Welcome to FIWARE Monitoring¶
Introduction¶
Monitoring GE - TID Implementation is the key component to allow incorporating monitoring and metering mechanisms in order be able to constantly check the performance of the system, but the architecture should be easily extended to collect data for other required needs. Monitoring involves gathering operational data in a running system. Collected information can be used for several purposes:
- Cloud users to track the performance of their own instances.
- SLA management, in order to check adherence to agreement terms.
- Optimization of virtual machines.
The monitoring system is used by different Cloud GEs in order to track the status of the resources. They use gathered data to take decisions about elasticity or for SLA management. Whenever a new resource is deployed in the cloud, the proper monitoring probe is set up and configured to start providing monitoring data.
The FIWARE Monitoring source code can be found here
This documentation offers deeper information on FIWARE Monitoring.
Documentation
FIWARE Monitoring¶
This is the code repository for FIWARE Monitoring, the reference implementation of the Monitoring GE.
This project is part of FIWARE. Check also the FIWARE Catalogue entry for Monitoring.
Any feedback on this documentation is highly welcome, including bugs, typos or things you think should be included but aren’t. You can use github issues to provide feedback.
For documentation previous to release 4.4.2 please check the manuals at FIWARE public wiki:
- FIWARE Monitoring - Installation and Administration Guide
- FIWARE Monitoring - User and Programmers Guide
GEi overall description¶
FIWARE Monitoring is the key component to allow incorporating monitoring and metering mechanisms in order be able to constantly check the performance of the cloud infrastructure.
This involves gathering operational data in a running system, which usually requires collecting data from heterogeneous sources. Besides, the monitoring architecture should be easily extended to collect additional data for any other required needs.
FIWARE Monitoring is agnostic to the framework used to gather monitoring data. It just assumes there are several monitoring probes collecting information, which somehow must be forwarded to an adaptation layer, responsible for transforming data into a common representation (NGSI) and publishing through a Context Broker (see Orion).
Collected information can be used for several purposes:
- Cloud users to track the performance of their own instances.
- SLA management, in order to check adherence to agreement terms.
- Optimization of virtual machines.
Components¶
- Monitoring framework
- It is up to the infrastructure owner which tool (like Nagios, Zabbix, openNMS, perfSONAR, etc.) is installed for this purpose.
- Collector
- Framework-specific component to forward monitoring data being gathered to the adaptation layer (i.e. NGSI Adapter). Monitoring GE provides a Nagios loadable module NGSI Event Broker as collector for such monitoring framework.
- Adaptation layer
- NGSI Adapter serves as generic adapter to transform monitoring data from probes to NGSI context attributes.
Build and Install¶
The recommended procedure is to install using RPM packages in CentOS 6.x, or DEB packages in Ubuntu 12.04/14.04 LTS. If you are interested in building from sources, check this document.
Requirements¶
- System resources: see these recommendations.
- Operating systems: CentOS (RedHat) and Ubuntu (Debian), being CentOS 6.3 the reference operating system.
- RPM/DEB dependencies: some required packages may not be present in official
repositories, or their versions are too old (for example,
nodejs
). In any case, checking for such dependencies and configuration of alternative sources is automatically managed by the package installation scripts when using the proper tool (yum
in CentOS orapt-get
/gdebi
in Ubuntu).
Installation¶
Using FIWARE package repository (recommended)¶
Refer to the documentation of your Linux distribution to set up the URL of the repository where FIWARE packages are available (and update cache, if needed):
CentOS
http://repositories.testbed.fiware.org/repo/rpm/x86_64
Ubuntu
http://repositories.testbed.fiware.org/repo/deb
Then, use the proper tool to install the packages (this depends on monitoring framework used in the cloud infrastructure, but at least NGSI Adapter will be installed in any case):
CentOS
$ sudo yum install fiware-monitoring-ngsi-adapter
Ubuntu
$ sudo apt-get install fiware-monitoring-ngsi-adapter
Additionally, in case Nagios 3.4/3.5 and its probes (Nagios Plugins) are
being used as the framework to gather monitoring data, then we may install
the package fiware-monitoring-ngsi-event-broker
(see Components above).
Using the RPM/DEB files¶
Download the package(s) from the FIWARE Files area and use the proper tool to install it. Take into account that you may need to manually install dependencies, as some tools aren’t able to manage them when installing from file:
CentOS
$ sudo rpm -i fiware-monitoring-ngsi-adapter-X.Y.Z-1.noarch.rpm
$ sudo rpm -i fiware-monitoring-ngsi-event-broker-X.Y.Z-1.x86_64.rpm
Ubuntu
$ sudo dpkg -i fiware-monitoring-ngsi-adapter_X.Y.Z_all.deb
$ sudo dpkg -i fiware-monitoring-ngsi-event-broker_X.Y.Z_amd64.deb
Upgrading from a previous version¶
Unless explicitly stated, no migration steps are required to upgrade to a newer version of the Monitoring components:
- When using the package repositories, just follow the same directions
described in the Installation section (the
install
subcommand also performs upgrades). - When upgrading from downloaded package files, use
rpm -U
in CentOS, or use samedpkg -i
command in Ubuntu.
Running¶
As explained in the overall description section, there are a variety of elements involved in the monitoring architecture, apart from those components provided by this Monitoring GE (at least, an instance of Context Broker is required and some underlying monitoring framework, such as Nagios). Please refer to their respective documentation for instructions to run them.
From the Monitoring GE components, only NGSI Adapter runs as standalone server. Once installed, there are two ways of running NGSI Adapter: manually from the command line or as a system service (the latter only available if installed as a package). It is not recommended to mix both ways (e.g. start it manually but use the service scripts to stop it). This section assumes you are using the system service (recommended): for the command line alternative, please refer to this document.
In order to start the adapter service, run:
$ sudo service ngsi_adapter start
Then, to stop the service, run:
$ sudo service ngsi_adapter stop
We can also force a service restart:
$ sudo service ngsi_adapter restart
Configuration file¶
The configuration used by the adapter service is optionally read from the file
/etc/sysconfig/ngsi_adapter
(in CentOS) or /etc/default/ngsi_adapter
(in Ubuntu):
# ADAPTER_LOGFILE - Logging file
ADAPTER_LOGFILE=/var/log/ngsi_adapter/ngsi_adapter.log
# ADAPTER_LOGLEVEL - Logging level
ADAPTER_LOGLEVEL=INFO
# ADAPTER_LISTEN_HOST - The host where NGSI Adapter listens to requests
ADAPTER_LISTEN_HOST=0.0.0.0
# ADAPTER_LISTEN_PORT - The port where NGSI Adapter listens to requests
ADAPTER_LISTEN_PORT=1337
# ADAPTER_UDP_ENDPOINTS - UDP listen endpoints (host:port:parser,...)
# ADAPTER_PARSERS_PATH - Path with directories to look for parsers
ADAPTER_PARSERS_PATH=lib/parsers/nagios
# ADAPTER_BROKER_URL - The endpoint where Context Broker is listening
ADAPTER_BROKER_URL=http://127.0.0.1:1026/
# ADAPTER_MAX_REQUESTS - Maximum number of simultaneous requests
ADAPTER_MAX_REQUESTS=5
# ADAPTER_RETRIES - Maximum number of retries invoking Context Broker
ADAPTER_RETRIES=2
Most of these attributes map to options of the command line interface as follows:
ADAPTER_LOGLEVEL
maps to-l
or--logLevel
optionADAPTER_LISTEN_HOST
maps to-H
or--listenHost
optionADAPTER_LISTEN_PORT
maps to-p
or--listenPort
optionADAPTER_UDP_ENDPOINTS
maps to-u
or--udpEndpoints
optionADAPTER_PARSERS_PATH
maps to-P
or--parsersPath
optionADAPTER_BROKER_URL
maps to-b
or--brokerUrl
optionADAPTER_MAX_REQUESTS
maps to-m
or--maxRequests
optionADAPTER_RETRIES
maps to-r
or--retries
option
Default values are found in /opt/fiware/ngsi_adapter/lib/common.js
.
Checking status¶
In order to check the status of the adapter service, use the following command (no special privileges required):
$ service ngsi_adapter status
API Overview¶
To transform monitoring data into NGSI attributes, probe raw data should be sent as body of a POST request to the adapter, identifying the source entity being monitored in the query fields.
For example, if using the check_load
Nagios probe to measure CPU load,
then the request would look like:
curl "{adapter_endpoint}/check_load?id={myhostname}&type=host" -s -S
--header 'Content-Type: text/plain' -X POST -d @- <<-EOF
OK - load average: 5.00, 7.01, 7.05|load1=5.000;10.000;10.000;0;
load5=7.010;15.000;15.000;0; load15=7.050;30.000;30.000;0;
EOF
This would result in an invocation to Context Broker updating the context
of an entity of type host
identified by myhostname
with a new
attribute cpuLoadPct
with value 5.00
.
Please have a look at the API Reference Documentation section bellow and at the programmer guide.
API Reference Documentation¶
Testing¶
End-to-end tests¶
Please refer to the Installation and administration guide for details.
Unit tests¶
The test
target is used for running the unit tests in both components of
Monitoring GE:
$ cd ngsi_adapter
$ grunt test
$ cd ngsi_event_broker
$ make test # synonym of standard 'check' target
Please have a look at the section building from source code in order to get more information about how to prepare the environment to run the unit tests.
Acceptance tests¶
In the following documents you will find a business readable description of the features provided by the components of the Monitoring GE, as well as automated tests for them:
Advanced topics¶
License¶
(c) 2013-2015 Telefónica I+D, Apache License 2.0
User and Programmers Guide¶
Introduction¶
Welcome the User and Programmers Guide for the Monitoring Generic Enabler. This GE is built up from different distributed components, as depicted in the following figure:

Background and Detail¶
This User and Programmers Guide relates to the Scalability Manager GE which is part of the Cloud Hosting Chapter. Please find more information about this Generic Enabler in the following Open Specification.
User Guide¶
This GE does not provide an interactive user interface, hence there is no User Guide. The following section elaborates on programmatic usage.
Programmer Guide¶
According to the architecture aforementioned, there are several APIs involved in the monitoring process:
- NGSI Adapter API (HTTP)
- NGSI Adapter API (UDP)
- Context Broker API
- Monitoring (Query Manager) API
NGSI Adapter API (HTTP)¶
Probe raw data should be sent as body of a POST request to the adapter, identifying the source entity being monitored in the query parameters. For example, given the following scenario:
Monitored host: | 178.23.5.23 |
---|---|
Monitoring tool: | |
Nagios | |
Monitoring probe name: | |
check_load | |
NGSI Adapter endpoint: | |
http://adapterhost:1337 |
then requests would look like:
HTTP POST http://adapterhost:1337/check_load?id=178.23.5.23&type=host
Content-Type: text/plain
OK - load average: 0.36, 0.25, 0.24|load1=0.360;1.000;1.000;0;
load5=0.250;5.000;5.000;0; load15=0.240;15.000;15.000;0;
Please take into account that NGSI standard identify entities (in this case,
the resources being monitored) using a pair <entityId,entityType>. This
identification of the monitored resource has to be provided as the query
parameters id
and type
, respectively. The probe name included in
the URL lets NGSI Adapter know the originating monitoring probe, therefore
selecting the proper parser for it. This API is fully described in Apiary.
Monitoring framework is expected to schedule the execution of probes and send the raw data been gathered to the NGSI Adapter. Depending on the tool that has been chosen, this would require the development of a custom component (a kind of monitoring collector) to automatically forward such data to the adaptation layer.
NGSI Adapter API (UDP)¶
In case UDP endpoints are defined (specifying the target parser to be loaded), probe raw data should be sent as UDP request to the adapter. Such message is expected to include both the id and the type of the NGSI Entity whose data is about to be parsed.
NGSI Adapter parsers¶
NGSI Adapter processes requests asynchronously, trying to load a valid parser
named after the originating probe, located at any of the directories specified
(see Installation and Administration Guide). If probe
is unknown (parser not found), HTTP response status will be 404
; otherwise,
response status will be 200
, parser will be dynamically loaded, and then
its parseRequest()
and getContextAttrs()
methods will be called. The
attribute list returned by the latter will be used to invoke Context Broker.
Custom parsers for new probes may be easily added to NGSI Adapter, just extending a base abstract object and implementing the aforementioned methods. For example, suppose we want to support a new “myProbe” whose data is a comma-separated list of values of two attributes myAttr0 and myAttr1:

/**
* module "myProbe" at any directory included in ADAPTER_PARSERS_PATH
*/
// @augments base parser (must redefine parseRequest and getContextAttrs)
var myParser = Object.create(null);
// @param Domain object including context, timestamp, id, type & body
myParser.parseRequest = function (reqDomain) {
var reqDataContent = this.doSomeParsing(reqDomain.body);
return { data: reqDataContent };
};
// @param EntityData object including data attribute
myParser.getContextAttrs = function (entityData) {
var items = this.doMoreParsing(entityData.data);
return { myAttr0: items[0], myAttr1: items[1] };
};
exports.parser = myParser;
Custom parsers for UDP request must also set the attributes entityId
and
entityType
of the input object reqDomain
on return, given that such
information is part of the UDP message itself being parsed:
// @param Domain object
myParser.parseRequest = function (reqDomain) {
var identification = this.doSomeParsing(reqDomain.body),
reqDataContent = this.doMoreParsing(reqDomain.body);
reqDomain.entityId = identification['id'];
reqDomain.entityType = identification['type'];
return { data: reqDataContent };
};
Context Broker API¶
Please refer to Context Broker documentation. This will give us access to the last updates of monitoring data available, but not to historical data.
Monitoring API¶
Retrieval of historical data stored at a distributed filesystem (e.g. Hadoop) is handled by the Query Manager component, whose API is described in this preliminary specification.
Installation and Administration Guide¶
Introduction¶
This guide defines the procedure to install the different components that build up the Monitoring GE, including its requirements and possible troubleshooting.
For general information, please refer to this document.
Installation¶
Monitoring infrastructure comprises several elements distributed across different hosts, as depicted in the following figure:

- Probes gather raw monitoring data, which a Collector (for Nagios, this is NGSI Event Broker) forwards to NGSI Adapter.
- NGSI Adapter, responsible for translating probe raw data into a common format (NGSI).
- Parsers at NGSI Adapter, specific for the different probes that generate monitoring data.
- Context Broker, where monitoring data (transformed into NGSI context updates) will be published.
- Hadoop, for storing historical context data.
- Connector between Context Broker and data storage (for example, this could be Cygnus).
Installation of probes¶
Monitoring GE is agnostic to the framework used to gather monitoring data. It just assumes there are several probes collecting such data, which somehow will be forwarded to the adaptation layer (NGSI Adapter).
It is up to the infrastructure owner which tool (like Nagios, Zabbix, openNMS, perfSONAR, etc.) is installed for this purpose.
Installation of collector¶
Probes must “publish” their data to NGSI Adapter. Depending on the exact monitoring tool installed, a kind of collector has to be deployed in order to send data to the adapter:
- NGSI Event Broker is an example specific for Nagios, implemented as a loadable module. Description and installation details can be found here.
Installation of NGSI Adapter¶
Requirements¶
NGSI Adapter should work on a variety of operating systems, particularly on the majority of GNU/Linux distributions (e.g. Debian, Ubuntu, CentOS), as it only requires a V8 JavaScript Engine to run a Node.js server.
NGSI Adapter is a standalone Node.js process, so node
and its package
manager npm
should be installed previously. These requirements are
automatically checked when installing the fiware-monitoring-ngsi-adapter
package. However, for manual installation please visit NodeSource.
Downloads¶
Please refer to this document for details.
Additional parsers¶
NGSI Adapter currently includes a predefined set of parsers for Nagios probes
at lib/parsers/nagios
directory, each named after its corresponding probe.
This can be extended with additional parsers found at additional directories.
To do so, please configure --parsersPath
command line option (or set the
variable ADAPTER_PARSERS_PATH
) with a colon-separated list of absolute (or
relative to Adapter root) directories where parsers are located.
Installation of the connector¶
This component subscribes to changes at Context Broker and writes data into a distributed filesystem storage (usually HDFS from Hadoop). Historically the ngsi2cosmos connector implementation has been used (installation details here), although from March 2014 this component is deprecated and a brand new Cygnus implementation (installation details here) is available.
Running the monitoring components¶
As stated before, there are a number of distributed components involved in the monitoring. Please refer to their respective installation manuals for execution details (this applies to probes & monitoring software, Context Broker, Hadoop, etc.). This section focuses on NGSI Adapter specific instructions.
Running NGSI Adapter¶
Once installed, there are two ways of running NGSI Adapter: manually from the command line or as a system service. It is not recommended to mix both ways (e.g. start it manually but using the service scripts to stop it).
As system service¶
When installed from its package distribution, a Linux service ngsi_adapter
is configured (but not started). Please refer to this document for details.
From the command line¶
You can run the adapter just typing the following command at the installation
directory (usually /opt/fiware/ngsi_adapter/
):
$ adapter
You can use these command line options (available typing adapter --help
):
-l, --logLevel | Verbosity of log messages |
-H, --listenHost | |
The hostname or address at which NGSI Adapter listens | |
-p, --listenPort | |
The port number at which NGSI Adapter listens | |
-u, --udpEndpoints | |
Optional list of UDP endpoints (host:port:parser) | |
-P, --parsersPath | |
Colon-separated path with directories to look for parsers | |
-b, --brokerUrl | |
The URL of the Context Broker instance to publish data to | |
-m, --maxRequests | |
Maximum number of simultaneous outgoing requests to Context Broker | |
-r, --retries | Number of times a request to Context Broker is retried, in case of error |
Sanity check procedures¶
These are the steps that a System Administrator will take to verify that an installation is ready to be tested. This is therefore a preliminary set of tests to ensure that obvious or basic malfunctioning is fixed before proceeding to unit tests, integration tests and user validation.
End to end testing¶
Use the commands of the monitoring framework being used (for example, Nagios) to reschedule some probe execution and force the generation of new monitoring data:
Check the logs of the framework (i.e.
/var/log/nagios/nagios.log
) for a new probe execution detected by the collector:$ cat /var/log/nagios/nagios.log [1439283831] lvl=INFO | trans=rdPmJ/uHE62a | comp=fiware-monitoring-ngsi-event-broker | op=NGSIAdapter | msg=Request sent to http://host:1337/check_xxx?id=xxx&type=host
Check NGSI Adapter logs for incoming requests with raw data, and for the corresponding updateContext() request to Context Broker:
$ cat /var/log/ngsi_adapter/ngsi_adapter.log time=... | lvl=INFO | trans=rdPmJ/uHE62a | op=POST | msg=Request on resource /check_xxx with params id=xxx&type=xxx time=... | lvl=INFO | trans=rdPmJ/uHE62a | op=POST | msg=Response status 200 OK time=... | lvl=INFO | trans=rdPmJ/uHE62a | op=UpdateContext | msg=Request to ContextBroker at http://host:1026/...
Finally, query Context Broker API to check whether entity attributes have been updated according to the new monitoring data (see details here)
List of Running Processes¶
A node
process running the “adapter” server should be up and running, e.g.:
$ ps -C node -f | grep adapter
fiware 21930 1 0 Mar28 ? 00:06:06 node /opt/fiware/ngsi_adapter/adapter
Alternatively, we can check if service is running, e.g.:
$ service ngsi_adapter status
* ngsi_adapter is running
Network interfaces Up & Open¶
NGSI Adapter uses TCP 1337 as default port, although it can be changed using
the --listenPort
command line option.
Additionally, a list of UDP listen ports may be specified by --udpEndpoints
command line option.
Databases¶
This component does not persist any data, and no database engine is needed.
Diagnosis Procedures¶
The Diagnosis Procedures are the first steps that a System Administrator will take to locate the source of an error in a GE. Once the nature of the error is identified with these tests, the system admin will very often have to resort to more concrete and specific testing to pinpoint the exact point of error and a possible solution. Such specific testing is out of the scope of this section.
Resource availability¶
Although we haven’t done yet a precise profiling on NGSI Adapter, tests done in our development and testing environment show that a host with 2 CPU cores and 4 GB RAM is fine to run server.
Remote service access¶
- Probes at monitored hosts should have access to NGSI Adapter listen port (TCP 1337, by default)
- NGSI Adapter should have access to Context Broker listen port (TCP 1026, by default)
- Connector should have access to Context Broker listen port in order to subscribe to context changes
- Context Broker should have access to Connector callback port to notify changes
Resource consumption¶
No issues related to resources consumption have been detected neither with the NGSI Adapter server nor with the NGSI Event Broker loaded as a “pluggable” module on Nagios startup.
I/O flows¶
Figure at installation section shows the I/O flows among the different monitoring components:
- Probes send requests to NGSI Adapter with raw monitoring data, by means of a custom collector component (for example, NGSI Event Broker)
- NGSI Adapter sends request to Context Broker in terms of context updates of the monitored resources
- Context Broker notifies Connector with every context change
- Connector writes changes to storage