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SDI-1394 a metric can be changed from static to dynamic
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# Snap Static and Dynamic Metrics | ||
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Snap Framework supports two types of metrics. They are static and dynamic metrics. A Snap metric consists of a namespace and value pair. | ||
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### Static Metrics | ||
A namespace having no wildcard and only string literals separated by slashes is a static metric. | ||
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String representation examples: | ||
``` | ||
/intel/cassandra/node/zeus/type/Cache/scope/KeyCache/name/Requests/OneMinuteRate | ||
/intel/cassandra/node/zeus/type/ClientRequest/scope/CASRead/name/Unavailables/FiveMinuteRate | ||
/intel/cassandra/node/apollo/type/Cache/scope/RowCache/name/Hits/OneMinuteRate | ||
/intel/cassandra/node/apollo/type/ClientRequest/scope/RangeSlice/name/Latency/OneMinuteRate | ||
``` | ||
### Dynamic Metrics | ||
A namespace including at least one wildcard is a dynamic metric. | ||
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String representation examples: | ||
``` | ||
/intel/cassandra/node/*/type/*/scope/*/name/*/OneMinuteRate | ||
/intel/cassandra/node/*/type/*/scope/*/name/*/FiveMinuteRate | ||
/intel/cassandra/node/*/type/*/keyspace/*/name/*/OneMinuteRate | ||
/intel/cassandra/node/*/type/*/keyspace/*/name/*/FiveMinuteRate | ||
``` | ||
### Namespace Element | ||
Namespace element in Snap is defined as a struct. Both static and dynamic elements share the same definition. | ||
``` | ||
type NamespaceElement struct { | ||
Value string | ||
Description string | ||
Name string | ||
} | ||
``` | ||
The _`NamespaceElement`_ forms each cell of a namespace and those cells are separated by slashes. | ||
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Create a dynamic element: | ||
``` | ||
ns := core.NewNamespace("intel", "cassandra", "node") | ||
.AddDynamicElement("node name", "description") | ||
``` | ||
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Create multiple dynamic elements: | ||
``` | ||
ns := core.NewNamespace("intel", "cassandra", "node") | ||
.AddDynamicElement("node name", "description") | ||
.AddStaticElement("type") | ||
.AddDynamicElement("type value", "description") | ||
.AddStaticElement("scope") | ||
.AddDynamicElement("scope value", "description") | ||
.AddStaticElement("name") | ||
.AddDynamicElement("name value", "description") | ||
.AddStaticElement("50thPercentile") | ||
``` | ||
>The key takeaway is that the _`named element`_ is a _`dynamic element`_. A static element has an _`empty Name`_ field. | ||
### Collector Plugins | ||
Building a Snap collector plugin involves two primary tasks. One is to create a collector metric catalog. Another is to collect metric data. | ||
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##### Create Metric Catalog | ||
Creating a collector having dynamic metric catalog by utilizing the following methods from Snap _`core`_ package, Snap CLI(snapctl) verbose output could display the definition and the description of a wildcard along with a namespace's `Measurement Unit` if it's defined. | ||
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Methods: | ||
``` | ||
(n Namespace) AddStaticElement(value string) Namespace | ||
(n Namespace) AddDynamicElement(name, description string) Namespace | ||
(n Namespace) AddStaticElements(values ...string) Namespace | ||
``` | ||
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Create Metric Catalog: | ||
``` | ||
metricType := plugin.MetricType{ | ||
Namespace_: ns, | ||
Unit_: <namespace measurement unit>, | ||
} | ||
``` | ||
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Snap CLI verbose output: | ||
``` | ||
$ $SNAP_PATH/bin/snapctl metric list --verbose | ||
/intel/cassandra/node/[node name]/type/[type value]/scope/[scope value]/name/[name value]/OneMinuteRate float64 | ||
/intel/cassandra/node/[node name]/type/[type value]/scope/[scope value]/name/[name value]/FiveMinuteRate float64 | ||
/intel/cassandra/node/[node name]/type/[type value]/keyspace/[keyspace value]/name/[name value]/OneMinuteRate float64 | ||
/intel/cassandra/node/[node name]/type/[type value]/keyspace/[keyspace value]/name/[name value]/FiveMinuteRate float64 | ||
``` | ||
##### Collecting metric data | ||
While collecting metric data, collector plugin authors may leverage Snap framework by specifying `Name` field for every _`dynamic`_ element but leaving an empty `Name` field for each static element. | ||
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>If you use the _`(n Namespace) AddDynamicElement(value string) Namespace`_ method to build dynamic elements for a metric, remember setting the actual metric element values. | ||
### Publisher Plugins | ||
Snap publisher plugins may leverage following methods from Snap to determine if an element is dynamic or static _`if and only if`_ a collector correctly defined the _`Name`_ field for every dynamic element. | ||
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Get all dynamic element positions: | ||
``` | ||
isDynamic, indexes := ns.IsDynamic() | ||
``` | ||
Where `isDynamic` is a bool type which indicates if a namespace contains at least one dynamic element and `indexes` is an array of dynamic element positions. | ||
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loop through each element: | ||
``` | ||
for _, elt := range ns { | ||
elt.IsDynamic() { | ||
// strip off dynamic element to create searchable metric tags | ||
} | ||
} | ||
``` | ||
It's even better that plugin [utilities](https://github.com/intelsdi-x/snap-plugin-utilities/blob/master/mts/mts.go#L32) may save your time. | ||
By defining dynamic elements inside a namespace, you'll have the capability to treat them differently at a later time. For instance, you have metric namespaces: | ||
``` | ||
/foo/bar/host-alice/status | ||
/foo/bar/host-bob/status | ||
/foo/bar/host-nicole/status | ||
/foo/bar/host-david/status | ||
``` | ||
In order to get the measurement `/foo/bar/status`, specifying the _`host name`_ element as a dynamic element. The host names may use as filterable tags. | ||
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> Snap checks the Name field of a namespace element to determine if an item is static or dynamic. The _`Name`_ field should be empty as a static element but not empty as a dynamic element. | ||
Appropriately define your dynamic element to leverage Snap framework! |
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