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Parsing Meraki CMX API data on props.conf

iancorrea
Path Finder

I'm trying to parse data coming from Cisco Meraki CMX using HTTP Event Collector. The raw data was JSON API.
I'm using props.conf

[http_json]
INDEXED_EXTRACTIONS = json
SHOULD_LINEMERGE = false
KV_MODE = json
NO_BINARY_CHECK = 1
TIME_PREFIX = "seenTime": "
TIME_FORMAT = %Y-%m-%d
MAX_DAYS_AGO = 5000

but the event in the Splunk is only parsed to only one event. Do I need to edit transforms.conf for this kind of data or is there any mistake on my props.conf? Thank you.

alt text

This is the sample JSON raw data that I'm trying to parse.

{
"version": "2.0",
"secret": "splunk*****",
"type": "DevicesSeen",
"data": {
"apMac": "00:18:0a:13:dd:b0",
"apFloors": [],
"apTags": [
"dev",
"home",
"test"
],
"observations": [
{
"ipv4": "/192.168.0.56",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.20755340376944298,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:14Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:d7:7c:26",
"seenEpoch": 1474675574,
"rssi": 56,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": null,
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 2.355135751488216,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:28Z",
"ssid": null,
"os": "Android",
"clientMac": "98:f1:70:34:1c:3e",
"seenEpoch": 1474675588,
"rssi": 43,
"ipv6": null,
"manufacturer": "Murata Manufacturing"
},
{ ...

0 Karma

to4kawa
Ultra Champion
| makeresults count=1 
| eval _raw="{
\"version\": \"2.0\",
\"secret\": \"splunk*\",
\"type\": \"DevicesSeen\",
\"data\": {
\"apMac\": \"00:18:0a:13:dd:b0\",
\"apFloors\": [],
\"apTags\": [
\"dev\",
\"home\",
\"test\"
    ],
\"observations\": [
{
\"ipv4\": \"/192.168.0.56\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 0.20755340376944298,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:14Z\",
\"ssid\": \".interwebs\",
\"os\": null,
\"clientMac\": \"18:fe:34:d7:7c:26\",
\"seenEpoch\": 1474675574,
\"rssi\": 56,
\"ipv6\": null,
\"manufacturer\": \"Espressif\"
    },
{
\"ipv4\": null,
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 2.355135751488216,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:28Z\",
\"ssid\": null,
\"os\": \"Android\",
\"clientMac\": \"98:f1:70:34:1c:3e\",
\"seenEpoch\": 1474675588,
\"rssi\": 43,
\"ipv6\": null,
\"manufacturer\": \"Murata Manufacturing\"
    },
{
\"ipv4\": \"/192.168.0.95\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 0.30140056490166983,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:05:46Z\",
\"ssid\": \".interwebs\",
\"os\": \"Generic Linux\",
\"clientMac\": \"74:da:38:88:7c:df\",
\"seenEpoch\": 1474675546,
\"rssi\": 53,
\"ipv6\": null,
\"manufacturer\": \"Edimax Technology\"
    },
{
\"ipv4\": \"/192.168.0.42\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 0.11936056928416994,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:40Z\",
\"ssid\": \"MR34 Bridge\",
\"os\": \"Mac OS X\",
\"clientMac\": \"f4:5c:89:9b:17:67\",
\"seenEpoch\": 1474675600,
\"rssi\": 53,
\"ipv6\": null,
\"manufacturer\": \"Apple\"
    },
{
\"ipv4\": \"/192.168.0.4\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": -0.5,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:19Z\",
\"ssid\": \".interwebs\",
\"os\": \"iOS\",
\"clientMac\": \"c0:f2:fb:0b:05:e7\",
\"seenEpoch\": 1474675579,
\"rssi\": 60,
\"ipv6\": null,
\"manufacturer\": \"Apple\"
    },
{
\"ipv4\": \"/192.168.0.63\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 0.20755340376944298,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:27Z\",
\"ssid\": \".interwebs\",
\"os\": null,
\"clientMac\": \"18:fe:34:e1:b4:7a\",
\"seenEpoch\": 1474675587,
\"rssi\": 56,
\"ipv6\": null,
\"manufacturer\": \"Espressif\"
    },
{
\"ipv4\": \"/192.168.0.92\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 0.22200004405702012,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:39Z\",
\"ssid\": \".interwebs\",
\"os\": null,
\"clientMac\": \"18:fe:34:ce:a1:6d\",
\"seenEpoch\": 1474675599,
\"rssi\": 57,
\"ipv6\": null,
\"manufacturer\": \"Espressif\"
    },
{
\"ipv4\": \"/192.168.0.35\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 1.6658518302986447,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:37Z\",
\"ssid\": \".interwebs\",
\"os\": null,
\"clientMac\": \"18:fe:34:f2:95:26\",
\"seenEpoch\": 1474675597,
\"rssi\": 46,
\"ipv6\": null,
\"manufacturer\": \"Espressif\"
    },
{
\"ipv4\": \"/192.168.0.69\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 0.6019477321869419,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:02Z\",
\"ssid\": \".interwebs\",
\"os\": null,
\"clientMac\": \"18:fe:34:ed:8b:ea\",
\"seenEpoch\": 1474675562,
\"rssi\": 61,
\"ipv6\": null,
\"manufacturer\": \"Espressif\"
    },
{
\"ipv4\": \"/192.168.0.38\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 1.233417960754815,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:23Z\",
\"ssid\": \".interwebs\",
\"os\": null,
\"clientMac\": \"18:fe:34:fc:5a:7f\",
\"seenEpoch\": 1474675583,
\"rssi\": 47,
\"ipv6\": null,
\"manufacturer\": \"Espressif\"
    },
{
\"ipv4\": \"/192.168.0.15\",
\"location\": {
\"lat\": 51.5355157,
\"lng\": -0.06990350000000944,
\"unc\": 1.5497743004111961,
\"x\": [],
\"y\": []
},
\"seenTime\": \"2016-09-24T00:06:40Z\",
\"ssid\": \".interwebs\",
\"os\": \"Generic Linux\",
\"clientMac\": \"74:da:38:56:0a:80\",
\"seenEpoch\": 1474675600,
\"rssi\": 47,
\"ipv6\": null,
\"manufacturer\": \"Edimax Technology\"
    }
]
}
}" 
| spath 
| rename COMMENT as "your log is this state. From here the logic"
| table secret type version data.* 
| rename data.* as * 
| eval counter=mvrange(0,mvcount('observations{}.clientMac')) 
| stats list(*) as * by counter 
| rename observations{}.* as o_* 
| rename o_location.* as o_location_* 
| foreach o_* 
    [| eval <<FIELD>> = mvindex(<<FIELD>>,counter) 
    | rename <<FIELD>> as <<MATCHSTR>>] 
| fields - counter

Apparently the fields are extracted, and this query can be used for expansion. I think there is no problem.

0 Karma

kamlesh_vaghela
SplunkTrust
SplunkTrust

@iancorrea

Can you please share clear sample event? Make sure it should from _raw .

0 Karma

iancorrea
Path Finder

Hi @kamlesh_vaghela , I'm just trying to simulate the Meraki CMX API process using Postman and the sample events I gathered was from this site https://documenter.getpostman.com/view/897512/71FUpux?version=latest#7f7ed3e0-0ed4-8d55-c39d-b802dad....

Here is the whole event from this site,

{
"version": "2.0",
"secret": "splunk*****",
"type": "DevicesSeen",
"data": {
"apMac": "00:18:0a:13:dd:b0",
"apFloors": [],
"apTags": [
"dev",
"home",
"test"
],
"observations": [
{
"ipv4": "/192.168.0.56",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.20755340376944298,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:14Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:d7:7c:26",
"seenEpoch": 1474675574,
"rssi": 56,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": null,
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 2.355135751488216,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:28Z",
"ssid": null,
"os": "Android",
"clientMac": "98:f1:70:34:1c:3e",
"seenEpoch": 1474675588,
"rssi": 43,
"ipv6": null,
"manufacturer": "Murata Manufacturing"
},
{
"ipv4": "/192.168.0.95",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.30140056490166983,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:05:46Z",
"ssid": ".interwebs",
"os": "Generic Linux",
"clientMac": "74:da:38:88:7c:df",
"seenEpoch": 1474675546,
"rssi": 53,
"ipv6": null,
"manufacturer": "Edimax Technology"
},
{
"ipv4": "/192.168.0.42",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.11936056928416994,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:40Z",
"ssid": "MR34 Bridge",
"os": "Mac OS X",
"clientMac": "f4:5c:89:9b:17:67",
"seenEpoch": 1474675600,
"rssi": 53,
"ipv6": null,
"manufacturer": "Apple"
},
{
"ipv4": "/192.168.0.4",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": -0.5,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:19Z",
"ssid": ".interwebs",
"os": "iOS",
"clientMac": "c0:f2:fb:0b:05:e7",
"seenEpoch": 1474675579,
"rssi": 60,
"ipv6": null,
"manufacturer": "Apple"
},
{
"ipv4": "/192.168.0.63",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.20755340376944298,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:27Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:e1:b4:7a",
"seenEpoch": 1474675587,
"rssi": 56,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": "/192.168.0.92",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.22200004405702012,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:39Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:ce:a1:6d",
"seenEpoch": 1474675599,
"rssi": 57,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": "/192.168.0.35",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 1.6658518302986447,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:37Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:f2:95:26",
"seenEpoch": 1474675597,
"rssi": 46,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": "/192.168.0.69",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 0.6019477321869419,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:02Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:ed:8b:ea",
"seenEpoch": 1474675562,
"rssi": 61,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": "/192.168.0.38",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 1.233417960754815,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:23Z",
"ssid": ".interwebs",
"os": null,
"clientMac": "18:fe:34:fc:5a:7f",
"seenEpoch": 1474675583,
"rssi": 47,
"ipv6": null,
"manufacturer": "Espressif"
},
{
"ipv4": "/192.168.0.15",
"location": {
"lat": 51.5355157,
"lng": -0.06990350000000944,
"unc": 1.5497743004111961,
"x": [],
"y": []
},
"seenTime": "2016-09-24T00:06:40Z",
"ssid": ".interwebs",
"os": "Generic Linux",
"clientMac": "74:da:38:56:0a:80",
"seenEpoch": 1474675600,
"rssi": 47,
"ipv6": null,
"manufacturer": "Edimax Technology"
}
]
}
}

0 Karma
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