API Usage Tutorial
Concepts
Data in the datastore is organized as a set of tables
of
latest values for each object and also as
sets of
time series values for each instance of each object.
Object types include types such as Interfaces, LSPs, Nodes,
Demands, Interface Queues, Inventory and custom, user defined types. Each object has a
set of properties which are typically measured at regular time intervals,
such as the "Traffic In" measurement of Interfaces, which may be collected and stored
every ten minutes. For example, if there exists an Interface :
"tokyjp05.jp.bb/ae1.0", which has increasing traffic
every ten minutes over the past day from 200Mbps to 800Mbps. The api:
api/objects/{type} will fetch
latest values only, so that a request for:
api/objects/interfaces?filter=node(tokyjp05.jp.bb);name(ae1.0); will return a single object whose "Traffic In" value is 800.0.
Time Series data, which comprises the bulk of the data, is
typically accessed via reports, which apply filters, aggregations and some
analysis to create summary tables and graphs. There also exists a special api:
api/jobs/live, which synchronously retrieves the
raw data for a single object over a period of time.
Otherwise, all reports are run
asynchronously.
Reports come in four types: Ad Hoc, Deviation, Health and
Traffic. They operate on a set of objects of a single type, chosen using a
filter on latest values. The data within reports is derived from the
raw, time series data. For example, an ad hoc report on all interface with a
filter for a "traffic in" value of 800Mbps will include the "tokyjp05.jp.bb/ae1.0"
interface because its
latest value is 800 and will not include all
interfaces whose value has ever been 800Mbps. If the report includes the
"traffic in" property, it will include the raw data for that object (or a set
of objects,) plus requested values, such as min, max or average.
The process
to run a report is:
- Define report: api/definitions.
- Start the report: api/jobs.
- Check status: api/jobs/{jid}.
- Fetch results: api/reportout/{jobid}.
Note that steps 1 & 2 can be combined into a single step by POSTing the report
definition to
api/jobs.
API Usage Examples
Fetching latest values.
The objects api:
api/objects/{type} fetches a single object identified by the
filter parameter. Note that each set of objects comes with full meta data for all object properties. In the following example, a single interface named "ap_tok_bb1/ae0.0" is retrieved:
curl -X GET -H "Accept: application/json" -u admin:cariden "http://127.0.0.1:8080/matelive/api/objects/interfaces?filter=node(ap_tok_bb1);name(ae0.0);"
{
"objectDataList": null,
"objectData": [
{
"data": [
"AP_TOK_BB1",
"1714",
"ae0.0",
"To AP_TOK_ER7 Bundle-Ether0",
"20000",
"172.20.7.30/30",
"10",
"AP_TOK_ER7",
"Bundle-Ether0",
"up",
"up",
"1670.62",
"8.35",
"1793.64",
"8.97",
"389243.34",
"362546.75",
null,
"0",
"edge",
";LagImbalance",
"1713",
"3",
"64512",
"64512",
"1.07"
],
"selected": null,
"notesInfo": null
}
],
"objectMeta": [
{
"category": "Interfaces",
"name": "Node",
"type": "String",
"isKey": true,
"hidden": false,
"displayName": "Node",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "thingid",
"type": "Integer",
"isKey": false,
"hidden": true,
"displayName": "thingid",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Name",
"type": "String",
"isKey": true,
"hidden": false,
"displayName": "Name",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Description",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Description",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Capacity",
"type": "Long",
"isKey": false,
"hidden": false,
"displayName": "Capacity",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "IPAddress",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "IP Address",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Metric",
"type": "Long",
"isKey": false,
"hidden": false,
"displayName": "Metric",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "RemoteNode",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Remote Node",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "RemoteInterface",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Remote Interface",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "AdminStatus",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Admin Status",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "OperStatus",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Operational Status",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "TraffOut",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Traffic Out",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "UtilOut",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Util Out",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "TraffIn",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Traffic In",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "UtilIn",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Util In",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "PacketsIn",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Packets In",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "PacketsOut",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Packets Out",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "ErrorsPacketsIn",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Error Packets In",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "DroppedPacketsOut",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "Dropped Packets Out",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Function",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Function",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Tags",
"type": "String",
"isKey": false,
"hidden": false,
"displayName": "Tags",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "ParentThingId",
"type": "Long",
"isKey": false,
"hidden": true,
"displayName": "ParentThingId",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "Type",
"type": "Long",
"isKey": false,
"hidden": false,
"displayName": "Type",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "RemoteAS",
"type": "Long",
"isKey": false,
"hidden": false,
"displayName": "Remote AS",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "AS",
"type": "Long",
"isKey": false,
"hidden": false,
"displayName": "AS",
"additionalFilter": null
},
{
"category": "Interfaces",
"name": "TraffIn over TraffOut",
"type": "Double",
"isKey": false,
"hidden": false,
"displayName": "TraffIn over TraffOut",
"additionalFilter": null
}
],
"treeMeta": null,
"objectType": {
"name": "Interfaces",
"display": "Interfaces"
},
"count": 1
}
Running an ad hoc report.
Defining a report involves POSTing a report definition of one of the main report types.
If the POST uses the api:
api/jobs, the response with be a Job ID.
If the POST uses the api:
api/definitions, the response with be a Definition ID which can then be POSTed to
api/jobs.
The example below shows the more convenient method of POSTing directly to
api/jobs. This example reports on the past month's utilization numbers for all interfaces whose capacity is 100Gb.
curl -X POST -H "Content-Type: application/json" -u admin:cariden "http://127.0.0.1:8080/matelive/api/jobs" -d '{"properties":[{"name":"UtilIn","aggregationMode":"P95"},{"name":"UtilOut","aggregationMode":"P95"}],"definitionId":4,"name":"","reportType":"AdHoc","objectType":"Interfaces","group":"Capacity","subGroup":"100000","query":null,"filter":null,"objectKeys":null,"timeRangeUnits":"month","timeRangeValue":"1","timeFrom":null,"timeTo":null,"hasCumulativeSum":true,"cumulativeGroupBy":"Node","aggPeriodUnits":null,"aggPeriodValue":0}'
4
Report status.
The above response (4) was a Job ID, which can be used to fetch status.
curl -X GET -u admin:cariden "http://127.0.0.1:8080/matelive/api/jobs/4"
{
"jobId": 4,
"definitionId": 2,
"definitionName": null,
"startTime": "2014-10-29 16:03:33",
"endTime": "2014-10-29 16:03:38",
"elapsedTime": 5854,
"percentComplete": 100,
"jobStatus": "completed",
"defineURL": "http://127.0.0.1:8080/matelive/defineReport?outputXml&name=\"Ad+Hoc-Interfaces-9\"&objectType=interfaces&group.capacity=100000&reportType=adhoc&time.last=1.month&utilin.p95&utilout.p95&sum.group=Node",
"outputFilter": null,
"outputSorts": null
}
Report output.
Reports typically consist of a table with links to graphs and other details. The following fetches the report table.
curl -X GET -u admin:cariden "http://127.0.0.1:8080/matelive/services/reportout/4?page=1&nPerPage=10"
{
"id": 4,
"title": null,
"summary": {
"summary": [
[
"Group",
"Capacity"
],
[
"Sub-Group",
"100000"
],
[
"Grouped by",
"Node"
],
[
"Generated on",
"2014-10-29 16:14:06"
],
[
"Time range",
"2013-09-16 03:15:57 - 2013-10-16 13:45:00"
],
[
"Measurements",
"UtilIn (P95),UtilOut (P95)"
],
[
"Raw Interval",
"900000"
],
[
"Output Mode",
"Cumulative"
],
[
"Definition ID",
"4"
],
[
"Category",
"Interfaces"
],
[
"Report Type",
"Ad Hoc"
]
]
},
"table": {
"jsType": "UiTable",
"tableName": null,
"headers": [
"Node",
"Count",
"Util In (P95)",
"Util Out (P95)",
"rowId"
],
"dataTypes": [
"String",
"Integer",
"Double",
"Double",
"int"
],
"drillDowns": [
"false",
"true",
"false",
"false",
null
],
"keyColumns": [
0
],
"rows": [
[
"AM_DC_EAST_BB1",
"3",
"2.19",
"5.86",
"4"
],
[
"AM_DC_EAST_BB2",
"3",
"2.19",
"5.86",
"2"
],
[
"AM_DC_EAST_BB3",
"5",
"8.35",
"8.35",
"9"
],
[
"AM_DC_EAST_BB4",
"5",
"1.22",
"1.22",
"8"
],
[
"AM_DCA_BB1",
"2",
"2.28",
"0.79",
"3"
],
[
"AM_NYC_BB2",
"8",
"24.35",
"22.01",
"10"
],
[
"AM_SEA_BB1",
"3",
"48.3",
"48.64",
"5"
],
[
"AM_SEA_BB2",
"1",
"35.88",
"38.8",
"6"
],
[
"AP_TOK_BB3",
"2",
"54.88",
"53.06",
"1"
],
[
"EU_LON_BB1",
"2",
"38.16",
"33.53",
"7"
]
],
"currentPage": 1,
"sorts": [
{
"columnIndex": 0,
"sortDirection": "inc"
}
],
"totalRows": 10,
"origRows": 0,
"nPerPage": 10,
"csvUrl": "data/report/9_4_20141029T161402/0.csv",
"filters": ""
}
}
Report graphs
Fetching graph data is a two step process. The first step is to fetch the list of graphs available for a particular Job Id, column & row. If overall graphs are needed, choose a column number greater than the total number of columns, such as 999.
This uses the following api:
api/reportout/{id}/{coldIndex}/{rowId} .
The row ID is found in the previous summary table output. Thus, to get the utilization graphs for the previous report (jobID=4,) for the second row, call GET on the following:
curl -X GET -u admin:cariden "http://127.0.0.1:8080/matelive/services/reportout/4/999/2"
{
"jsType": "LwReportResults",
"from": 1379301357000,
"to": 1381931100000,
"chartFrom": 0,
"chartTo": 0,
"rors": [
{
"jsType": "LwReportObjectResult",
"repObj": {
"jsType": "LwReportObject",
"kvs": [
{
"value1": "Node",
"value2": "AM_DCA_BB1"
}
],
"dataTypes": [
"String"
],
"size": 2,
"url": null
},
"propOuts": [
{
"jsType": "LwSeriesOutput",
"prop": "UtilIn",
"display": "Util In",
"raw": {
"jsType": "ChartData",
"vertLbl": "%",
"title": "UtilIn Raw",
"ctype": "DOT",
"plotColor": "",
"overlay": "UtilIn",
"legends": null,
"csvUrl": "matelive/data/report/4_4_20141028T212716/1811424281_1414531638084.csv",
"dataUrl": null
},
"aggs": null
},
{
"jsType": "LwSeriesOutput",
"prop": "UtilOut",
"display": "Util Out",
"raw": {
"jsType": "ChartData",
"vertLbl": "%",
"title": "UtilOut Raw",
"ctype": "DOT",
"plotColor": "",
"overlay": "UtilOut",
"legends": null,
"csvUrl": "matelive/data/report/4_4_20141028T212716/1041527622_1414531638529.csv",
"dataUrl": null
},
"aggs": null
}
]
}
]
}
In this result, there are two graphs listed:
- UtilIn: "csvUrl": "matelive/data/report/4_4_20141028T212716/1811424281_1414531638084.csv"
- UtilOut: "csvUrl": "matelive/data/report/4_4_20141028T212716/1041527622_1414531638529.csv"
REST Data Resource
Report output will often refer to raw data files by URLs which point to comma separated value files on the server, which can be retrieved using GET. The following is an example which uses basic authentication using the default WAE Live administrator user name ane password. To fetch the UtilOut data from the above report, use the
cvsUrl property retrieved above:
curl -X GET -u admin:cariden "http://127.0.0.1:8080/matelive/data/report/4_4_20141028T212716/1811424281_1414531638084.csv"
Timestamp,UtilOut
2013-09-16 03:15:57,0
2013-09-16 03:30:00,0.02
2013-09-16 03:45:00,0.02
2013-09-16 04:00:00,0.01
2013-09-16 04:15:00,0.01
2013-09-16 04:30:00,0.02
2013-09-16 04:45:00,0.02
2013-09-16 05:00:00,0.02
2013-09-16 05:15:00,0.04
2013-09-16 05:30:00,0.02
2013-09-16 05:45:00,0.02
2013-09-16 06:00:00,0.03
2013-09-16 06:15:00,0.02
2013-09-16 06:30:00,0.02
2013-09-16 06:45:00,0.03
2013-09-16 07:00:00,0.03
2013-09-16 07:15:00,0.03
2013-09-16 07:30:00,0.03
2013-09-16 07:45:00,0.03
2013-09-16 08:00:00,0.03
2013-09-16 08:15:00,0.03
2013-09-16 08:30:00,0.03
2013-09-16 08:45:00,0.04
2013-09-16 09:00:00,0.04
2013-09-16 09:15:00,0.05
2013-09-16 09:30:00,0.05
2013-09-16 09:45:00,0.05
2013-09-16 10:00:00,0.05
2013-09-16 10:15:00,0.05
2013-09-16 10:30:00,0.05
2013-09-16 10:45:00,0.06
2013-09-16 11:00:00,0.05
2013-09-16 11:15:00,0.05
2013-09-16 11:30:00,0.06
2013-09-16 11:45:00,0.06
2013-09-16 12:00:00,0.06
2013-09-16 12:15:00,0.06
2013-09-16 12:30:00,0.05
2013-09-16 12:45:00,0.06
2013-09-16 13:00:00,0.06
2013-09-16 13:15:00,0.07
2013-09-16 13:30:00,0.06
2013-09-16 13:45:00,0.06
2013-09-16 14:00:00,0.06
2013-09-16 14:15:00,0.06
2013-09-16 14:30:00,0.06
2013-09-16 14:45:00,0.06
2013-09-16 15:00:00,0.06
2013-09-16 15:15:00,0.06
2013-09-16 15:30:00,0.06
2013-09-16 15:45:00,0.06
2013-09-16 16:00:00,0.06
2013-09-16 16:15:00,0.06
2013-09-16 16:30:00,0.05
2013-09-16 16:45:00,0.05
2013-09-16 17:00:00,0.06
2013-09-16 17:15:00,0.05
2013-09-16 17:30:00,0.05
2013-09-16 17:45:00,0.05
2013-09-16 18:00:00,0.05
2013-09-16 18:15:00,0.05
2013-09-16 18:30:00,0.05
2013-09-16 18:45:00,0.04
2013-09-16 19:00:00,0.04
2013-09-16 19:15:00,0.05
2013-09-16 19:30:00,0.04
2013-09-16 19:45:00,0.04
2013-09-16 20:00:00,0.04
2013-09-16 20:15:00,0.03
2013-09-16 20:30:00,0.03
2013-09-16 20:45:00,0.03
2013-09-16 21:00:00,0.03
2013-09-16 21:15:00,0.03
2013-09-16 21:30:00,0.03
2013-09-16 21:45:00,0.03
2013-09-16 22:00:00,0.04
2013-09-16 22:15:00,0.03
2013-09-16 22:30:00,0.03
2013-09-16 22:45:00,0.02
2013-09-16 23:00:00,0.03
2013-09-16 23:15:00,0.02
2013-09-16 23:30:00,0.01
2013-09-16 23:45:00,0.02
2013-09-17 00:00:00,0.02
2013-09-17 00:15:00,0.01
2013-09-17 00:30:00,0.02
2013-09-17 00:45:00,0.02
2013-09-17 01:00:00,0.02
2013-09-17 01:15:00,0.02
2013-09-17 01:30:00,0.01
2013-09-17 01:45:00,0.02
2013-09-17 02:00:00,0.02
2013-09-17 02:15:00,0.01
2013-09-17 02:30:00,0.01
2013-09-17 02:45:00,0.02
2013-09-17 03:00:00,0.02
2013-09-17 03:15:00,0.01
2013-09-17 03:30:00,0.02
2013-09-17 03:45:00,0.02
2013-09-17 04:00:00,0.02
2013-09-17 04:15:00,0.02
2013-09-17 04:30:00,0.02
2013-09-17 04:45:00,0.02
2013-09-17 05:00:00,0.02
2013-09-17 05:15:00,0.02
2013-09-17 05:30:00,0.03
2013-09-17 05:45:00,0.02
2013-09-17 06:00:00,0.02
2013-09-17 06:15:00,0.03
2013-09-17 06:30:00,0.03
2013-09-17 06:45:00,0.03
2013-09-17 07:00:00,0.03
2013-09-17 07:15:00,0.04
2013-09-17 07:30:00,0.04
2013-09-17 07:45:00,0.04
2013-09-17 08:00:00,0.04
2013-09-17 08:15:00,0.03
2013-09-17 08:30:00,0.04
2013-09-17 08:45:00,0.04
2013-09-17 09:00:00,0.04
2013-09-17 09:15:00,0.04
2013-09-17 09:30:00,0.04
2013-09-17 09:45:00,0.04
2013-09-17 10:00:00,0.04
2013-09-17 10:15:00,0.04
2013-09-17 10:30:00,0.04
2013-09-17 10:45:00,0.05
2013-09-17 11:00:00,0.04
2013-09-17 11:15:00,0.05
2013-09-17 11:30:00,0.05
2013-09-17 11:45:00,0.05
2013-09-17 12:00:00,0.05
2013-09-17 12:15:00,0.05
2013-09-17 12:30:00,0.05
2013-09-17 12:45:00,0.05
2013-09-17 13:00:00,0.06
2013-09-17 13:15:00,0.05
2013-09-17 13:30:00,0.05
2013-09-17 13:45:00,0.05
2013-09-17 14:00:00,0.05
2013-09-17 14:15:00,0.06
2013-09-17 14:30:00,0.06
2013-09-17 14:45:00,0.06
2013-09-17 15:00:00,0.06
2013-09-17 15:15:00,0.05
2013-09-17 15:30:00,0.04
2013-09-17 15:45:00,0.05
2013-09-17 16:00:00,0.05
2013-09-17 16:15:00,0.05
2013-09-17 16:30:00,0.05
2013-09-17 16:45:00,0.05
2013-09-17 17:00:00,0.05
2013-09-17 17:15:00,0.05
2013-09-17 17:30:00,0.05
2013-09-17 17:45:00,0.04
2013-09-17 18:00:00,0.05
2013-09-17 18:15:00,0.04
2013-09-17 18:30:00,0.04
2013-09-17 18:45:00,0.04
2013-09-17 19:00:00,0.04
2013-09-17 19:15:00,0.04
2013-09-17 19:30:00,0.03
2013-09-17 19:45:00,0.04
2013-09-17 20:00:00,0.03
2013-09-17 20:15:00,0.03
2013-09-17 20:30:00,0.03
2013-09-17 20:45:00,0.03
2013-09-17 21:00:00,0.03
2013-09-17 21:15:00,0.03
2013-09-17 21:30:00,0.02
2013-09-17 21:45:00,0.03
2013-09-17 22:00:00,0.02
2013-09-17 22:15:00,0.02
2013-09-17 22:30:00,0.02
2013-09-17 22:45:00,0.02
2013-09-17 23:00:00,0.02
2013-09-17 23:15:00,0.02
2013-09-17 23:30:00,0.02
2013-09-17 23:45:00,0.01
2013-09-18 00:00:00,0.02
2013-09-18 00:15:00,0.02
2013-09-18 00:30:00,0.01
2013-09-18 00:45:00,0.02
2013-09-18 01:00:00,0.02
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