﻿{"paragraphs":[{"text":"%spark.sql\n\n#\n# load the flow telemetry that has been archived by Metron\n#\ncreate temporary table yaf\n  using org.apache.spark.sql.json\n  options (path \"hdfs:///apps/metron/indexing/indexed/yaf\")","dateUpdated":"2017-01-24T21:55:59+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"tableHide":false,"editorHide":false,"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485189410459_-412168737","id":"20170123-163650_844861236","result":{"code":"SUCCESS","type":"TEXT","msg":""},"dateCreated":"2017-01-23T04:36:50+0000","dateStarted":"2017-01-24T21:55:59+0000","dateFinished":"2017-01-24T21:56:18+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5233","focus":true},{"text":"%pyspark\n\nfrom pyspark.sql.types import BooleanType\nfrom pyspark.sql.functions import udf\nimport re\n\n#\n# define which networks are internal versus external.  for simplicity, we simply \n# call anything that is a private network as internal and everything else external.\n#\n# in a production environment distinguishing internal from external is likely to be\n# more complex and should be handled by a message enrichment. in that case each \n# message would contain a field indicating if it is internal or external.\n#\nregexes = [\n    \"192\\.168\\.[0-9]+\\.[0-9]+\",     # 192.168.0.0/16\n    \"10\\.[0-9]+\\.[0-9]+\\.[0-9]+\"    # 10.0.0.0/8\n]\n\n#\n# define a UDF that can distinguish between internal and external networks\n#\ndef is_internal(ip): \n    matches = [re.match(r, ip) is not None for r in regexes]\n    return any(matches)\n\nsqlContext.udf.register(\"is_internal\", is_internal, BooleanType())","dateUpdated":"2017-01-24T21:55:59+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/python","editorHide":false},"settings":{"params":{"Internal":"192\\.168\\.[0-9]+\\.[0-9]+","fruit":["apple"],"Internal Network":["192\\.168\\.[0-9]+\\.[0-9]+","10\\.[0-9]+\\.[0-9]+\\.[0-9]+"],"Internal Networks":["192\\.168\\.[0-9]+\\.[0-9]+","10\\.[0-9]+\\.[0-9]+\\.[0-9]+"]},"forms":{}},"jobName":"paragraph_1485273973163_1353447337","id":"20170124-160613_699672885","result":{"code":"SUCCESS","type":"TEXT","msg":""},"dateCreated":"2017-01-24T04:06:13+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5234","focus":true},{"text":"","dateUpdated":"2017-01-24T21:55:59+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[{"name":"ip_src_addr","index":0,"aggr":"sum"}],"values":[{"name":"_c1","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"ip_src_addr","index":0,"aggr":"sum"},"yAxis":{"name":"_c1","index":1,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/scala","editorHide":true,"tableHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485276598605_-131372598","id":"20170124-164958_1912250786","dateCreated":"2017-01-24T04:49:58+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:18+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5235","result":{"code":"SUCCESS","type":"TEXT","msg":""},"focus":true},{"text":"%md\n\n### Top Talkers - Internal\n\nThe most active talkers on the internal network.  Includes the total number of packets and the total duration of all flows in seconds.\n","dateUpdated":"2017-01-24T21:55:59+0000","config":{"colWidth":3,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485277162415_510785352","id":"20170124-165922_1008107661","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Top Talkers - Internal</h3>\n<p>The most active talkers on the internal network.  Includes the total number of packets and the total duration of all flows in seconds.</p>\n"},"dateCreated":"2017-01-24T04:59:22+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5236","focus":true},{"text":"%spark.sql\n\nselect ip, \n    sum(pkts) as pkts, \n    sum(duration) as duration\nfrom (\n    select ip_dst_addr as ip,\n        pkt + rpkt as pkts,\n        duration\n    from yaf\n    where datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\n    union all\n    select ip_src_addr as ip,\n        pkt + rpkt as pkts,\n        duration\n    from yaf\n    where datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\n) ips\nwhere is_internal(ip) = true\ngroup by ip\norder by pkts desc\nlimit 10","dateUpdated":"2017-01-24T22:01:05+0000","config":{"colWidth":7,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[{"name":"ip","index":0,"aggr":"sum"}],"values":[{"name":"pkts","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"ip","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/scala","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485279772944_-1105609363","id":"20170124-174252_731586468","result":{"code":"SUCCESS","type":"TABLE","msg":"ip\tpkts\tduration\n192.168.138.158\t366649\t58558.270999999986\n192.168.66.1\t249636\t14023.284999999989\n192.168.66.121\t247281\t14023.284999999989\n192.168.138.2\t8910\t39098.352\n","comment":"","msgTable":[[{"key":"pkts","value":"192.168.138.158"},{"key":"pkts","value":"366649"},{"key":"pkts","value":"58558.270999999986"}],[{"key":"duration","value":"192.168.66.1"},{"key":"duration","value":"249636"},{"key":"duration","value":"14023.284999999989"}],[{"value":"192.168.66.121"},{"value":"247281"},{"value":"14023.284999999989"}],[{"value":"192.168.138.2"},{"value":"8910"},{"value":"39098.352"}]],"columnNames":[{"name":"ip","index":0,"aggr":"sum"},{"name":"pkts","index":1,"aggr":"sum"},{"name":"duration","index":2,"aggr":"sum"}],"rows":[["192.168.138.158","366649","58558.270999999986"],["192.168.66.1","249636","14023.284999999989"],["192.168.66.121","247281","14023.284999999989"],["192.168.138.2","8910","39098.352"]]},"dateCreated":"2017-01-24T17:42:52+0000","dateStarted":"2017-01-24T21:56:18+0000","dateFinished":"2017-01-24T21:56:57+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5237","focus":true},{"text":"%md\n\n### Top Talkers - External\n\nThe most active external talkers.  Includes the total number of packets, total duration of all flows in seconds, and the location of the talker, if one is known.","dateUpdated":"2017-01-24T21:56:00+0000","config":{"colWidth":3,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485277133105_1967013966","id":"20170124-165853_1925159527","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Top Talkers - External</h3>\n<p>The most active external talkers.  Includes the total number of packets, total duration of all flows in seconds, and the location of the talker, if one is known.</p>\n"},"dateCreated":"2017-01-24T04:58:53+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5238","focus":true},{"text":"%spark.sql\n\nselect ip, \n    sum(pkts) as pkts,\n    sum(duration) as duration,\n    country, \n    city\nfrom (\n    select ip_dst_addr as ip,\n        `enrichments.geo.ip_dst_addr.country` as country,\n        `enrichments.geo.ip_dst_addr.city` as city,\n        pkt + rpkt as pkts,\n        duration\n    from yaf\n    where datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\n    union all\n    select ip_src_addr as ip,\n        `enrichments.geo.ip_src_addr.country` as country,\n        `enrichments.geo.ip_src_addr.city` as city,\n        pkt + rpkt as pkts,\n        duration\n    from yaf\n    where datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\n) ips\nwhere is_internal(ip) = false\ngroup by ip, country, city\norder by pkts desc\nlimit 10","dateUpdated":"2017-01-24T22:01:10+0000","config":{"colWidth":7,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[{"name":"ip","index":0,"aggr":"sum"}],"values":[{"name":"pkts","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"ip","index":0,"aggr":"sum"},"yAxis":{"name":"pkts","index":1,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/sql","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485208156114_1819414426","id":"20170123-214916_1678988","result":{"code":"SUCCESS","type":"TABLE","msg":"ip\tpkts\tduration\tcountry\tcity\n62.75.195.236\t241668\t3742.253999999998\tFR\tStrassbourg\n95.163.121.204\t48039\t14688.73099999999\tRU\tnull\n72.34.49.86\t42570\t354.7450000000003\tUS\tLos Angeles\n204.152.254.221\t21588\t54.17200000000001\tUS\tPhoenix\n188.165.164.184\t3874\t620.0169999999997\tFR\tnull\n224.0.0.251\t2355\t0.0\tnull\tnull\n","comment":"","msgTable":[[{"key":"pkts","value":"62.75.195.236"},{"key":"pkts","value":"241668"},{"key":"pkts","value":"3742.253999999998"},{"key":"pkts","value":"FR"},{"key":"pkts","value":"Strassbourg"}],[{"key":"duration","value":"95.163.121.204"},{"key":"duration","value":"48039"},{"key":"duration","value":"14688.73099999999"},{"key":"duration","value":"RU"},{"key":"duration","value":"null"}],[{"key":"country","value":"72.34.49.86"},{"key":"country","value":"42570"},{"key":"country","value":"354.7450000000003"},{"key":"country","value":"US"},{"key":"country","value":"Los Angeles"}],[{"key":"city","value":"204.152.254.221"},{"key":"city","value":"21588"},{"key":"city","value":"54.17200000000001"},{"key":"city","value":"US"},{"key":"city","value":"Phoenix"}],[{"value":"188.165.164.184"},{"value":"3874"},{"value":"620.0169999999997"},{"value":"FR"},{"value":"null"}],[{"value":"224.0.0.251"},{"value":"2355"},{"value":"0.0"},{"value":"null"},{"value":"null"}]],"columnNames":[{"name":"ip","index":0,"aggr":"sum"},{"name":"pkts","index":1,"aggr":"sum"},{"name":"duration","index":2,"aggr":"sum"},{"name":"country","index":3,"aggr":"sum"},{"name":"city","index":4,"aggr":"sum"}],"rows":[["62.75.195.236","241668","3742.253999999998","FR","Strassbourg"],["95.163.121.204","48039","14688.73099999999","RU","null"],["72.34.49.86","42570","354.7450000000003","US","Los Angeles"],["204.152.254.221","21588","54.17200000000001","US","Phoenix"],["188.165.164.184","3874","620.0169999999997","FR","null"],["224.0.0.251","2355","0.0","null","null"]]},"dateCreated":"2017-01-23T09:49:16+0000","dateStarted":"2017-01-24T21:56:19+0000","dateFinished":"2017-01-24T21:57:26+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5239","focus":true},{"text":"%md\n\n### Flows by Hour\n\nThe total number of flows by hour over the past 7 days.","dateUpdated":"2017-01-24T21:56:00+0000","config":{"colWidth":3,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485280832044_1372278057","id":"20170124-180032_562068398","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Flows by Hour</h3>\n<p>The total number of flows by hour over the past 7 days.</p>\n"},"dateCreated":"2017-01-24T18:00:32+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5240","focus":true},{"text":"%spark.sql\n\nselect\n    from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') as time,\n    count(*) as Flows\nfrom yaf\nwhere datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\ngroup by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00')\norder by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') asc\n\n","dateUpdated":"2017-01-24T22:01:22+0000","config":{"colWidth":7,"graph":{"mode":"multiBarChart","height":354,"optionOpen":false,"keys":[{"name":"time","index":0,"aggr":"sum"}],"values":[{"name":"Flows","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"time","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/sql","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485268882405_-490297046","id":"20170124-144122_1753419602","result":{"code":"SUCCESS","type":"TABLE","msg":"time\tFlows\n2017-01-18 15:00\t9047\n2017-01-18 16:00\t7810\n2017-01-18 17:00\t2186\n2017-01-18 18:00\t2296\n2017-01-18 19:00\t2858\n2017-01-18 20:00\t3330\n2017-01-18 21:00\t2645\n2017-01-18 22:00\t3789\n2017-01-18 23:00\t8946\n2017-01-19 00:00\t10171\n2017-01-19 01:00\t4517\n2017-01-19 02:00\t1226\n2017-01-19 03:00\t1965\n2017-01-19 04:00\t2204\n2017-01-19 05:00\t1512\n2017-01-19 06:00\t2339\n2017-01-19 07:00\t2616\n2017-01-19 08:00\t2262\n2017-01-19 09:00\t5522\n2017-01-19 10:00\t10184\n2017-01-19 11:00\t6177\n2017-01-19 12:00\t3681\n2017-01-19 13:00\t3474\n2017-01-19 14:00\t3030\n2017-01-19 15:00\t3473\n2017-01-19 16:00\t2464\n2017-01-19 17:00\t2346\n2017-01-19 18:00\t2210\n2017-01-19 19:00\t2915\n2017-01-19 20:00\t2118\n2017-01-19 21:00\t2339\n2017-01-19 22:00\t2552\n2017-01-19 23:00\t3066\n2017-01-20 00:00\t3701\n2017-01-20 01:00\t7096\n2017-01-20 02:00\t9895\n2017-01-20 03:00\t6328\n2017-01-20 04:00\t3046\n2017-01-20 05:00\t2313\n2017-01-20 06:00\t1840\n2017-01-20 07:00\t4521\n2017-01-20 08:00\t4902\n2017-01-20 09:00\t2420\n2017-01-20 10:00\t2263\n2017-01-20 11:00\t3382\n2017-01-20 12:00\t2578\n2017-01-20 13:00\t4877\n2017-01-20 14:00\t4156\n2017-01-20 15:00\t1801\n2017-01-20 16:00\t1527\n2017-01-20 17:00\t2794\n2017-01-20 18:00\t3250\n2017-01-20 19:00\t2260\n2017-01-20 20:00\t5759\n2017-01-20 21:00\t5484\n2017-01-20 22:00\t2311\n2017-01-20 23:00\t2054\n2017-01-21 00:00\t6476\n2017-01-21 01:00\t5626\n2017-01-21 02:00\t3072\n2017-01-21 03:00\t4916\n2017-01-21 04:00\t4792\n2017-01-21 05:00\t2332\n2017-01-21 06:00\t1929\n2017-01-21 07:00\t6699\n2017-01-21 08:00\t4796\n2017-01-21 09:00\t3711\n2017-01-21 10:00\t3613\n2017-01-21 11:00\t2192\n2017-01-21 12:00\t1750\n2017-01-21 13:00\t1527\n2017-01-21 14:00\t1895\n2017-01-21 15:00\t3016\n2017-01-21 16:00\t2907\n2017-01-21 17:00\t3346\n2017-01-21 18:00\t3203\n2017-01-21 19:00\t7215\n2017-01-21 20:00\t6487\n2017-01-21 21:00\t3242\n2017-01-21 22:00\t3505\n2017-01-21 23:00\t6100\n2017-01-22 00:00\t3771\n2017-01-22 01:00\t6288\n2017-01-22 02:00\t7762\n2017-01-22 03:00\t8890\n2017-01-22 04:00\t5806\n2017-01-22 05:00\t3207\n2017-01-22 06:00\t3402\n2017-01-22 07:00\t3750\n2017-01-22 08:00\t6234\n2017-01-22 09:00\t7227\n2017-01-22 10:00\t4109\n2017-01-22 11:00\t3072\n2017-01-22 12:00\t2491\n2017-01-22 13:00\t2777\n2017-01-22 14:00\t6014\n2017-01-22 15:00\t4681\n2017-01-22 16:00\t2839\n2017-01-22 17:00\t3069\n2017-01-22 18:00\t7324\n2017-01-22 19:00\t5977\n2017-01-22 20:00\t2197\n2017-01-22 21:00\t2257\n2017-01-22 22:00\t2063\n2017-01-22 23:00\t1464\n2017-01-23 00:00\t2735\n2017-01-23 01:00\t2772\n2017-01-23 02:00\t2537\n2017-01-23 03:00\t2445\n2017-01-23 04:00\t3639\n2017-01-23 05:00\t2898\n2017-01-23 06:00\t1944\n2017-01-23 07:00\t6869\n2017-01-23 08:00\t4857\n2017-01-23 09:00\t2034\n2017-01-23 10:00\t2571\n2017-01-23 11:00\t2042\n2017-01-23 12:00\t2212\n2017-01-23 13:00\t3304\n2017-01-23 14:00\t8219\n2017-01-23 15:00\t10895\n2017-01-23 16:00\t5050\n2017-01-23 17:00\t2381\n2017-01-23 18:00\t2326\n2017-01-23 19:00\t7140\n2017-01-23 20:00\t6214\n2017-01-23 21:00\t5771\n2017-01-23 22:00\t4548\n2017-01-23 23:00\t2728\n2017-01-24 00:00\t3039\n2017-01-24 01:00\t3468\n2017-01-24 02:00\t2907\n2017-01-24 03:00\t2053\n2017-01-24 04:00\t1985\n2017-01-24 05:00\t2384\n2017-01-24 06:00\t2881\n2017-01-24 07:00\t6602\n2017-01-24 08:00\t4426\n2017-01-24 09:00\t2412\n2017-01-24 10:00\t2031\n2017-01-24 11:00\t2588\n2017-01-24 12:00\t3578\n2017-01-24 13:00\t7608\n2017-01-24 14:00\t5635\n2017-01-24 15:00\t3117\n2017-01-24 16:00\t1413\n","comment":"","msgTable":[[{"key":"Flows","value":"2017-01-18 15:00"},{"key":"Flows","value":"9047"}],[{"value":"2017-01-18 16:00"},{"value":"7810"}],[{"value":"2017-01-18 17:00"},{"value":"2186"}],[{"value":"2017-01-18 18:00"},{"value":"2296"}],[{"value":"2017-01-18 19:00"},{"value":"2858"}],[{"value":"2017-01-18 20:00"},{"value":"3330"}],[{"value":"2017-01-18 21:00"},{"value":"2645"}],[{"value":"2017-01-18 22:00"},{"value":"3789"}],[{"value":"2017-01-18 23:00"},{"value":"8946"}],[{"value":"2017-01-19 00:00"},{"value":"10171"}],[{"value":"2017-01-19 01:00"},{"value":"4517"}],[{"value":"2017-01-19 02:00"},{"value":"1226"}],[{"value":"2017-01-19 03:00"},{"value":"1965"}],[{"value":"2017-01-19 04:00"},{"value":"2204"}],[{"value":"2017-01-19 05:00"},{"value":"1512"}],[{"value":"2017-01-19 06:00"},{"value":"2339"}],[{"value":"2017-01-19 07:00"},{"value":"2616"}],[{"value":"2017-01-19 08:00"},{"value":"2262"}],[{"value":"2017-01-19 09:00"},{"value":"5522"}],[{"value":"2017-01-19 10:00"},{"value":"10184"}],[{"value":"2017-01-19 11:00"},{"value":"6177"}],[{"value":"2017-01-19 12:00"},{"value":"3681"}],[{"value":"2017-01-19 13:00"},{"value":"3474"}],[{"value":"2017-01-19 14:00"},{"value":"3030"}],[{"value":"2017-01-19 15:00"},{"value":"3473"}],[{"value":"2017-01-19 16:00"},{"value":"2464"}],[{"value":"2017-01-19 17:00"},{"value":"2346"}],[{"value":"2017-01-19 18:00"},{"value":"2210"}],[{"value":"2017-01-19 19:00"},{"value":"2915"}],[{"value":"2017-01-19 20:00"},{"value":"2118"}],[{"value":"2017-01-19 21:00"},{"value":"2339"}],[{"value":"2017-01-19 22:00"},{"value":"2552"}],[{"value":"2017-01-19 23:00"},{"value":"3066"}],[{"value":"2017-01-20 00:00"},{"value":"3701"}],[{"value":"2017-01-20 01:00"},{"value":"7096"}],[{"value":"2017-01-20 02:00"},{"value":"9895"}],[{"value":"2017-01-20 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internal flows by hour over the past 7 days.","dateUpdated":"2017-01-24T21:56:00+0000","config":{"colWidth":3,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485281472501_-1997281123","id":"20170124-181112_314130540","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Flows by Hour - Internal</h3>\n<p>The total number of internal flows by hour over the past 7 days.</p>\n"},"dateCreated":"2017-01-24T18:11:12+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5242","focus":true},{"text":"%spark.sql\n\nselect\n    from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') as time,\n    count(*) as Flows\nfrom yaf\nwhere \n    is_internal(ip_src_addr) == is_internal(ip_dst_addr) and\n    datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\ngroup by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00')\norder by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') asc   \n","dateUpdated":"2017-01-24T22:01:34+0000","config":{"colWidth":7,"graph":{"mode":"multiBarChart","height":300,"optionOpen":false,"keys":[{"name":"time","index":0,"aggr":"sum"}],"values":[{"name":"Flows","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"time","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/sql","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485281457089_1201121160","id":"20170124-181057_1268682896","result":{"code":"SUCCESS","type":"TABLE","msg":"time\tFlows\n2017-01-18 15:00\t3979\n2017-01-18 16:00\t3291\n2017-01-18 17:00\t927\n2017-01-18 18:00\t978\n2017-01-18 19:00\t1253\n2017-01-18 20:00\t1414\n2017-01-18 21:00\t1119\n2017-01-18 22:00\t1686\n2017-01-18 23:00\t3888\n2017-01-19 00:00\t4392\n2017-01-19 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past 7 days.","dateUpdated":"2017-01-24T21:56:00+0000","config":{"colWidth":3,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485281706633_47808711","id":"20170124-181506_209801818","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Flows by Hour - External</h3>\n<p>The total number of external flows by hour over the past 7 days.</p>\n"},"dateCreated":"2017-01-24T18:15:06+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5244","focus":true},{"text":"%spark.sql\n\nselect\n    from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') as time,\n    count(*) as Flows\nfrom yaf\nwhere \n    is_internal(ip_src_addr) <> is_internal(ip_dst_addr) and\n    datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\ngroup by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00')\norder by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') asc","dateUpdated":"2017-01-24T22:03:59+0000","config":{"colWidth":7,"graph":{"mode":"multiBarChart","height":300,"optionOpen":false,"keys":[{"name":"time","index":0,"aggr":"sum"}],"values":[{"name":"Flows","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"time","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/sql","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485281704427_1527922405","id":"20170124-181504_2082808725","result":{"code":"SUCCESS","type":"TABLE","msg":"time\tFlows\n2017-01-18 15:00\t5068\n2017-01-18 16:00\t4519\n2017-01-18 17:00\t1259\n2017-01-18 18:00\t1318\n2017-01-18 19:00\t1605\n2017-01-18 20:00\t1916\n2017-01-18 21:00\t1526\n2017-01-18 22:00\t2103\n2017-01-18 23:00\t5058\n2017-01-19 00:00\t5779\n2017-01-19 01:00\t2609\n2017-01-19 02:00\t691\n2017-01-19 03:00\t1071\n2017-01-19 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21:00\t3151\n2017-01-20 22:00\t1333\n2017-01-20 23:00\t1139\n2017-01-21 00:00\t3661\n2017-01-21 01:00\t3255\n2017-01-21 02:00\t1763\n2017-01-21 03:00\t2793\n2017-01-21 04:00\t2727\n2017-01-21 05:00\t1350\n2017-01-21 06:00\t1090\n2017-01-21 07:00\t3762\n2017-01-21 08:00\t2781\n2017-01-21 09:00\t2075\n2017-01-21 10:00\t2049\n2017-01-21 11:00\t1228\n2017-01-21 12:00\t988\n2017-01-21 13:00\t870\n2017-01-21 14:00\t1047\n2017-01-21 15:00\t1714\n2017-01-21 16:00\t1682\n2017-01-21 17:00\t1863\n2017-01-21 18:00\t1841\n2017-01-21 19:00\t4075\n2017-01-21 20:00\t3708\n2017-01-21 21:00\t1834\n2017-01-21 22:00\t1962\n2017-01-21 23:00\t3431\n2017-01-22 00:00\t2167\n2017-01-22 01:00\t3550\n2017-01-22 02:00\t4450\n2017-01-22 03:00\t5017\n2017-01-22 04:00\t3329\n2017-01-22 05:00\t1802\n2017-01-22 06:00\t1910\n2017-01-22 07:00\t2135\n2017-01-22 08:00\t3527\n2017-01-22 09:00\t4131\n2017-01-22 10:00\t2387\n2017-01-22 11:00\t1755\n2017-01-22 12:00\t1393\n2017-01-22 13:00\t1614\n2017-01-22 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packets.</p>\n"},"dateCreated":"2017-01-23T07:19:30+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5246","focus":true},{"text":"%spark.sql\n\nselect country, city, sum(pkts) as pkts\nfrom (\n    select \n        `enrichments.geo.ip_dst_addr.country` as country,\n        `enrichments.geo.ip_dst_addr.city` as city,\n        pkt + rpkt as pkts\n    from yaf\n    where is_internal(ip_src_addr) <> is_internal(ip_dst_addr) and\n        datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\n    union all\n    select \n        `enrichments.geo.ip_src_addr.country` as country,\n        `enrichments.geo.ip_src_addr.city` as city,\n        pkt + rpkt as pkts\n    from yaf\n    where is_internal(ip_src_addr) <> is_internal(ip_dst_addr) and\n        datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\n) ips\nwhere country is not null or city is not null\ngroup 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seconds.</p>\n"},"text":"%md\n\n### Flow Duration\n\nThe average duration of each flow by hour in fractional seconds."},{"config":{"colWidth":7,"graph":{"mode":"lineChart","height":300,"optionOpen":false,"keys":[{"name":"time","index":0,"aggr":"sum"}],"values":[{"name":"Duration","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"time","index":0,"aggr":"sum"},"yAxis":{"name":"Duration","index":1,"aggr":"sum"}}},"enabled":true,"editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485286005230_-748692153","id":"20170124-192645_1541199231","dateCreated":"2017-01-24T19:26:45+0000","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:7900","dateUpdated":"2017-01-24T22:03:47+0000","dateFinished":"2017-01-24T22:02:23+0000","dateStarted":"2017-01-24T22:02:00+0000","result":{"code":"SUCCESS","type":"TABLE","msg":"time\tDuration\n2017-01-18 15:00\t0.19031612689289265\n2017-01-18 16:00\t0.09600653008962867\n2017-01-18 17:00\t0.11555946935041171\n2017-01-18 18:00\t0.12217770034843205\n2017-01-18 19:00\t0.1669958012596221\n2017-01-18 20:00\t0.12340630630630631\n2017-01-18 21:00\t0.10697542533081285\n2017-01-18 22:00\t0.14323700184745317\n2017-01-18 23:00\t0.1631703554661301\n2017-01-19 00:00\t0.13247930390325435\n2017-01-19 01:00\t0.04939716626079257\n2017-01-19 02:00\t0.10303833605220229\n2017-01-19 03:00\t0.10067531806615776\n2017-01-19 04:00\t0.03247731397459165\n2017-01-19 05:00\t0.22729497354497355\n2017-01-19 06:00\t0.21010773834972213\n2017-01-19 07:00\t0.08055848623853211\n2017-01-19 08:00\t3.9832007073386383E-4\n2017-01-19 09:00\t0.19030351321984787\n2017-01-19 10:00\t0.1452054202670856\n2017-01-19 11:00\t0.1482769953051643\n2017-01-19 12:00\t0.07671529475685955\n2017-01-19 13:00\t0.042551237766263676\n2017-01-19 14:00\t0.029415181518151815\n2017-01-19 15:00\t0.20017679239850272\n2017-01-19 16:00\t0.08409375\n2017-01-19 17:00\t0.2308393009377664\n2017-01-19 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22:00","0.0951803138373752"],["2017-01-21 23:00","0.06805885245901637"],["2017-01-22 00:00","0.10884062582869265"],["2017-01-22 01:00","0.14689821882951648"],["2017-01-22 02:00","0.18955771708322594"],["2017-01-22 03:00","0.1267548931383577"],["2017-01-22 04:00","0.10627040992077161"],["2017-01-22 05:00","0.13949204864359213"],["2017-01-22 06:00","0.18298706643151086"],["2017-01-22 07:00","0.08909306666666668"],["2017-01-22 08:00","0.10219826756496628"],["2017-01-22 09:00","0.1094142797841428"],["2017-01-22 10:00","0.13313847651496716"],["2017-01-22 11:00","0.22065462239583333"],["2017-01-22 12:00","0.05742713769570453"],["2017-01-22 13:00","0.09727475693194094"],["2017-01-22 14:00","0.15535018290655137"],["2017-01-22 15:00","0.04639948728904081"],["2017-01-22 16:00","0.16877034166960198"],["2017-01-22 17:00","0.16052199413489737"],["2017-01-22 18:00","0.1477992900054615"],["2017-01-22 19:00","0.16697590764597625"],["2017-01-22 20:00","0.12821210741920802"],["2017-01-22 21:00","0.26528622064687635"],["2017-01-22 22:00","0.10951478429471645"],["2017-01-22 23:00","8.907103825136611E-4"],["2017-01-23 00:00","0.061153930530164546"],["2017-01-23 01:00","0.19865295815295814"],["2017-01-23 02:00","0.06403429247142294"],["2017-01-23 03:00","0.11023640081799592"],["2017-01-23 04:00","0.1491297059631767"],["2017-01-23 05:00","0.03294133885438233"],["2017-01-23 06:00","0.13834876543209879"],["2017-01-23 07:00","0.1727832289998544"],["2017-01-23 08:00","0.15339118797611695"],["2017-01-23 09:00","0.12512143559488692"],["2017-01-23 10:00","0.09902022559315442"],["2017-01-23 11:00","0.22309696376101862"],["2017-01-23 12:00","0.17790415913200722"],["2017-01-23 13:00","0.20218280871670705"],["2017-01-23 14:00","0.1394567465628422"],["2017-01-23 15:00","0.12533896282698487"],["2017-01-23 16:00","0.04402594059405941"],["2017-01-23 17:00","0.3417320453590928"],["2017-01-23 18:00","0.054911006018916596"],["2017-01-23 19:00","0.16920854341736694"],["2017-01-23 20:00","0.06835967170904408"],["2017-01-23 21:00","0.13492999480159418"],["2017-01-23 22:00","0.046313544415127535"],["2017-01-23 23:00","0.19541715542521992"],["2017-01-24 00:00","0.1406265218821981"],["2017-01-24 01:00","0.07935322952710494"],["2017-01-24 02:00","0.1307764017887857"],["2017-01-24 03:00","0.0625874330248417"],["2017-01-24 04:00","0.3031566750629723"],["2017-01-24 05:00","0.1141354865771812"],["2017-01-24 06:00","0.12247032280458175"],["2017-01-24 07:00","0.14380869433504992"],["2017-01-24 08:00","0.21328400361500227"],["2017-01-24 09:00","0.19322595356550581"],["2017-01-24 10:00","0.1620773018217627"],["2017-01-24 11:00","0.04968894899536321"],["2017-01-24 12:00","0.05735494689770822"],["2017-01-24 13:00","0.09200328601472131"],["2017-01-24 14:00","0.10968589174800354"],["2017-01-24 15:00","0.022384343920436315"],["2017-01-24 16:00","0.010777777777777778"]]},"text":"%spark.sql\n\nselect \n    from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') as time,\n    mean(duration) as Duration\nfrom yaf\ngroup by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00')\norder by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') asc"},{"text":"%md\n \n### Flow Duration - Internal\n\nThe average duration of each internal flow by hour in fractional seconds.","dateUpdated":"2017-01-24T21:56:00+0000","config":{"colWidth":3,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{"formName":"mm","minutes":"mm"},"forms":{}},"jobName":"paragraph_1485192111229_-181663106","id":"20170123-172151_1334413283","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Flow Duration - Internal</h3>\n<p>The average duration of each internal flow by hour in fractional seconds.</p>\n"},"dateCreated":"2017-01-23T05:21:51+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5248","focus":true},{"text":"%spark.sql\n\nselect \n    from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') as time,\n    mean(duration) as Internal\nfrom yaf\nwhere \n    is_internal(ip_src_addr) == is_internal(ip_dst_addr) and\n    datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\ngroup by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00')\norder by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') asc","dateUpdated":"2017-01-24T22:03:27+0000","config":{"colWidth":7,"graph":{"mode":"lineChart","height":300,"optionOpen":false,"keys":[{"name":"time","index":0,"aggr":"sum"}],"values":[{"name":"Internal","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"time","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/sql","editorHide":true},"settings":{"params":{"minutes":"00","by":"mm"},"forms":{}},"jobName":"paragraph_1485189573062_-2126399110","id":"20170123-163933_521689126","result":{"code":"SUCCESS","type":"TABLE","msg":"time\tInternal\n2017-01-18 15:00\t0.2930025131942699\n2017-01-18 16:00\t0.19647432391370404\n2017-01-18 17:00\t0.27042718446601943\n2017-01-18 18:00\t0.1282034764826176\n2017-01-18 19:00\t0.31518196328810855\n2017-01-18 20:00\t0.17726096181046674\n2017-01-18 21:00\t0.1119472743521001\n2017-01-18 22:00\t0.2229288256227758\n2017-01-18 23:00\t0.29497170781893\n2017-01-19 00:00\t0.23260154826958107\n2017-01-19 01:00\t0.0657143605870021\n2017-01-19 02:00\t0.23442429906542056\n2017-01-19 03:00\t0.1401219239373602\n2017-01-19 04:00\t0.0\n2017-01-19 05:00\t0.38265343511450384\n2017-01-19 06:00\t0.2580468899521531\n2017-01-19 07:00\t0.11345610859728507\n2017-01-19 08:00\t0.0\n2017-01-19 09:00\t0.3720207555002075\n2017-01-19 10:00\t0.2611819631063539\n2017-01-19 11:00\t0.28814641625143733\n2017-01-19 12:00\t0.07799564676616916\n2017-01-19 13:00\t0.0\n2017-01-19 14:00\t0.0\n2017-01-19 15:00\t0.2507484989993329\n2017-01-19 16:00\t0.1215281007751938\n2017-01-19 17:00\t0.37665931863727453\n2017-01-19 18:00\t0.1274354018311292\n2017-01-19 19:00\t0.3036009693053312\n2017-01-19 20:00\t0.0\n2017-01-19 21:00\t0.12513886113886113\n2017-01-19 22:00\t0.24255319148936172\n2017-01-19 23:00\t0.4867360482654601\n2017-01-20 00:00\t0.23702143757881464\n2017-01-20 01:00\t0.2436189241736876\n2017-01-20 02:00\t0.2405069460795856\n2017-01-20 03:00\t0.14031952220977978\n2017-01-20 04:00\t0.2862696115765423\n2017-01-20 05:00\t0.0\n2017-01-20 06:00\t0.0\n2017-01-20 07:00\t0.12885236625514404\n2017-01-20 08:00\t0.11784297132110953\n2017-01-20 09:00\t0.1220945419103314\n2017-01-20 10:00\t0.0\n2017-01-20 11:00\t0.08436675639300134\n2017-01-20 12:00\t0.0\n2017-01-20 13:00\t0.11813430725730442\n2017-01-20 14:00\t0.2863662857142857\n2017-01-20 15:00\t0.0\n2017-01-20 16:00\t0.0\n2017-01-20 17:00\t0.31443312101910825\n2017-01-20 18:00\t0.18538313609467455\n2017-01-20 19:00\t0.0\n2017-01-20 20:00\t0.35067175273865414\n2017-01-20 21:00\t0.10748049721388771\n2017-01-20 22:00\t0.2757249488752556\n2017-01-20 23:00\t0.43172459016393444\n2017-01-21 00:00\t0.2225765541740675\n2017-01-21 01:00\t0.16661408688317164\n2017-01-21 02:00\t0.09569824293353706\n2017-01-21 03:00\t0.23611634479510127\n2017-01-21 04:00\t0.4340009685230024\n2017-01-21 05:00\t0.27460183299389\n2017-01-21 06:00\t0.1494839094159714\n2017-01-21 07:00\t0.26245454545454544\n2017-01-21 08:00\t0.3204605459057072\n2017-01-21 09:00\t0.24148899755501224\n2017-01-21 10:00\t0.16026023017902813\n2017-01-21 11:00\t0.0\n2017-01-21 12:00\t0.0\n2017-01-21 13:00\t0.41043987823439876\n2017-01-21 14:00\t0.0\n2017-01-21 15:00\t0.4959470046082949\n2017-01-21 16:00\t0.40909061224489796\n2017-01-21 17:00\t0.2535064059339177\n2017-01-21 18:00\t0.3678575624082232\n2017-01-21 19:00\t0.20563980891719746\n2017-01-21 20:00\t0.09019503418495861\n2017-01-21 21:00\t0.17801633522727273\n2017-01-21 22:00\t0.1624355152300713\n2017-01-21 23:00\t0.09392319220681902\n2017-01-22 00:00\t0.15626683291770574\n2017-01-22 01:00\t0.2815124178232286\n2017-01-22 02:00\t0.34627113526570047\n2017-01-22 03:00\t0.2313963335915311\n2017-01-22 04:00\t0.21005692369802176\n2017-01-22 05:00\t0.26751459074733097\n2017-01-22 06:00\t0.2647734584450402\n2017-01-22 07:00\t0.15519380804953561\n2017-01-22 08:00\t0.1389176209826376\n2017-01-22 09:00\t0.20242312661498707\n2017-01-22 10:00\t0.2294088269454123\n2017-01-22 11:00\t0.3951746393318147\n2017-01-22 12:00\t0.11419216757741348\n2017-01-22 13:00\t0.21560791057609632\n2017-01-22 14:00\t0.2420807573415765\n2017-01-22 15:00\t0.0629808949220714\n2017-01-22 16:00\t0.20348415922014623\n2017-01-22 17:00\t0.30670962732919255\n2017-01-22 18:00\t0.24205149136577708\n2017-01-22 19:00\t0.30418113654301504\n2017-01-22 20:00\t0.12954395036194416\n2017-01-22 21:00\t0.5373429752066116\n2017-01-22 22:00\t0.1339412393162393\n2017-01-22 23:00\t0.0\n2017-01-23 00:00\t0.0\n2017-01-23 01:00\t0.33270682392586354\n2017-01-23 02:00\t0.0\n2017-01-23 03:00\t0.1236854043392505\n2017-01-23 04:00\t0.25068274111675126\n2017-01-23 05:00\t0.0\n2017-01-23 06:00\t0.14894649227110582\n2017-01-23 07:00\t0.33849768058316765\n2017-01-23 08:00\t0.314989268292683\n2017-01-23 09:00\t0.28384258210645524\n2017-01-23 10:00\t0.2181959930313589\n2017-01-23 11:00\t0.43502083333333336\n2017-01-23 12:00\t0.26388\n2017-01-23 13:00\t0.3549092769440655\n2017-01-23 14:00\t0.24804815942430114\n2017-01-23 15:00\t0.2160257982660182\n2017-01-23 16:00\t0.058564282374941566\n2017-01-23 17:00\t0.6124905123339659\n2017-01-23 18:00\t0.12079942140790743\n2017-01-23 19:00\t0.2863159744408946\n2017-01-23 20:00\t0.09541377997716026\n2017-01-23 21:00\t0.2504228617106315\n2017-01-23 22:00\t0.06537174139728884\n2017-01-23 23:00\t0.31665711878685765\n2017-01-24 00:00\t0.20199176029962546\n2017-01-24 01:00\t0.1796528980679547\n2017-01-24 02:00\t0.304756077795786\n2017-01-24 03:00\t0.1388516057585825\n2017-01-24 04:00\t0.6072870478413068\n2017-01-24 05:00\t0.25439528301886793\n2017-01-24 06:00\t0.20163958165728077\n2017-01-24 07:00\t0.2692382116660845\n2017-01-24 08:00\t0.41021554018094736\n2017-01-24 09:00\t0.3708244131455399\n2017-01-24 10:00\t0.2924597432905484\n2017-01-24 11:00\t0.11238082437275985\n2017-01-24 12:00\t0.0799547193877551\n2017-01-24 13:00\t0.11261335729260256\n2017-01-24 14:00\t0.21779447467559646\n2017-01-24 15:00\t0.0\n2017-01-24 16:00\t0.0\n","comment":"","msgTable":[[{"key":"Internal","value":"2017-01-18 15:00"},{"key":"Internal","value":"0.2930025131942699"}],[{"value":"2017-01-18 16:00"},{"value":"0.19647432391370404"}],[{"value":"2017-01-18 17:00"},{"value":"0.27042718446601943"}],[{"value":"2017-01-18 18:00"},{"value":"0.1282034764826176"}],[{"value":"2017-01-18 19:00"},{"value":"0.31518196328810855"}],[{"value":"2017-01-18 20:00"},{"value":"0.17726096181046674"}],[{"value":"2017-01-18 21:00"},{"value":"0.1119472743521001"}],[{"value":"2017-01-18 22:00"},{"value":"0.2229288256227758"}],[{"value":"2017-01-18 23:00"},{"value":"0.29497170781893"}],[{"value":"2017-01-19 00:00"},{"value":"0.23260154826958107"}],[{"value":"2017-01-19 01:00"},{"value":"0.0657143605870021"}],[{"value":"2017-01-19 02:00"},{"value":"0.23442429906542056"}],[{"value":"2017-01-19 03:00"},{"value":"0.1401219239373602"}],[{"value":"2017-01-19 04:00"},{"value":"0.0"}],[{"value":"2017-01-19 05:00"},{"value":"0.38265343511450384"}],[{"value":"2017-01-19 06:00"},{"value":"0.2580468899521531"}],[{"value":"2017-01-19 07:00"},{"value":"0.11345610859728507"}],[{"value":"2017-01-19 08:00"},{"value":"0.0"}],[{"value":"2017-01-19 09:00"},{"value":"0.3720207555002075"}],[{"value":"2017-01-19 10:00"},{"value":"0.2611819631063539"}],[{"value":"2017-01-19 11:00"},{"value":"0.28814641625143733"}],[{"value":"2017-01-19 12:00"},{"value":"0.07799564676616916"}],[{"value":"2017-01-19 13:00"},{"value":"0.0"}],[{"value":"2017-01-19 14:00"},{"value":"0.0"}],[{"value":"2017-01-19 15:00"},{"value":"0.2507484989993329"}],[{"value":"2017-01-19 16:00"},{"value":"0.1215281007751938"}],[{"value":"2017-01-19 17:00"},{"value":"0.37665931863727453"}],[{"value":"2017-01-19 18:00"},{"value":"0.1274354018311292"}],[{"value":"2017-01-19 19:00"},{"value":"0.3036009693053312"}],[{"value":"2017-01-19 20:00"},{"value":"0.0"}],[{"value":"2017-01-19 21:00"},{"value":"0.12513886113886113"}],[{"value":"2017-01-19 22:00"},{"value":"0.24255319148936172"}],[{"value":"2017-01-19 23:00"},{"value":"0.4867360482654601"}],[{"value":"2017-01-20 00:00"},{"value":"0.23702143757881464"}],[{"value":"2017-01-20 01:00"},{"value":"0.2436189241736876"}],[{"value":"2017-01-20 02:00"},{"value":"0.2405069460795856"}],[{"value":"2017-01-20 03:00"},{"value":"0.14031952220977978"}],[{"value":"2017-01-20 04:00"},{"value":"0.2862696115765423"}],[{"value":"2017-01-20 05:00"},{"value":"0.0"}],[{"value":"2017-01-20 06:00"},{"value":"0.0"}],[{"value":"2017-01-20 07:00"},{"value":"0.12885236625514404"}],[{"value":"2017-01-20 08:00"},{"value":"0.11784297132110953"}],[{"value":"2017-01-20 09:00"},{"value":"0.1220945419103314"}],[{"value":"2017-01-20 10:00"},{"value":"0.0"}],[{"value":"2017-01-20 11:00"},{"value":"0.08436675639300134"}],[{"value":"2017-01-20 12:00"},{"value":"0.0"}],[{"value":"2017-01-20 13:00"},{"value":"0.11813430725730442"}],[{"value":"2017-01-20 14:00"},{"value":"0.2863662857142857"}],[{"value":"2017-01-20 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13:00","0.3549092769440655"],["2017-01-23 14:00","0.24804815942430114"],["2017-01-23 15:00","0.2160257982660182"],["2017-01-23 16:00","0.058564282374941566"],["2017-01-23 17:00","0.6124905123339659"],["2017-01-23 18:00","0.12079942140790743"],["2017-01-23 19:00","0.2863159744408946"],["2017-01-23 20:00","0.09541377997716026"],["2017-01-23 21:00","0.2504228617106315"],["2017-01-23 22:00","0.06537174139728884"],["2017-01-23 23:00","0.31665711878685765"],["2017-01-24 00:00","0.20199176029962546"],["2017-01-24 01:00","0.1796528980679547"],["2017-01-24 02:00","0.304756077795786"],["2017-01-24 03:00","0.1388516057585825"],["2017-01-24 04:00","0.6072870478413068"],["2017-01-24 05:00","0.25439528301886793"],["2017-01-24 06:00","0.20163958165728077"],["2017-01-24 07:00","0.2692382116660845"],["2017-01-24 08:00","0.41021554018094736"],["2017-01-24 09:00","0.3708244131455399"],["2017-01-24 10:00","0.2924597432905484"],["2017-01-24 11:00","0.11238082437275985"],["2017-01-24 12:00","0.0799547193877551"],["2017-01-24 13:00","0.11261335729260256"],["2017-01-24 14:00","0.21779447467559646"],["2017-01-24 15:00","0.0"],["2017-01-24 16:00","0.0"]]},"dateCreated":"2017-01-23T04:39:33+0000","dateStarted":"2017-01-24T22:02:12+0000","dateFinished":"2017-01-24T22:02:49+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5249","focus":true},{"text":"%md\n\n### Flow Duration - External\n\nThe average duration of each external flow by hour in fractional seconds.","dateUpdated":"2017-01-24T21:56:00+0000","config":{"colWidth":3,"graph":{"mode":"multiBarChart","height":300,"optionOpen":false,"keys":[{"name":"timestamp","index":0,"aggr":"sum"}],"values":[{"name":"pkt","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"timestamp","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/markdown","editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485204934321_-1086409529","id":"20170123-205534_1067202166","dateCreated":"2017-01-23T08:55:34+0000","dateStarted":"2017-01-24T21:56:00+0000","dateFinished":"2017-01-24T21:56:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:5250","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Flow Duration - External</h3>\n<p>The average duration of each external flow by hour in fractional seconds.</p>\n"},"focus":true},{"text":"%spark.sql\n\nselect \n    from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') as time,\n    mean(duration) as External\nfrom yaf\nwhere \n    is_internal(ip_src_addr) <> is_internal(ip_dst_addr) and\n    datediff(current_timestamp(), from_unixtime(timestamp/1000)) <= 7\ngroup by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00')\norder by from_unixtime(timestamp/1000,'YYYY-MM-dd HH:00') asc\n","dateUpdated":"2017-01-24T22:03:37+0000","config":{"colWidth":7,"graph":{"mode":"lineChart","height":300,"optionOpen":false,"keys":[{"name":"time","index":0,"aggr":"sum"}],"values":[{"name":"External","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"time","index":0,"aggr":"sum"}}},"enabled":true,"editorMode":"ace/mode/scala","tableHide":false,"editorHide":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1485189503410_-1118665119","id":"20170123-163823_2145441910","result":{"code":"SUCCESS","type":"TABLE","msg":"time\tExternal\n2017-01-18 15:00\t0.10969475138121547\n2017-01-18 16:00\t0.02284000885151582\n2017-01-18 17:00\t0.0015305798252581413\n2017-01-18 18:00\t0.11770637329286798\n2017-01-18 19:00\t0.05130903426791277\n2017-01-18 20:00\t0.08366179540709812\n2017-01-18 21:00\t0.10332961992136305\n2017-01-18 22:00\t0.07934712315739421\n2017-01-18 23:00\t0.061856860419138\n2017-01-19 00:00\t0.056387091192247794\n2017-01-19 01:00\t0.037464162514373324\n2017-01-19 02:00\t0.001314037626628075\n2017-01-19 03:00\t0.06774789915966385\n2017-01-19 04:00\t0.05596559812353401\n2017-01-19 05:00\t0.10855542590431738\n2017-01-19 06:00\t0.17139335394126742\n2017-01-19 07:00\t0.05650033090668431\n2017-01-19 08:00\t7.050078247261346E-4\n2017-01-19 09:00\t0.049681336331513004\n2017-01-19 10:00\t0.05729708268600035\n2017-01-19 11:00\t0.04600140134529147\n2017-01-19 12:00\t0.07572214182344428\n2017-01-19 13:00\t0.07343417784401392\n2017-01-19 14:00\t0.05145958429561201\n2017-01-19 15:00\t0.16177406281661602\n2017-01-19 16:00\t0.0571159217877095\n2017-01-19 17:00\t0.1228805637982196\n2017-01-19 18:00\t0.06577261613691932\n2017-01-19 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