
+.. image:: images/ionosphere/ionosphere_impact_on_anomaly_count.png
+
+It is clear that when the features profiles and layers are introduced and
+Skyline starts to learn, the anomaly counts for metrics that have been trained
+drop significantly, but it is not perfect.
+
+Significant events which happen infrequently and change machine metrics
+significantly are still difficult to handle.  Things like the occasional
+importing of a DB, reboots, zipping up a bunch of things, however layers do
+allow one to "describe" these events on metrics as normal should they so wish.
+
+And Ionosphere does **not** make handling downtime and missing data points in
+metrics any easier, in fact it can make it harder.
+
+"Do I want to train Skyline to think that the hole in this metric for 10 hours
+yesterday while OVH had 2 x 20 Kv lines down and generator problems in France,
+is normal?  Maybe I should wait a week before training Skyline on any metrics
+that have been OVH'd..."
+
 Deploying and setting Ionosphere up
 -----------------------------------
 
diff --git a/docs/_build/html/_sources/releases.txt b/docs/_build/html/_sources/releases.txt
index d502569f..a3dd6543 100644
--- a/docs/_build/html/_sources/releases.txt
+++ b/docs/_build/html/_sources/releases.txt
@@ -5,6 +5,7 @@ Release Notes
    :maxdepth: 1
    :glob:
 
+   releases/1_1_8
    releases/1_1_7
    releases/1_1_6
    releases/1_1_5
diff --git a/docs/_build/html/_sources/releases/1_1_6.txt b/docs/_build/html/_sources/releases/1_1_6.txt
index d3eb7d38..d93fb712 100644
--- a/docs/_build/html/_sources/releases/1_1_6.txt
+++ b/docs/_build/html/_sources/releases/1_1_6.txt
@@ -21,7 +21,7 @@ Changes
   - Tidy up and use settings memcache variables in ionosphere.py
 
 - Optimise Ionosphere DB usage with memcached - (Task #2132)
-- Infrequent missing new_ Redis keys (Bug #2154)
+- Infrequent missing `new_` Redis keys (Bug #2154)
 
   - Update derivative_metrics if the analyzer.derivative_metrics_expiry key is
     going to expire within 60s
diff --git a/docs/_build/html/_sources/releases/1_1_8.txt b/docs/_build/html/_sources/releases/1_1_8.txt
new file mode 100644
index 00000000..5f060b81
--- /dev/null
+++ b/docs/_build/html/_sources/releases/1_1_8.txt
@@ -0,0 +1,13 @@
+=============================
+1.1.8 - the ionosphere branch
+=============================
+
+v1.1.8-ionosphere - Dec 16, 2017
+
+Changes
+-------
+
+- Bumped to v1.1.8
+- Expiry boundary last_seen keys appropriately (Bug #2232)
+- Fix panorama metric_vars value check (Bug #2234)
+- Change Boundary to only send to Panorama on alert (Task #2236)
diff --git a/docs/_build/html/_sources/whats-new.txt b/docs/_build/html/_sources/whats-new.txt
index d6383706..a279a38f 100644
--- a/docs/_build/html/_sources/whats-new.txt
+++ b/docs/_build/html/_sources/whats-new.txt
@@ -1,5 +1,9 @@
 # What's new
 
+## See Release Notes
+
+For v.1.1.1 and later see [Release Notes](releases.html)
+
 ## Skyline v1.1.0-beta the ionosphere branch
 
 See `Ionosphere <ionosphere.html>`__ and `Development - Ionosphere
diff --git a/docs/_build/html/alert-testing.html b/docs/_build/html/alert-testing.html
index 974f477e..452665ef 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 1.1.7-beta documentation</title>
+  <title>Alert testing &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Strictly increasing monotonicity" href="monotonic-metrics.html"/>
         <link rel="prev" title="Getting data into Skyline" href="getting-data-into-skyline.html"/> 
 
@@ -224,7 +224,7 @@ <h1>Alert testing<a class="headerlink" href="#alert-testing" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 793d27e1..8686c0e8 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 1.1.7-beta documentation</title>
+  <title>Analyzer Optimizations &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Mirage" href="mirage.html"/>
         <link rel="prev" title="Analyzer" href="analyzer.html"/> 
 
@@ -535,7 +535,7 @@ <h2>Optimizations results<a class="headerlink" href="#optimizations-results" tit
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/analyzer.html b/docs/_build/html/analyzer.html
index d273ed1c..49462098 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 1.1.7-beta documentation</title>
+  <title>Analyzer &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Analyzer Optimizations" href="analyzer-optimizations.html"/>
         <link rel="prev" title="Horizon" href="horizon.html"/> 
 
@@ -433,7 +433,7 @@ <h2>What <strong>Analyzer</strong> does<a class="headerlink" href="#what-analyze
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/boundary.html b/docs/_build/html/boundary.html
index 29a7c053..892481f6 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 1.1.7-beta documentation</title>
+  <title>Boundary &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Crucible" href="crucible.html"/>
         <link rel="prev" title="Mirage" href="mirage.html"/> 
 
@@ -349,7 +349,7 @@ <h3>What <strong>Boundary</strong> does<a class="headerlink" href="#what-boundar
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/crucible.html b/docs/_build/html/crucible.html
index 0ac591c0..53e12ce5 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 1.1.7-beta documentation</title>
+  <title>Crucible &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Panorama" href="panorama.html"/>
         <link rel="prev" title="Boundary" href="boundary.html"/> 
 
@@ -287,7 +287,7 @@ <h2>What <strong>Crucible</strong> does<a class="headerlink" href="#what-crucibl
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 0739a6de..10636383 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 1.1.7-beta documentation</title>
+  <title>Debian and Vagrant Installation Tips &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Release Notes" href="releases.html"/>
         <link rel="prev" title="Monitoring Skyline" href="monitoring-skyline.html"/> 
 
@@ -304,7 +304,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/building-documentation.html b/docs/_build/html/development/building-documentation.html
index 97b0b91a..9fccb104 100644
--- a/docs/_build/html/development/building-documentation.html
+++ b/docs/_build/html/development/building-documentation.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Building documentation &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Building documentation &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Development" href="index.html"/>
         <link rel="next" title="Development - Webapp" href="webapp.html"/>
         <link rel="prev" title="Development" href="index.html"/> 
@@ -425,7 +425,7 @@ <h2>Building workflow diagrams with UML<a class="headerlink" href="#building-wor
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
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             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/debugging.html b/docs/_build/html/development/debugging.html
index 347457d0..e120aaaa 100644
--- a/docs/_build/html/development/debugging.html
+++ b/docs/_build/html/development/debugging.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Development - Debugging &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Development - Debugging &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Development" href="index.html"/>
         <link rel="next" title="Development - Ionosphere" href="ionosphere.html"/>
         <link rel="prev" title="Development - Webapp" href="webapp.html"/> 
@@ -435,7 +435,7 @@ <h3>guppy and heapy<a class="headerlink" href="#guppy-and-heapy" title="Permalin
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 609ffceb..8a8caed4 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 1.1.7-beta documentation</title>
+  <title>Development &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="next" title="Building documentation" href="building-documentation.html"/>
         <link rel="prev" title="What’s new" href="../whats-new.html"/> 
 
@@ -344,7 +344,7 @@ <h2>On going refactoring<a class="headerlink" href="#on-going-refactoring" title
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/ionosphere.html b/docs/_build/html/development/ionosphere.html
index 86fbebf3..0a739306 100644
--- a/docs/_build/html/development/ionosphere.html
+++ b/docs/_build/html/development/ionosphere.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Development - Ionosphere &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Development - Ionosphere &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Development" href="index.html"/>
         <link rel="next" title="Development - tsfresh" href="tsfresh.html"/>
         <link rel="prev" title="Development - Debugging" href="debugging.html"/> 
@@ -493,7 +493,7 @@ <h2>Then along came learn<a class="headerlink" href="#then-along-came-learn" tit
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/pytz.html b/docs/_build/html/development/pytz.html
index cadd898f..6de01bc9 100644
--- a/docs/_build/html/development/pytz.html
+++ b/docs/_build/html/development/pytz.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Development - pytz &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Development - pytz &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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 - tsfresh" href="tsfresh.html"/> 
@@ -847,7 +847,7 @@ <h3>Timezones list for pytz version<a class="headerlink" href="#timezones-list-f
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/development/tsfresh.html b/docs/_build/html/development/tsfresh.html
index 6c3148b0..57e353e9 100644
--- a/docs/_build/html/development/tsfresh.html
+++ b/docs/_build/html/development/tsfresh.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Development - tsfresh &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Development - tsfresh &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Development" href="index.html"/>
         <link rel="next" title="Development - pytz" href="pytz.html"/>
         <link rel="prev" title="Development - Ionosphere" href="ionosphere.html"/> 
@@ -255,7 +255,7 @@ <h3>How Skyline was over complicatedly upgraded from tsfresh-0.1.2 to tsfresh-0.
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 154467d9..693d977c 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 1.1.7-beta documentation</title>
+  <title>Development - Webapp &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Development" href="index.html"/>
         <link rel="next" title="Development - Debugging" href="debugging.html"/>
         <link rel="prev" title="Building documentation" href="building-documentation.html"/> 
@@ -249,7 +249,7 @@ <h2>Flask<a class="headerlink" href="#flask" title="Permalink to this headline">
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/genindex.html b/docs/_build/html/genindex.html
index 3af0d038..00723187 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 1.1.7-beta documentation</title>
+  <title>Index &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -36,7 +36,7 @@
         <link rel="index" title="Index"
               href="#"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/> 
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/> 
 
   
   <script src="_static/js/modernizr.min.js"></script>
@@ -1457,6 +1457,10 @@ <h2 id="M">M</h2>
 
       </dl></dd>
       
+  <dt><a href="skyline.html#skyline_functions.move_file">move_file() (in module skyline_functions)</a>
+  </dt>
+
+      
   <dt><a href="skyline.ionosphere.html#ionosphere.ionosphere.Ionosphere.mysql_insert">mysql_insert() (Ionosphere method)</a>
   </dt>
 
@@ -2308,7 +2312,7 @@ <h2 id="W">W</h2>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 3cd9315f..a3b5c30e 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 1.1.7-beta documentation</title>
+  <title>Getting data into Skyline &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Alert testing" href="alert-testing.html"/>
         <link rel="prev" title="Upgrading - Etsy to Crucible" href="upgrading/etsy-to-crucible.html"/> 
 
@@ -307,7 +307,7 @@ <h2><a class="reference internal" href="skyline.html#settings.FULL_DURATION" tit
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 6d6a7d3a..330090db 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 1.1.7-beta documentation</title>
+  <title>Getting started &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
 
@@ -323,7 +323,7 @@ <h2>Ignore Crucible<a class="headerlink" href="#ignore-crucible" title="Permalin
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/horizon.html b/docs/_build/html/horizon.html
index 14d61a94..84bdc0bb 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 1.1.7-beta documentation</title>
+  <title>Horizon &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Analyzer" href="analyzer.html"/>
         <link rel="prev" title="Strictly increasing monotonicity" href="monotonic-metrics.html"/> 
 
@@ -238,7 +238,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/index.html b/docs/_build/html/index.html
index b7206db5..3b8a362d 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 1.1.7-beta documentation</title>
+  <title>Skyline documentation &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="#"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="#"/>
         <link rel="next" title="Overview" href="overview.html"/> 
 
   
@@ -251,7 +251,7 @@ <h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Pe
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/installation.html b/docs/_build/html/installation.html
index e4a50042..06351990 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 1.1.7-beta documentation</title>
+  <title>Installation &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Upgrading" href="upgrading/index.html"/>
         <link rel="prev" title="Running Skyline in a Python virtualenv" href="running-in-python-virtualenv.html"/> 
 
@@ -523,7 +523,7 @@ <h2>Automation and configuration management notes<a class="headerlink" href="#au
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/ionosphere.html b/docs/_build/html/ionosphere.html
index 487979e0..9bdbba43 100644
--- a/docs/_build/html/ionosphere.html
+++ b/docs/_build/html/ionosphere.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Ionosphere &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Ionosphere &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="tsfresh" href="tsfresh.html"/>
         <link rel="prev" title="Webapp" href="webapp.html"/> 
 
@@ -107,6 +107,7 @@
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Ionosphere</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="#what-ionosphere-is-for-humble-beginnings">What Ionosphere is for - humble beginnings</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#overview">Overview</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#how-well-does-it-work">How well does it work?</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#deploying-and-setting-ionosphere-up">Deploying and setting Ionosphere up</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#ionosphere-static-demo-pages">Ionosphere static demo pages</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#graphs-demo-page-multiple-resolution-graphite-graphs-for-context">Graphs demo page - multiple resolution Graphite graphs for context</a></li>
@@ -254,6 +255,25 @@ <h2>Overview<a class="headerlink" href="#overview" title="Permalink to this head
 not anomalous for each features profile that is created.</li>
 </ul>
 </div>
+<div class="section" id="how-well-does-it-work">
+<h2>How well does it work?<a class="headerlink" href="#how-well-does-it-work" title="Permalink to this headline">¶</a></h2>
+<p>This is a graph of the impact that Ionosphere has had on the anomaly count of
+<cite>ionosphere_enabled</cite> metrics before and after the deployment of Ionosphere.</p>
+<img alt="_images/ionosphere_impact_on_anomaly_count.png" src="_images/ionosphere_impact_on_anomaly_count.png" />
+<p>It is clear that when the features profiles and layers are introduced and
+Skyline starts to learn, the anomaly counts for metrics that have been trained
+drop significantly, but it is not perfect.</p>
+<p>Significant events which happen infrequently and change machine metrics
+significantly are still difficult to handle.  Things like the occasional
+importing of a DB, reboots, zipping up a bunch of things, however layers do
+allow one to &#8220;describe&#8221; these events on metrics as normal should they so wish.</p>
+<p>And Ionosphere does <strong>not</strong> make handling downtime and missing data points in
+metrics any easier, in fact it can make it harder.</p>
+<p>&#8220;Do I want to train Skyline to think that the hole in this metric for 10 hours
+yesterday while OVH had 2 x 20 Kv lines down and generator problems in France,
+is normal?  Maybe I should wait a week before training Skyline on any metrics
+that have been OVH&#8217;d...&#8221;</p>
+</div>
 <div class="section" id="deploying-and-setting-ionosphere-up">
 <h2>Deploying and setting Ionosphere up<a class="headerlink" href="#deploying-and-setting-ionosphere-up" title="Permalink to this headline">¶</a></h2>
 <p>Ionosphere has a specific section of variables in <code class="docutils literal"><span class="pre">settings.py</span></code> that are
@@ -864,7 +884,7 @@ <h2>Ionosphere - autobuild features_profiles dir<a class="headerlink" href="#ion
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
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-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
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             HAS_SOURCE:  true
diff --git a/docs/_build/html/logging.html b/docs/_build/html/logging.html
index 74c037bf..7e45d86f 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 1.1.7-beta documentation</title>
+  <title>Logging &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
 
@@ -315,7 +315,7 @@
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         var DOCUMENTATION_OPTIONS = {
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diff --git a/docs/_build/html/mirage-1.pdf b/docs/_build/html/mirage-1.pdf
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diff --git a/docs/_build/html/mirage.html b/docs/_build/html/mirage.html
index 64f2898e..a1cbcb45 100644
--- a/docs/_build/html/mirage.html
+++ b/docs/_build/html/mirage.html
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   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Mirage &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Mirage &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Boundary" href="boundary.html"/>
         <link rel="prev" title="Analyzer Optimizations" href="analyzer-optimizations.html"/> 
 
@@ -457,7 +457,7 @@ <h2>What Mirage does<a class="headerlink" href="#what-mirage-does" title="Permal
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
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diff --git a/docs/_build/html/modules.html b/docs/_build/html/modules.html
index 14fab8c4..39a1ab6c 100644
--- a/docs/_build/html/modules.html
+++ b/docs/_build/html/modules.html
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   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>skyline &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/> 
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/> 
 
   
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@@ -304,7 +304,7 @@ <h1>skyline<a class="headerlink" href="#skyline" title="Permalink to this headli
     <script type="text/javascript">
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             HAS_SOURCE:  true
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index 5930ae6c..3acb0207 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 1.1.7-beta documentation</title>
+  <title>Monitoring Skyline &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
 
@@ -245,7 +245,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
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             FILE_SUFFIX:'.html',
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diff --git a/docs/_build/html/monotonic-metrics.html b/docs/_build/html/monotonic-metrics.html
index f7299100..08279dae 100644
--- a/docs/_build/html/monotonic-metrics.html
+++ b/docs/_build/html/monotonic-metrics.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Strictly increasing monotonicity &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Strictly increasing monotonicity &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Horizon" href="horizon.html"/>
         <link rel="prev" title="Alert testing" href="alert-testing.html"/> 
 
@@ -273,7 +273,7 @@ <h2>Really why is this important?<a class="headerlink" href="#really-why-is-this
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diff --git a/docs/_build/html/overview.html b/docs/_build/html/overview.html
index 1c98bceb..7fd4bf77 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 1.1.7-beta documentation</title>
+  <title>Overview &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Requirements" href="requirements.html"/>
         <link rel="prev" title="Skyline documentation" href="index.html"/> 
 
@@ -315,7 +315,7 @@ <h2>The architecture in a nutshell<a class="headerlink" href="#the-architecture-
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
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             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/panorama.html b/docs/_build/html/panorama.html
index 6aa631d0..5582820a 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 1.1.7-beta documentation</title>
+  <title>Panorama &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Webapp" href="webapp.html"/>
         <link rel="prev" title="Crucible" href="crucible.html"/> 
 
@@ -257,7 +257,7 @@ <h2>Create a MySQL database<a class="headerlink" href="#create-a-mysql-database"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
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             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/py-modindex.html b/docs/_build/html/py-modindex.html
index f2d5a382..053d8dda 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 1.1.7-beta documentation</title>
+  <title>Python Module Index &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
  
 
 
@@ -545,7 +545,7 @@ <h1>Python Module Index</h1>
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
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             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/redis-integration.html b/docs/_build/html/redis-integration.html
index 8ee79ecb..c7fc98a8 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 1.1.7-beta documentation</title>
+  <title>Redis integration &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Skyline and friends" href="skyline-and-friends.html"/>
         <link rel="prev" title="tsfresh" href="tsfresh.html"/> 
 
@@ -238,7 +238,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
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             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases.html b/docs/_build/html/releases.html
index 4b839ef0..e3f33033 100644
--- a/docs/_build/html/releases.html
+++ b/docs/_build/html/releases.html
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   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Release Notes &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Release Notes &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,8 +35,8 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
-        <link rel="next" title="1.1.7 - the ionosphere branch" href="releases/1_1_7.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
+        <link rel="next" title="1.1.8 - the ionosphere branch" href="releases/1_1_8.html"/>
         <link rel="prev" title="Debian and Vagrant Installation Tips" href="debian-and-vagrant-installation-tips.html"/> 
 
   
@@ -115,6 +115,7 @@
 <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 current"><a class="current reference internal" href="#">Release Notes</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="releases/1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="releases/1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="releases/1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="releases/1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -186,6 +187,7 @@
 <h1>Release Notes<a class="headerlink" href="#release-notes" title="Permalink to this headline">¶</a></h1>
 <div class="toctree-wrapper compound">
 <ul>
+<li class="toctree-l1"><a class="reference internal" href="releases/1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l1"><a class="reference internal" href="releases/1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l1"><a class="reference internal" href="releases/1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l1"><a class="reference internal" href="releases/1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -214,7 +216,7 @@ <h1>Release Notes<a class="headerlink" href="#release-notes" title="Permalink to
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="releases/1_1_7.html" class="btn btn-neutral float-right" title="1.1.7 - the ionosphere branch" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="releases/1_1_8.html" class="btn btn-neutral float-right" title="1.1.8 - the ionosphere branch" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
         <a href="debian-and-vagrant-installation-tips.html" class="btn btn-neutral" title="Debian and Vagrant Installation Tips" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
@@ -248,7 +250,7 @@ <h1>Release Notes<a class="headerlink" href="#release-notes" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 285bbba7..2bbef03b 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 1.1.7-beta documentation</title>
+  <title>1.0.0 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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="1.0.1 - the crucible branch" href="1_0_1.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -330,7 +331,7 @@ <h2>Known issues in this release<a class="headerlink" href="#known-issues-in-thi
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 46533f75..ddfd88d9 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 1.1.7-beta documentation</title>
+  <title>1.0.1 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.0 - the crucible branch" href="1_0_0.html"/>
         <link rel="prev" title="1.0.2 - the crucible branch" href="1_0_2.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -254,7 +255,7 @@ <h1>1.0.1 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 73530c18..00df4567 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 1.1.7-beta documentation</title>
+  <title>1.0.2 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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="1.0.3 - the crucible branch" href="1_0_3.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -247,7 +248,7 @@ <h1>1.0.2 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 00af1dca..17fff444 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 1.1.7-beta documentation</title>
+  <title>1.0.3 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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="1.0.4 - the crucible branch" href="1_0_4.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -247,7 +248,7 @@ <h1>1.0.3 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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
index 25d376b0..e21971f5 100644
--- a/docs/_build/html/releases/1_0_4.html
+++ b/docs/_build/html/releases/1_0_4.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.4 - the crucible branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.0.4 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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="1.0.5 - the crucible branch" href="1_0_5.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -256,7 +257,7 @@ <h1>1.0.4 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_5.html b/docs/_build/html/releases/1_0_5.html
index c92f7eb7..31c4bc32 100644
--- a/docs/_build/html/releases/1_0_5.html
+++ b/docs/_build/html/releases/1_0_5.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.5 - the crucible branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.0.5 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.4 - the crucible branch" href="1_0_4.html"/>
         <link rel="prev" title="1.0.6 - the crucible branch" href="1_0_6.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -274,7 +275,7 @@ <h1>1.0.5 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_6.html b/docs/_build/html/releases/1_0_6.html
index 507079ff..d6b4f497 100644
--- a/docs/_build/html/releases/1_0_6.html
+++ b/docs/_build/html/releases/1_0_6.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.6 - the crucible branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.0.6 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.5 - the crucible branch" href="1_0_5.html"/>
         <link rel="prev" title="1.0.7 - the crucible branch" href="1_0_7.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -245,7 +246,7 @@ <h1>1.0.6 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_7.html b/docs/_build/html/releases/1_0_7.html
index 600b8b7e..3332cf42 100644
--- a/docs/_build/html/releases/1_0_7.html
+++ b/docs/_build/html/releases/1_0_7.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.7 - the crucible branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.0.7 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.6 - the crucible branch" href="1_0_6.html"/>
         <link rel="prev" title="1.0.8 - the crucible branch" href="1_0_8.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -253,7 +254,7 @@ <h1>1.0.7 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_0_8.html b/docs/_build/html/releases/1_0_8.html
index 44df9fe0..74793b8b 100644
--- a/docs/_build/html/releases/1_0_8.html
+++ b/docs/_build/html/releases/1_0_8.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.0.8 - the crucible branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.0.8 - the crucible branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.7 - the crucible branch" href="1_0_7.html"/>
         <link rel="prev" title="1.1.0 - the ionosphere branch" href="1_1_0.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -253,7 +254,7 @@ <h1>1.0.8 - the crucible branch<a class="headerlink" href="#the-crucible-branch"
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_0.html b/docs/_build/html/releases/1_1_0.html
index 76b659c9..0d4cf7c6 100644
--- a/docs/_build/html/releases/1_1_0.html
+++ b/docs/_build/html/releases/1_1_0.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.0 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.0 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.0.8 - the crucible branch" href="1_0_8.html"/>
         <link rel="prev" title="1.1.1 - the ionosphere branch" href="1_1_1.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -238,7 +239,7 @@ <h1>1.1.0 - the ionosphere branch<a class="headerlink" href="#the-ionosphere-bra
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_1.html b/docs/_build/html/releases/1_1_1.html
index a7a266e6..4136398f 100644
--- a/docs/_build/html/releases/1_1_1.html
+++ b/docs/_build/html/releases/1_1_1.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.1 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.1 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.0 - the ionosphere branch" href="1_1_0.html"/>
         <link rel="prev" title="1.1.2 - the ionosphere branch" href="1_1_2.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -670,7 +671,7 @@ <h1>1.1.1 - the ionosphere branch<a class="headerlink" href="#the-ionosphere-bra
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_2.html b/docs/_build/html/releases/1_1_2.html
index 73ddea2f..9eda7bdf 100644
--- a/docs/_build/html/releases/1_1_2.html
+++ b/docs/_build/html/releases/1_1_2.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.2 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.2 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.1 - the ionosphere branch" href="1_1_1.html"/>
         <link rel="prev" title="1.1.3 - the ionosphere branch" href="1_1_3.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -239,7 +240,7 @@ <h1>1.1.2 - the ionosphere branch<a class="headerlink" href="#the-ionosphere-bra
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_3.html b/docs/_build/html/releases/1_1_3.html
index 0b29cf6a..97d1f510 100644
--- a/docs/_build/html/releases/1_1_3.html
+++ b/docs/_build/html/releases/1_1_3.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.3 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.3 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.2 - the ionosphere branch" href="1_1_2.html"/>
         <link rel="prev" title="1.1.4 - the ionosphere branch" href="1_1_4.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -239,7 +240,7 @@ <h1>1.1.3 - the ionosphere branch<a class="headerlink" href="#the-ionosphere-bra
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_4.html b/docs/_build/html/releases/1_1_4.html
index 778b94fd..f3947d34 100644
--- a/docs/_build/html/releases/1_1_4.html
+++ b/docs/_build/html/releases/1_1_4.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.4 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.4 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.3 - the ionosphere branch" href="1_1_3.html"/>
         <link rel="prev" title="1.1.5 - the ionosphere branch" href="1_1_5.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
@@ -307,7 +308,7 @@ <h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headli
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_5.html b/docs/_build/html/releases/1_1_5.html
index b1afc34e..27c50bb4 100644
--- a/docs/_build/html/releases/1_1_5.html
+++ b/docs/_build/html/releases/1_1_5.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.5 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.5 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.4 - the ionosphere branch" href="1_1_4.html"/>
         <link rel="prev" title="1.1.6 - the ionosphere branch" href="1_1_6.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">1.1.5 - the ionosphere branch</a><ul>
@@ -265,7 +266,7 @@ <h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headli
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_6.html b/docs/_build/html/releases/1_1_6.html
index e8152b92..2e905f30 100644
--- a/docs/_build/html/releases/1_1_6.html
+++ b/docs/_build/html/releases/1_1_6.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.6 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.6 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.5 - the ionosphere branch" href="1_1_5.html"/>
         <link rel="prev" title="1.1.7 - the ionosphere branch" href="1_1_7.html"/> 
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">1.1.6 - the ionosphere branch</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#changes">Changes</a></li>
@@ -208,7 +209,7 @@ <h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headli
 </ul>
 </li>
 <li>Optimise Ionosphere DB usage with memcached - (Task #2132)</li>
-<li>Infrequent missing <a href="#id1"><span class="problematic" id="id2">new_</span></a> Redis keys (Bug #2154)<ul>
+<li>Infrequent missing <cite>new_</cite> Redis keys (Bug #2154)<ul>
 <li>Update derivative_metrics if the analyzer.derivative_metrics_expiry key is
 going to expire within 60s</li>
 <li>Increased analyzer.derivative_metrics_expiry ttl from 120 to 300</li>
@@ -265,7 +266,7 @@ <h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headli
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_7.html b/docs/_build/html/releases/1_1_7.html
index 1457af60..c97705e2 100644
--- a/docs/_build/html/releases/1_1_7.html
+++ b/docs/_build/html/releases/1_1_7.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>1.1.7 - the ionosphere branch &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>1.1.7 - the ionosphere branch &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,10 +35,10 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Release Notes" href="../releases.html"/>
         <link rel="next" title="1.1.6 - the ionosphere branch" href="1_1_6.html"/>
-        <link rel="prev" title="Release Notes" href="../releases.html"/> 
+        <link rel="prev" title="1.1.8 - the ionosphere branch" href="1_1_8.html"/> 
 
   
   <script src="../_static/js/modernizr.min.js"></script>
@@ -116,6 +116,7 @@
 <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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="1_1_8.html">1.1.8 - the ionosphere branch</a></li>
 <li class="toctree-l2 current"><a class="current reference internal" href="#">1.1.7 - the ionosphere branch</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="#changes">Changes</a></li>
 </ul>
@@ -245,7 +246,7 @@ <h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headli
         <a href="1_1_6.html" class="btn btn-neutral float-right" title="1.1.6 - the ionosphere branch" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="../releases.html" class="btn btn-neutral" title="Release Notes" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="1_1_8.html" class="btn btn-neutral" title="1.1.8 - the ionosphere branch" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
@@ -276,7 +277,7 @@ <h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headli
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/releases/1_1_8.html b/docs/_build/html/releases/1_1_8.html
new file mode 100644
index 00000000..fbb2c4d7
--- /dev/null
+++ b/docs/_build/html/releases/1_1_8.html
@@ -0,0 +1,274 @@
+
+
+<!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>1.1.8 - the ionosphere branch &mdash; Skyline 1.1.8-beta 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="index" title="Index"
+              href="../genindex.html"/>
+        <link rel="search" title="Search" href="../search.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
+        <link rel="up" title="Release Notes" href="../releases.html"/>
+        <link rel="next" title="1.1.7 - the ionosphere branch" href="1_1_7.html"/>
+        <link rel="prev" title="Release Notes" href="../releases.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">
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+<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="../monotonic-metrics.html">Strictly increasing monotonicity</a></li>
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+<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>
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+<li class="toctree-l1"><a class="reference internal" href="../tsfresh.html">tsfresh</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 current"><a class="reference internal" href="../releases.html">Release Notes</a><ul class="current">
+<li class="toctree-l2 current"><a class="current reference internal" href="#">1.1.8 - the ionosphere branch</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#changes">Changes</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_7.html">1.1.7 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_6.html">1.1.6 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_5.html">1.1.5 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_4.html">1.1.4 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_3.html">1.1.3 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_2.html">1.1.2 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_1.html">1.1.1 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_1_0.html">1.1.0 - the ionosphere branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_8.html">1.0.8 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_7.html">1.0.7 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_6.html">1.0.6 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_5.html">1.0.5 - the crucible branch</a></li>
+<li class="toctree-l2"><a class="reference internal" href="1_0_4.html">1.0.4 - 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_2.html">1.0.2 - 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_0.html">1.0.0 - 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>
+
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+
+      
+      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
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+        <a href="../index.html">Skyline</a>
+      </nav>
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+      
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+        <div class="rst-content">
+          
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+ 
+
+
+
+<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>1.1.8 - the ionosphere branch</li>
+      <li class="wy-breadcrumbs-aside">
+        
+          
+            <a href="../_sources/releases/1_1_8.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-ionosphere-branch">
+<h1>1.1.8 - the ionosphere branch<a class="headerlink" href="#the-ionosphere-branch" title="Permalink to this headline">¶</a></h1>
+<p>v1.1.8-ionosphere - Dec 16, 2017</p>
+<div class="section" id="changes">
+<h2>Changes<a class="headerlink" href="#changes" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li>Bumped to v1.1.8</li>
+<li>Expiry boundary last_seen keys appropriately (Bug #2232)</li>
+<li>Fix panorama metric_vars value check (Bug #2234)</li>
+<li>Change Boundary to only send to Panorama on alert (Task #2236)</li>
+</ul>
+</div>
+</div>
+
+
+           </div>
+          </div>
+          <footer>
+  
+    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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+        var DOCUMENTATION_OPTIONS = {
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diff --git a/docs/_build/html/requirements.html b/docs/_build/html/requirements.html
index 729c561c..2096b3fa 100644
--- a/docs/_build/html/requirements.html
+++ b/docs/_build/html/requirements.html
@@ -8,7 +8,7 @@
   
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-  <title>Requirements &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Requirements &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
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               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
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@@ -349,7 +349,7 @@ <h4>RedHat family 6.x<a class="headerlink" href="#redhat-family-6-x" title="Perm
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             HAS_SOURCE:  true
diff --git a/docs/_build/html/roadmap.html b/docs/_build/html/roadmap.html
index eafb2b5b..8816f48d 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 1.1.7-beta documentation</title>
+  <title>Roadmap &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
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               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
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         <link rel="prev" title="Development - pytz" href="development/pytz.html"/> 
 
@@ -388,7 +388,7 @@ <h2>Grumpy<a class="headerlink" href="#grumpy" title="Permalink to this headline
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index b93cd92a..43c2509c 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 1.1.7-beta documentation</title>
+  <title>Running Skyline in a Python virtualenv &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Installation" href="installation.html"/>
         <link rel="prev" title="Getting started" href="getting-started.html"/> 
 
@@ -324,7 +324,7 @@ <h2>Create a Skyline Python virtualenv<a class="headerlink" href="#create-a-skyl
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index 335f1a71..410b431b 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 1.1.7-beta documentation</title>
+  <title>Search &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="#"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/> 
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/> 
 
   
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\ 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 d6f55170..cacb67e0 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 1.1.7-beta documentation</title>
+  <title>Skyline and friends &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Logging" href="logging.html"/>
         <link rel="prev" title="Redis integration" href="redis-integration.html"/> 
 
@@ -280,7 +280,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 b67c6be9..571d4234 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 1.1.7-beta documentation</title>
+  <title>skyline.analyzer package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
@@ -233,7 +233,7 @@ <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 (ionosphere v1.1.7-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 (ionosphere v1.1.8-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.</p>
 <p>Three arguments will be passed, two of them tuples: alert and metric.</p>
@@ -608,7 +608,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 ac4477ab..509487ea 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 1.1.7-beta documentation</title>
+  <title>skyline.analyzer_dev package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
@@ -502,7 +502,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 f783bcdb..eb8e6a49 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 1.1.7-beta documentation</title>
+  <title>skyline.boundary package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
@@ -248,7 +248,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 
 <dl class="method">
 <dt id="boundary.boundary.Boundary.spin_process">
-<code class="descname">spin_process</code><span class="sig-paren">(</span><em>i</em>, <em>boundary_metrics</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/boundary/boundary.html#Boundary.spin_process"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#boundary.boundary.Boundary.spin_process" title="Permalink to this definition">¶</a></dt>
+<code class="descname">spin_process</code><span class="sig-paren">(</span><em>i</em>, <em>boundary_metrics</em>, <em>added_at</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/boundary/boundary.html#Boundary.spin_process"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#boundary.boundary.Boundary.spin_process" title="Permalink to this definition">¶</a></dt>
 <dd><p>Assign a bunch of metrics for a process to analyze.</p>
 </dd></dl>
 
@@ -395,7 +395,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 ddb38fdf..10996608 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 1.1.7-beta documentation</title>
+  <title>skyline.crucible package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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"/> 
@@ -429,7 +429,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 26f58024..86865ccd 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 1.1.7-beta documentation</title>
+  <title>skyline.horizon package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.ionosphere package" href="skyline.ionosphere.html"/>
         <link rel="prev" title="skyline.crucible package" href="skyline.crucible.html"/> 
@@ -405,7 +405,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.html b/docs/_build/html/skyline.html
index cc365497..a4bddadf 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 1.1.7-beta documentation</title>
+  <title>skyline package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="skyline.analyzer package" href="skyline.analyzer.html"/>
         <link rel="prev" title="Roadmap" href="roadmap.html"/> 
 
@@ -3222,6 +3222,31 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd><p>Return the fp_ids list from memcache if it exists.</p>
 </dd></dl>
 
+<dl class="function">
+<dt id="skyline_functions.move_file">
+<code class="descname">move_file</code><span class="sig-paren">(</span><em>current_skyline_app</em>, <em>dest_dir</em>, <em>file_to_move</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/skyline_functions.html#move_file"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#skyline_functions.move_file" title="Permalink to this definition">¶</a></dt>
+<dd><p>Move a file.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<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 simple">
+<li><strong>current_skyline_app</strong> (<em>str</em>) &#8211; the skyline app using this function</li>
+<li><strong>dest_dir</strong> (<em>str</em>) &#8211; the directory the file is to be moved to</li>
+<li><strong>file_to_move</strong> (<em>str</em>) &#8211; path and filename of the 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"><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>
+</dd></dl>
+
 </div>
 <div class="section" id="module-skyline_version">
 <span id="skyline-skyline-version-module"></span><h2>skyline.skyline_version module<a class="headerlink" href="#module-skyline_version" title="Permalink to this headline">¶</a></h2>
@@ -3355,7 +3380,7 @@ <h2>Module contents<a class="headerlink" href="#module-contents" title="Permalin
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.ionosphere.html b/docs/_build/html/skyline.ionosphere.html
index 4da06c02..c520b4b9 100644
--- a/docs/_build/html/skyline.ionosphere.html
+++ b/docs/_build/html/skyline.ionosphere.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.ionosphere package &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>skyline.ionosphere package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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.horizon package" href="skyline.horizon.html"/> 
@@ -580,7 +580,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 5dd8bcbb..89954b60 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 1.1.7-beta documentation</title>
+  <title>skyline.mirage package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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.ionosphere package" href="skyline.ionosphere.html"/> 
@@ -302,7 +302,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <span id="skyline-mirage-mirage-alerters-module"></span><h2>skyline.mirage.mirage_alerters module<a class="headerlink" href="#module-mirage.mirage_alerters" title="Permalink to this headline">¶</a></h2>
 <dl class="data">
 <dt id="mirage.mirage_alerters.skyline_version">
-<code class="descname">skyline_version</code><em class="property"> = 'Skyline (ionosphere v1.1.7-beta)'</em><a class="headerlink" href="#mirage.mirage_alerters.skyline_version" title="Permalink to this definition">¶</a></dt>
+<code class="descname">skyline_version</code><em class="property"> = 'Skyline (ionosphere v1.1.8-beta)'</em><a class="headerlink" href="#mirage.mirage_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.
 Four arguments will be passed, two of them tuples: alert and metric.</p>
 <p>alert: the tuple specified in your settings:</p>
@@ -616,7 +616,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 d7e58e9b..0bc632fa 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 1.1.7-beta documentation</title>
+  <title>skyline.panorama package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="next" title="skyline.tsfresh_features package" href="skyline.tsfresh_features.html"/>
         <link rel="prev" title="skyline.mirage package" href="skyline.mirage.html"/> 
@@ -414,7 +414,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/skyline.tsfresh_features.html b/docs/_build/html/skyline.tsfresh_features.html
index 17dbe6d6..47b27760 100644
--- a/docs/_build/html/skyline.tsfresh_features.html
+++ b/docs/_build/html/skyline.tsfresh_features.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>skyline.tsfresh_features package &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>skyline.tsfresh_features package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta 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.panorama package" href="skyline.panorama.html"/> 
@@ -275,7 +275,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 1a5fa41d..5c5cf2a6 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 1.1.7-beta documentation</title>
+  <title>skyline.webapp package &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="up" title="skyline package" href="skyline.html"/>
         <link rel="prev" title="skyline.tsfresh_features package" href="skyline.tsfresh_features.html"/> 
 
@@ -839,7 +839,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/tsfresh.html b/docs/_build/html/tsfresh.html
index a4712d4b..33dd9f2d 100644
--- a/docs/_build/html/tsfresh.html
+++ b/docs/_build/html/tsfresh.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>tsfresh &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>tsfresh &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Redis integration" href="redis-integration.html"/>
         <link rel="prev" title="Ionosphere" href="ionosphere.html"/> 
 
@@ -287,7 +287,7 @@ <h3>skyline/tsfresh_features/scripts/tsfresh_graphite_csv.py<a class="headerlink
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 74dc6d0d..47282041 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 1.1.7-beta documentation</title>
+  <title>Tuning tips &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Monitoring Skyline" href="monitoring-skyline.html"/>
         <link rel="prev" title="Logging" href="logging.html"/> 
 
@@ -264,7 +264,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/upgrading/crucible-to-ionosphere.html b/docs/_build/html/upgrading/crucible-to-ionosphere.html
index d3ba73fd..ca041588 100644
--- a/docs/_build/html/upgrading/crucible-to-ionosphere.html
+++ b/docs/_build/html/upgrading/crucible-to-ionosphere.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Upgrading - Crucible to Ionosphere &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Upgrading - Crucible to Ionosphere &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Upgrading" href="index.html"/>
         <link rel="next" title="Upgrading - Etsy to Ionosphere" href="etsy-to-ionosphere.html"/>
         <link rel="prev" title="Upgrading" href="index.html"/> 
@@ -268,7 +268,7 @@ <h2>Update your MySQL Skyline database<a class="headerlink" href="#update-your-m
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/upgrading/etsy-to-crucible.html b/docs/_build/html/upgrading/etsy-to-crucible.html
index 3618e898..bc0994ea 100644
--- a/docs/_build/html/upgrading/etsy-to-crucible.html
+++ b/docs/_build/html/upgrading/etsy-to-crucible.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Upgrading - Etsy to Crucible &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Upgrading - Etsy to Crucible &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Upgrading" href="index.html"/>
         <link rel="next" title="Getting data into Skyline" href="../getting-data-into-skyline.html"/>
         <link rel="prev" title="Upgrading - Etsy to Ionosphere" href="etsy-to-ionosphere.html"/> 
@@ -305,7 +305,7 @@ <h2>Upgrade steps<a class="headerlink" href="#upgrade-steps" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/upgrading/etsy-to-ionosphere.html b/docs/_build/html/upgrading/etsy-to-ionosphere.html
index 386681b8..7edbe800 100644
--- a/docs/_build/html/upgrading/etsy-to-ionosphere.html
+++ b/docs/_build/html/upgrading/etsy-to-ionosphere.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Upgrading - Etsy to Ionosphere &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Upgrading - Etsy to Ionosphere &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="up" title="Upgrading" href="index.html"/>
         <link rel="next" title="Upgrading - Etsy to Crucible" href="etsy-to-crucible.html"/>
         <link rel="prev" title="Upgrading - Crucible to Ionosphere" href="crucible-to-ionosphere.html"/> 
@@ -308,7 +308,7 @@ <h2>Upgrade steps<a class="headerlink" href="#upgrade-steps" title="Permalink to
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/upgrading/index.html b/docs/_build/html/upgrading/index.html
index 1591d91c..84b78504 100644
--- a/docs/_build/html/upgrading/index.html
+++ b/docs/_build/html/upgrading/index.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Upgrading &mdash; Skyline 1.1.7-beta documentation</title>
+  <title>Upgrading &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="../genindex.html"/>
         <link rel="search" title="Search" href="../search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="../index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="../index.html"/>
         <link rel="next" title="Upgrading - Crucible to Ionosphere" href="crucible-to-ionosphere.html"/>
         <link rel="prev" title="Installation" href="../installation.html"/> 
 
@@ -331,7 +331,7 @@ <h4>Clone and have a look<a class="headerlink" href="#clone-and-have-a-look" tit
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'../',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true
diff --git a/docs/_build/html/webapp.html b/docs/_build/html/webapp.html
index c3e0a703..bc6fb72d 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 1.1.7-beta documentation</title>
+  <title>Webapp &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Ionosphere" href="ionosphere.html"/>
         <link rel="prev" title="Panorama" href="panorama.html"/> 
 
@@ -435,7 +435,7 @@ <h3>Basic function<a class="headerlink" href="#id1" title="Permalink to this hea
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             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 9826ac73..3cc0b971 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 1.1.7-beta documentation</title>
+  <title>What’s new &mdash; Skyline 1.1.8-beta documentation</title>
   
 
   
@@ -35,7 +35,7 @@
         <link rel="index" title="Index"
               href="genindex.html"/>
         <link rel="search" title="Search" href="search.html"/>
-    <link rel="top" title="Skyline 1.1.7-beta documentation" href="index.html"/>
+    <link rel="top" title="Skyline 1.1.8-beta documentation" href="index.html"/>
         <link rel="next" title="Development" href="development/index.html"/>
         <link rel="prev" title="1.0.0 - the crucible branch" href="releases/1_0_0.html"/> 
 
@@ -116,6 +116,7 @@
 <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="releases.html">Release Notes</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" href="#">What&#8217;s new</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#see-release-notes">See Release Notes</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#skyline-v1-1-0-beta-the-ionosphere-branch">Skyline v1.1.0-beta the ionosphere branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#skyline-v1-0-4-beta-v1-0-8-beta-the-crucible-branch">Skyline v1.0.4-beta - v1.0.8-beta the crucible branch</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#skyline-v1-0-3-beta-the-crucible-branch">Skyline v1.0.3-beta - the crucible branch</a></li>
@@ -189,6 +190,10 @@
             
   <div class="section" id="what-s-new">
 <span id="what-s-new"></span><h1>What&#8217;s new<a class="headerlink" href="#what-s-new" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="see-release-notes">
+<span id="see-release-notes"></span><h2>See Release Notes<a class="headerlink" href="#see-release-notes" title="Permalink to this headline">¶</a></h2>
+<p>For v.1.1.1 and later see <a class="reference external" href="releases.html">Release Notes</a></p>
+</div>
 <div class="section" id="skyline-v1-1-0-beta-the-ionosphere-branch">
 <span id="skyline-v1-1-0-beta-the-ionosphere-branch"></span><h2>Skyline v1.1.0-beta the ionosphere branch<a class="headerlink" href="#skyline-v1-1-0-beta-the-ionosphere-branch" title="Permalink to this headline">¶</a></h2>
 <p>See <code class="docutils literal"><span class="pre">Ionosphere</span> <span class="pre">&lt;ionosphere.html&gt;</span></code>__ and <code class="docutils literal"><span class="pre">Development</span> <span class="pre">-</span> <span class="pre">Ionosphere</span> <span class="pre">&lt;development/ionosphere.html&gt;</span></code>__</p>
@@ -352,7 +357,7 @@
     <script type="text/javascript">
         var DOCUMENTATION_OPTIONS = {
             URL_ROOT:'./',
-            VERSION:'1.1.7-beta',
+            VERSION:'1.1.8-beta',
             COLLAPSE_INDEX:false,
             FILE_SUFFIX:'.html',
             HAS_SOURCE:  true