FogLAMP Average notification rule plugin
A notification plugin that triggers if the value of a datapoint is more than a prescribed percentage different from the currently observed average for that data point.
The plugin only monitors a single asset, but will moitor all data points within that asset. It will trigger if any of the data points within the asset differ by more than the configured percentage, an average is maintained for each data point seperately.
A configuration option also allows for control of notification triggering based on the value being above, below are either side of the average value.
The average calculated may be either a simple moving average or an exponential moving average. If an exponential moving average is chosen then a second configuration parameter allows the setting of the factor used to calculate that average.
Exponential moving averages give more weight to the recent values compare to historical values. The smaller the EMA factor the more weight recent values carry. A value of 1 for factor will only consider at the most recent value.
The Average rule is not applicable to all data, only simple numeric values are considered and those values should not deviate with an average of 0 or close to 0 if good results are required. Data points that deviate wildly are also not suitable for this plugin.
Build
To build FogLAMP "Average" notification rule C++ plugin, in addition to FogLAMP source code, the Notification server C++ header files are required (no .cpp files or libraries needed so far)
The path with Notification server C++ header files cab be specified only via NOTIFICATION_SERVICE_INCLUDE_DIRS environment variable.
Example:
$ export NOTIFICATION_SERVICE_INCLUDE_DIRS=/home/ubuntu/source/foglamp-service-notification/C/services/common/include$ mkdir build
$ cd build
$ cmake ..
$ make- By default the FogLAMP develop package header files and libraries are expected to be located in /usr/include/foglamp and /usr/lib/foglamp
- If FOGLAMP_ROOT env var is set and no -D options are set, the header files and libraries paths are pulled from the ones under the FOGLAMP_ROOT directory. Please note that you must first run 'make' in the FOGLAMP_ROOT directory.
You may also pass one or more of the following options to cmake to override this default behaviour:
- FOGLAMP_SRC sets the path of a FogLAMP source tree
- FOGLAMP_INCLUDE sets the path to FogLAMP header files
- FOGLAMP_LIB sets the path to FogLAMP libraries
- FOGLAMP_INSTALL sets the installation path of Random plugin
- NOTE:
- The FOGLAMP_INCLUDE option should point to a location where all the FogLAMP header files have been installed in a single directory.
- The FOGLAMP_LIB option should point to a location where all the FogLAMP libraries have been installed in a single directory.
- 'make install' target is defined only when FOGLAMP_INSTALL is set
Examples:
no options
$ cmake ..
no options and FOGLAMP_ROOT set
$ export FOGLAMP_ROOT=/some_foglamp_setup
$ cmake ..
set FOGLAMP_SRC
$ cmake -DFOGLAMP_SRC=/home/source/develop/FogLAMP ..
set FOGLAMP_INCLUDE
$ cmake -DFOGLAMP_INCLUDE=/dev-package/include ..
set FOGLAMP_LIB
$ cmake -DFOGLAMP_LIB=/home/dev/package/lib ..
set FOGLAMP_INSTALL
$ cmake -DFOGLAMP_INSTALL=/home/source/develop/FogLAMP ..
$ cmake -DFOGLAMP_INSTALL=/usr/local/foglamp ..