Greetings experts Big picture: using Bash script and curl to download Rest API/JSON from an AWS instance. The beginning of each download is unstructured followed by the structured JSON. Four different "logType", two logTypes (deviceConnectivityUpdate and deviceStateEvent) shown in a five event example below _raw example {"total":{"value":5,"relation":"eq"},"max_score":1,"hits":[{"_index":"index_44444444-4444-4444-4444-444444444444","_id":"zbIdu4gBwP_vIV4KexH0","_score":1,"_source":{"version":1,"logType":"deviceConnectivityUpdate","deviceSerialNumber":"4931390007","userName":"gary.whitlocks22","cloudTimestampUTC":"2023-06-14T18:14:11Z","isDeviceOffline":false}},{"_index":"index_44444444-4444-4444-4444-444444444444","_id":"z7Ieu4gBwP_vIV4KARGG","_score":1,"_source":{"version":1,"logType":"deviceConnectivityUpdate","deviceSerialNumber":"4931390007","userName":"gary.whitlocks22","cloudTimestampUTC":"2023-06-14T18:14:45Z","isDeviceOffline":true}},{"_index":"index_44444444-4444-4444-4444-444444444444","_id":"0LIeu4gBwP_vIV4KHxHn","_score":1,"_source":{"version":1,"logType":"deviceStateEvent","deviceSerialNumber":"4931490086","userName":"NSSS","cloudTimestampUTC":"2023-06-14T18:14:53Z","deviceTimestampUTC":"2023-06-14T18:14:55Z","batteryPercent":49,"isCheckIn":false,"isAntiSurveillanceViolation":false,"isLowBatteryViolation":false,"isCellularViolation":false,"isDseDelayed":false,"bleMacAddress":"7d:8e:1a:be:92:5a","cellIpv4Address":"0.0.0.0","cellIpv6Address":"::"}},{"_index":"index_44444444-4444-4444-4444-444444444444","_id":"zrIdu4gBwP_vIV4KsxFQ","_score":1,"_source":{"version":1,"logType":"deviceConnectivityUpdate","deviceSerialNumber":"4931390006","userName":"PennyAndroid","cloudTimestampUTC":"2023-06-14T18:14:25Z","isDeviceOffline":true}},{"_index":"index_44444444-4444-4444-4444-444444444444","_id":"0bIeu4gBwP_vIV4KhBGr","_score":1,"_source":{"version":1,"logType":"deviceConnectivityUpdate","deviceSerialNumber":"4931390006","userName":"PennyAndroid","cloudTimestampUTC":"2023-06-14T18:15:19Z","isDeviceOffline":false}}]} JSON { "total": { "value": 5, "relation": "eq" }, "max_score": 1, "hits": [ { "_index": "index_44444444-4444-4444-4444-444444444444", "_id": "zbIdu4gBwP_vIV4KexH0", "_score": 1, "_source": { "version": 1, "logType": "deviceConnectivityUpdate", "deviceSerialNumber": "4931390007", "userName": "gary.whitlocks22", "cloudTimestampUTC": "2023-06-14T18:14:11Z", "isDeviceOffline": false } }, { "_index": "index_44444444-4444-4444-4444-444444444444", "_id": "z7Ieu4gBwP_vIV4KARGG", "_score": 1, "_source": { "version": 1, "logType": "deviceConnectivityUpdate", "deviceSerialNumber": "4931390007", "userName": "gary.whitlocks22", "cloudTimestampUTC": "2023-06-14T18:14:45Z", "isDeviceOffline": true } }, { "_index": "index_44444444-4444-4444-4444-444444444444", "_id": "0LIeu4gBwP_vIV4KHxHn", "_score": 1, "_source": { "version": 1, "logType": "deviceStateEvent", "deviceSerialNumber": "4931490086", "userName": "NSSS", "cloudTimestampUTC": "2023-06-14T18:14:53Z", "deviceTimestampUTC": "2023-06-14T18:14:55Z", "batteryPercent": 49, "isCheckIn": false, "isAntiSurveillanceViolation": false, "isLowBatteryViolation": false, "isCellularViolation": false, "isDseDelayed": false, "bleMacAddress": "7d:8e:1a:be:92:5a", "cellIpv4Address": "0.0.0.0", "cellIpv6Address": "::" } }, { "_index": "index_44444444-4444-4444-4444-444444444444", "_id": "zrIdu4gBwP_vIV4KsxFQ", "_score": 1, "_source": { "version": 1, "logType": "deviceConnectivityUpdate", "deviceSerialNumber": "4931390006", "userName": "PennyAndroid", "cloudTimestampUTC": "2023-06-14T18:14:25Z", "isDeviceOffline": true } }, { "_index": "index_44444444-4444-4444-4444-444444444444", "_id": "0bIeu4gBwP_vIV4KhBGr", "_score": 1, "_source": { "version": 1, "logType": "deviceConnectivityUpdate", "deviceSerialNumber": "4931390006", "userName": "PennyAndroid", "cloudTimestampUTC": "2023-06-14T18:15:19Z", "isDeviceOffline": false } } ] } CSV version logType deviceSerialNumber userName cloudTimestampUTC isDeviceOffline deviceTimestampUTC batteryPercent isCheckIn isAntiSurveillanceViolation isLowBatteryViolation isCellularViolation isDseDelayed bleMacAddress cellIpv4Address cellIpv6Address 1 deviceConnectivityUpdate 4931390007 gary.whitlocks22 6/14/2023 18:14 FALSE 1 deviceConnectivityUpdate 4931390007 gary.whitlocks22 6/14/2023 18:14 TRUE 1 deviceStateEvent 4931490086 NSSS 6/14/2023 18:14 6/14/2023 18:14 49 FALSE FALSE FALSE FALSE FALSE 7d:8e:1a:be:92:5a 0.0.0.0 :: 1 deviceConnectivityUpdate 4931390006 PennyAndroid 6/14/2023 18:14 TRUE 1 deviceConnectivityUpdate 4931390006 PennyAndroid 6/14/2023 18:15 FALSE Indexed using sourcetype _JSON Looking at hits{}._source.logType Splunk reports 4 deviceConnectivityUpdate events and 1 deviceStateEvent which agrees with the data. However when I run stats count by("hits{}._source.logType") by "hits{}._source.userName I get 5x count of events (see attachment) Help please, what am I missing or doing wrong?
... View more