{"paragraphs":[{"text":"%md\n\n### Getting credentialed through Facebook\n\n[Facebook App Dashboard](https://developers.facebook.com/apps/)\n\nAdd new App (top right)\n\nAfter created click \"Settings\" to right. Click show to see \"App Secret\"\n\nGo to [Graph API Explorer](https://developers.facebook.com/tools/explorer/) to get Token (they expire regularly)\n\n### Setting up the Stream\n\nFirst you'll need to add some dependencies, including the Facebook **provider** jar:\n\n","dateUpdated":"2016-11-03T22:08:59+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"editorHide":true},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1478208205252_343847036","id":"20161103-212325_-892897887","result":{"code":"SUCCESS","type":"HTML","msg":"<h3>Getting credentialed through Facebook</h3>\n<p><a href=\"https://developers.facebook.com/apps/\">Facebook App Dashboard</a></p>\n<p>Add new App (top right)</p>\n<p>After created click &ldquo;Settings&rdquo; to right. Click show to see &ldquo;App Secret&rdquo;</p>\n<p>Go to <a href=\"https://developers.facebook.com/tools/explorer/\">Graph API Explorer</a> to get Token (they expire regularly)</p>\n<h3>Setting up the Stream</h3>\n<p>First you'll need to add some dependencies, including the Facebook <strong>provider</strong> jar:</p>\n"},"dateCreated":"2016-11-03T21:23:25+0000","dateStarted":"2016-11-03T22:09:00+0000","dateFinished":"2016-11-03T22:09:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:1781"},{"title":"Add Deps","text":"%spark.dep\nz.reset()\nz.addRepo(\"apache-snapshots\").url(\"https://repository.apache.org/content/repositories/snapshots\").snapshot()\nz.load(\"org.apache.streams:streams-provider-facebook:0.4-incubating-SNAPSHOT\")\nz.load(\"org.apache.streams:streams-converters:0.4-incubating-SNAPSHOT\")","dateUpdated":"2016-11-03T22:08:51+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"editorMode":"ace/mode/scala","title":true},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1477439051383_1294290529","id":"20161025-234411_1038490081","result":{"code":"ERROR","type":"TEXT","msg":"Must be used before SparkInterpreter (%spark) initialized\nHint: put this paragraph before any Spark code and restart Zeppelin/Interpreter"},"dateCreated":"2016-10-25T11:44:11+0000","dateStarted":"2016-11-03T22:08:51+0000","dateFinished":"2016-11-03T22:08:51+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1782"},{"title":"Imports and Credentials","text":"%spark.spark\n\nimport com.typesafe.config._\n\nimport org.apache.streams.config._\nimport org.apache.streams.converter.ActivityConverterProcessor\nimport org.apache.streams.core.StreamsProcessor\nimport org.apache.streams.core._\nimport org.apache.streams.facebook._\nimport org.apache.streams.facebook.FacebookUserInformationConfiguration\nimport org.apache.streams.facebook.FacebookUserstreamConfiguration\nimport org.apache.streams.facebook.Page\nimport org.apache.streams.facebook.Post\nimport org.apache.streams.facebook.processor.FacebookTypeConverter\nimport org.apache.streams.facebook.provider.FacebookFriendFeedProvider\nimport org.apache.streams.jackson.StreamsJacksonMapper;\nimport org.apache.streams.pojo.json.Activity\n\nimport scala.collection.JavaConverters\nimport scala.collection.JavaConversions._\nimport java.util.Iterator\n\nval appId = z.input(\"appId\", \"\") //\nval appSecret = z.input(\"appSecret\", \"\") // \nval userAccessToken = z.input(\"userAccessToken\", \"\") // \n","dateUpdated":"2016-11-03T22:17:17+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"editorMode":"ace/mode/scala","title":true,"editorHide":false},"settings":{"params":{"appId":"","appSecret":"","userAccessToken":"EAACEdEose0cBADsCnKb3Y55nGqo14AmXE7DuPZCFlYz1YD0KQpJxtcpiOAyZBERxNfeBBOtikyZALdZAecR3HucYJkmhHKX89P06XA1HwkGu27ZB8GzjGMvSyZAIgDImqkkGS60eX0ZBzTbWspH44FG25e4H1YNhZBX080ZAUSS4YcgZDZD"},"forms":{"appId":{"name":"appId","displayName":"appId","type":"input","defaultValue":"","hidden":false},"appSecret":{"name":"appSecret","displayName":"appSecret","type":"input","defaultValue":"","hidden":false},"userAccessToken":{"name":"userAccessToken","displayName":"userAccessToken","type":"input","defaultValue":"","hidden":false}}},"apps":[],"jobName":"paragraph_1478208269219_-1037542722","id":"20161103-212429_-781954795","result":{"code":"SUCCESS","type":"TEXT","msg":"\nimport com.typesafe.config._\n\nimport org.apache.streams.config._\n\nimport org.apache.streams.converter.ActivityConverterProcessor\n\nimport org.apache.streams.core.StreamsProcessor\n\nimport org.apache.streams.core._\n\nimport org.apache.streams.facebook._\n\nimport org.apache.streams.facebook.FacebookUserInformationConfiguration\n\nimport org.apache.streams.facebook.FacebookUserstreamConfiguration\n\nimport org.apache.streams.facebook.Page\n\nimport org.apache.streams.facebook.Post\n\nimport org.apache.streams.facebook.processor.FacebookTypeConverter\n\nimport org.apache.streams.facebook.provider.FacebookFriendFeedProvider\n\nimport org.apache.streams.jackson.StreamsJacksonMapper\n\nimport org.apache.streams.pojo.json.Activity\n\nimport scala.collection.JavaConverters\n\nimport scala.collection.JavaConversions._\n\nimport java.util.Iterator\n\nappId: Object = \n\nappSecret: Object = \n\nuserAccessToken: Object = EAACEdEose0cBADsCnKb3Y55nGqo14AmXE7DuPZCFlYz1YD0KQpJxtcpiOAyZBERxNfeBBOtikyZALdZAecR3HucYJkmhHKX89P06XA1HwkGu27ZB8GzjGMvSyZAIgDImqkkGS60eX0ZBzTbWspH44FG25e4H1YNhZBX080ZAUSS4YcgZDZD\n"},"dateCreated":"2016-11-03T21:24:29+0000","dateStarted":"2016-11-03T22:09:07+0000","dateFinished":"2016-11-03T22:09:12+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1783"},{"text":"%spark\n\n\nval credentials =\n  s\"\"\"\n  {\n    facebook {\n      oauth {\n        appId = \"$appId\"\n        appSecret = $appSecret\n        userAccessToken = $userAccessToken\n      }\n      \n      info = [\n        rawkintrevo\n      ]\n      \n    }\n  }\n    \"\"\"\nval credentialsConfig = ConfigFactory.parseString(credentials)\n\nval typesafe = ConfigFactory.parseString(credentials)\nval config = new ComponentConfigurator(classOf[FacebookUserstreamConfiguration]).detectConfiguration(typesafe, \"facebook\");\nval provider = new FacebookFriendFeedProvider(config, classOf[org.apache.streams.facebook.Post] );\n\nval timeline_buf = scala.collection.mutable.ArrayBuffer.empty[Object]\n\nprovider.prepare()\nprovider.startStream()\n//while(provider.isRunning()) {\nfor (i <- 0 to 20) {\n    val resultSet = provider.readCurrent()\n    resultSet.size()\n    val iterator = resultSet.iterator();\n    while(iterator.hasNext()) {\n        val datum = iterator.next();\n        //println(datum.getDocument)\n        timeline_buf += datum.getDocument\n    }   \n    println(s\"Iteration $i\")\n}\nprovider.cleanUp()\n\n//val converter = new ActivityConverterProcessor()\nval converter = new FacebookTypeConverter(classOf[Post], classOf[Activity])\n\nconverter.prepare()\n\nval status_datums = timeline_buf.map(x => new StreamsDatum(x))\nval activity_datums = status_datums.flatMap(x => converter.process(x)).map(x => x.getDocument.asInstanceOf[Activity])\n\nval mapper = StreamsJacksonMapper.getInstance();\nval activitiesRDD = sc.parallelize(activity_datums.map(o => mapper.writeValueAsString(o)))\n\nval activitiesDF = sqlContext.read.json(activitiesRDD)\n\nactivitiesDF.registerTempTable(\"activities\")","dateUpdated":"2016-11-03T22:09:17+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"editorMode":"ace/mode/scala","editorHide":false,"tableHide":true},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1477440105858_-1402710081","id":"20161026-000145_-964668043","result":{"code":"SUCCESS","type":"TEXT","msg":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\ncredentials: String = \n\"\n  {\n    facebook {\n      oauth {\n        appId = \"\"\n        appSecret = \n        userAccessToken = EAACEdEose0cBADsCnKb3Y55nGqo14AmXE7DuPZCFlYz1YD0KQpJxtcpiOAyZBERxNfeBBOtikyZALdZAecR3HucYJkmhHKX89P06XA1HwkGu27ZB8GzjGMvSyZAIgDImqkkGS60eX0ZBzTbWspH44FG25e4H1YNhZBX080ZAUSS4YcgZDZD\n      }\n      \n      info = [\n        rawkintrevo\n      ]\n      \n    }\n  }\n    \"\n\ncredentialsConfig: com.typesafe.config.Config = Config(SimpleConfigObject({\"facebook\":{\"info\":[\"rawkintrevo\"],\"oauth\":{\"appId\":\"\",\"appSecret\":\"\",\"userAccessToken\":\"EAACEdEose0cBADsCnKb3Y55nGqo14AmXE7DuPZCFlYz1YD0KQpJxtcpiOAyZBERxNfeBBOtikyZALdZAecR3HucYJkmhHKX89P06XA1HwkGu27ZB8GzjGMvSyZAIgDImqkkGS60eX0ZBzTbWspH44FG25e4H1YNhZBX080ZAUSS4YcgZDZD\"}}}))\n\ntypesafe: com.typesafe.config.Config = Config(SimpleConfigObject({\"facebook\":{\"info\":[\"rawkintrevo\"],\"oauth\":{\"appId\":\"\",\"appSecret\":\"\",\"userAccessToken\":\"EAACEdEose0cBADsCnKb3Y55nGqo14AmXE7DuPZCFlYz1YD0KQpJxtcpiOAyZBERxNfeBBOtikyZALdZAecR3HucYJkmhHKX89P06XA1HwkGu27ZB8GzjGMvSyZAIgDImqkkGS60eX0ZBzTbWspH44FG25e4H1YNhZBX080ZAUSS4YcgZDZD\"}}}))\n\nconfig: org.apache.streams.facebook.FacebookUserstreamConfiguration = org.apache.streams.facebook.FacebookUserstreamConfiguration@6b54bb81[info=[rawkintrevo],pollIntervalMillis=60000,additionalProperties={},protocol=<null>,host=<null>,port=<null>,version=<null>,endpoint=<null>,oauth=org.apache.streams.facebook.FacebookOAuthConfiguration@4ea8ac0[appId=,appSecret=,appAccessToken=<null>,userAccessToken=EAACEdEose0cBADsCnKb3Y55nGqo14AmXE7DuPZCFlYz1YD0KQpJxtcpiOAyZBERxNfeBBOtikyZALdZAecR3HucYJkmhHKX89P06XA1HwkGu27ZB8GzjGMvSyZAIgDImqkkGS60eX0ZBzTbWspH44FG25e4H1YNhZBX080ZAUSS4YcgZDZD,additionalProperties={}],userAccessTokens=[],ids=[],additionalProperties={}]\n\nprovider: org.apache.streams.facebook.provider.FacebookFriendFeedProvider = org.apache.streams.facebook.provider.FacebookFriendFeedProvider@79110e18\n\ntimeline_buf: scala.collection.mutable.ArrayBuffer[Object] = ArrayBuffer()\nIteration 0\nIteration 1\nIteration 2\nIteration 3\nIteration 4\nIteration 5\nIteration 6\nIteration 7\nIteration 8\nIteration 9\nIteration 10\nIteration 11\nIteration 12\nIteration 13\nIteration 14\nIteration 15\nIteration 16\nIteration 17\nIteration 18\nIteration 19\nIteration 20\n\nconverter: org.apache.streams.facebook.processor.FacebookTypeConverter = org.apache.streams.facebook.processor.FacebookTypeConverter@6de63864\n\nstatus_datums: scala.collection.mutable.ArrayBuffer[org.apache.streams.core.StreamsDatum] = \nArrayBuffer(StreamsDatum{timestamp=null, sequenceid=null, metadata={}, document=org.apache.streams.facebook.Post@56417fc8[id=523351861_10153788637461862,from=org.apache.streams.facebook.From@4a617794[id=10203535756127257,name=Matt Fischer,additionalProperties={}],to=<null>,message=<null>,messageTags=<null>,picture=<null>,link=<null>,name=<null>,caption=<null>,description=<null>,source=<null>,icon=<null>,actions=[org.apache.streams.facebook.Action@33e5b0b8[name=Write on Annie's Timeline,link=https://www.facebook.com/annie.griggs.5,additionalProperties={}]],comments=[],likes=[],type=status,place=<null>,story=Matt Fischer and 44 others wrote on Annie Griggs's timeline.,shares=<null>,objectId=<null>...\nactivity_datums: scala.collection.mutable.ArrayBuffer[org.apache.streams.pojo.json.Activity] = \nArrayBuffer(org.apache.streams.pojo.json.Activity@140c904b[id=id:facebook:523351861_10153788637461862,actor=org.apache.streams.pojo.json.Actor@24830736[id=id:facebook:10203535756127257,image=<null>,displayName=Matt Fischer,summary=<null>,content=<null>,url=<null>,objectType=<null>,author=<null>,published=<null>,updated=<null>,attachments=[],upstreamDuplicates=[],downstreamDuplicates=[],additionalProperties={handle=Matt Fischer}],verb=post,object=org.apache.streams.pojo.json.ActivityObject@4b19a027[id=id:facebook:523351861_10153788637461862,image=<null>,displayName=Matt Fischer,summary=<null>,content=<null>,url=<null>,objectType=status,author=<null>,published=2016-11-03T22:03:41.000Z,updated=2...\nmapper: org.apache.streams.jackson.StreamsJacksonMapper = org.apache.streams.jackson.StreamsJacksonMapper@5035284a\n\nactivitiesRDD: org.apache.spark.rdd.RDD[String] = ParallelCollectionRDD[183] at parallelize at <console>:174\nactivitiesDF: org.apache.spark.sql.DataFrame = [actor: struct<displayName:string,handle:string,id:string>, content: string, facebook: struct<actions:array<struct<link:string,name:string>>,application:struct<category:string,id:string,link:string,name:string,namespace:string>,caption:string,comments:array<struct<data:array<struct<can_remove:boolean,created_time:string,from:struct<id:string,name:string>,id:string,like_count:bigint,message:string,message_tags:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,user_likes:boolean>>,paging:struct<cursors:struct<after:string,before:string>>>>,created_time:string,description:string,from:struct<id:string,name:string>,icon:string,id:string,is_expired:boolean,is_hidden:boolean,likes:array<struct<data:array<struct<id:string..."},"dateCreated":"2016-10-26T12:01:45+0000","dateStarted":"2016-11-03T22:09:18+0000","dateFinished":"2016-11-03T22:10:06+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1784"},{"text":"%spark\n\nactivitiesDF.printSchema()","dateUpdated":"2016-11-03T21:40:06+0000","config":{"colWidth":6,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1477440138547_2004118836","id":"20161026-000218_-1646887860","result":{"code":"SUCCESS","type":"TEXT","msg":"root\n |-- actor: struct (nullable = true)\n |    |-- displayName: string (nullable = true)\n |    |-- handle: string (nullable = true)\n |    |-- id: string (nullable = true)\n |-- content: string (nullable = true)\n |-- facebook: struct (nullable = true)\n |    |-- actions: array (nullable = true)\n |    |    |-- element: struct (containsNull = true)\n |    |    |    |-- link: string (nullable = true)\n |    |    |    |-- name: string (nullable = true)\n |    |-- application: struct (nullable = true)\n |    |    |-- category: string (nullable = true)\n |    |    |-- id: string (nullable = true)\n |    |    |-- link: string (nullable = true)\n |    |    |-- name: string (nullable = true)\n |    |    |-- namespace: string (nullable = true)\n |    |-- caption: string (nullable = true)\n |    |-- comments: array (nullable = true)\n |    |    |-- element: struct (containsNull = true)\n |    |    |    |-- data: array (nullable = true)\n |    |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |    |-- can_remove: boolean (nullable = true)\n |    |    |    |    |    |-- created_time: string (nullable = true)\n |    |    |    |    |    |-- from: struct (nullable = true)\n |    |    |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |    |-- like_count: long (nullable = true)\n |    |    |    |    |    |-- message: string (nullable = true)\n |    |    |    |    |    |-- message_tags: array (nullable = true)\n |    |    |    |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |    |    |    |-- type: string (nullable = true)\n |    |    |    |    |    |-- user_likes: boolean (nullable = true)\n |    |    |    |-- paging: struct (nullable = true)\n |    |    |    |    |-- cursors: struct (nullable = true)\n |    |    |    |    |    |-- after: string (nullable = true)\n |    |    |    |    |    |-- before: string (nullable = true)\n |    |-- created_time: string (nullable = true)\n |    |-- description: string (nullable = true)\n |    |-- from: struct (nullable = true)\n |    |    |-- id: string (nullable = true)\n |    |    |-- name: string (nullable = true)\n |    |-- icon: string (nullable = true)\n |    |-- id: string (nullable = true)\n |    |-- is_expired: boolean (nullable = true)\n |    |-- is_hidden: boolean (nullable = true)\n |    |-- likes: array (nullable = true)\n |    |    |-- element: struct (containsNull = true)\n |    |    |    |-- data: array (nullable = true)\n |    |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |-- paging: struct (nullable = true)\n |    |    |    |    |-- cursors: struct (nullable = true)\n |    |    |    |    |    |-- after: string (nullable = true)\n |    |    |    |    |    |-- before: string (nullable = true)\n |    |    |    |    |-- next: string (nullable = true)\n |    |-- link: string (nullable = true)\n |    |-- message: string (nullable = true)\n |    |-- message_tags: struct (nullable = true)\n |    |    |-- 0: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 10: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 104: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 11: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 110: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 126: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 127: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 129: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 141: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 147: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 149: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 15: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 156: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 16: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 18: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 185: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 201: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 227: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 24: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 28: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 30: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 31: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 32: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 4: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 41: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 47: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 49: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 55: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 58: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 64: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 65: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 66: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 7: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 73: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 81: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 9: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 99: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |-- name: string (nullable = true)\n |    |-- object_id: string (nullable = true)\n |    |-- picture: string (nullable = true)\n |    |-- place: struct (nullable = true)\n |    |    |-- id: string (nullable = true)\n |    |    |-- location: struct (nullable = true)\n |    |    |    |-- city: string (nullable = true)\n |    |    |    |-- country: string (nullable = true)\n |    |    |    |-- latitude: double (nullable = true)\n |    |    |    |-- located_in: string (nullable = true)\n |    |    |    |-- longitude: double (nullable = true)\n |    |    |    |-- state: string (nullable = true)\n |    |    |    |-- street: string (nullable = true)\n |    |    |    |-- zip: string (nullable = true)\n |    |    |-- name: string (nullable = true)\n |    |-- privacy: struct (nullable = true)\n |    |    |-- allow: string (nullable = true)\n |    |    |-- deny: string (nullable = true)\n |    |    |-- description: string (nullable = true)\n |    |    |-- friends: string (nullable = true)\n |    |    |-- value: string (nullable = true)\n |    |-- properties: array (nullable = true)\n |    |    |-- element: struct (containsNull = true)\n |    |    |    |-- name: string (nullable = true)\n |    |    |    |-- text: string (nullable = true)\n |    |-- shares: struct (nullable = true)\n |    |    |-- count: long (nullable = true)\n |    |-- source: string (nullable = true)\n |    |-- status_type: string (nullable = true)\n |    |-- story: string (nullable = true)\n |    |-- story_tags: struct (nullable = true)\n |    |    |-- 0: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 108: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 14: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 16: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 18: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 20: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 22: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 24: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 25: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 26: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 27: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 28: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 30: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 31: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 32: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 33: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 34: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 35: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 36: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 37: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 38: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 39: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 40: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 41: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 42: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 43: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 44: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 45: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 46: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 48: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 49: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 50: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 51: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |-- 53: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 57: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 59: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 61: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 71: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 73: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 76: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 79: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 80: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 85: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |    |-- 97: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- length: long (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |    |    |    |    |-- offset: long (nullable = true)\n |    |    |    |    |-- type: string (nullable = true)\n |    |-- type: string (nullable = true)\n |    |-- updated_time: string (nullable = true)\n |    |-- with_tags: struct (nullable = true)\n |    |    |-- data: array (nullable = true)\n |    |    |    |-- element: struct (containsNull = true)\n |    |    |    |    |-- id: string (nullable = true)\n |    |    |    |    |-- name: string (nullable = true)\n |-- id: string (nullable = true)\n |-- links: array (nullable = true)\n |    |-- element: string (containsNull = true)\n |-- location: struct (nullable = true)\n |    |-- city: string (nullable = true)\n |    |-- country: string (nullable = true)\n |    |-- latitude: double (nullable = true)\n |    |-- located_in: string (nullable = true)\n |    |-- longitude: double (nullable = true)\n |    |-- state: string (nullable = true)\n |    |-- street: string (nullable = true)\n |    |-- zip: string (nullable = true)\n |-- object: struct (nullable = true)\n |    |-- content: string (nullable = true)\n |    |-- displayName: string (nullable = true)\n |    |-- id: string (nullable = true)\n |    |-- image: struct (nullable = true)\n |    |    |-- url: string (nullable = true)\n |    |-- objectType: string (nullable = true)\n |    |-- published: string (nullable = true)\n |    |-- updated: string (nullable = true)\n |    |-- url: string (nullable = true)\n |-- provider: struct (nullable = true)\n |    |-- displayName: string (nullable = true)\n |    |-- id: string (nullable = true)\n |-- published: string (nullable = true)\n |-- rebroadcasts: struct (nullable = true)\n |    |-- count: long (nullable = true)\n |-- updated: string (nullable = true)\n |-- verb: string (nullable = true)\n\n"},"dateCreated":"2016-10-26T12:02:18+0000","dateStarted":"2016-11-03T21:36:12+0000","dateFinished":"2016-11-03T21:36:12+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1785"},{"text":"%spark.sql\ndescribe activities","dateUpdated":"2016-11-03T21:36:14+0000","config":{"colWidth":6,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1478176301400_967559759","id":"20161103-123141_-301889222","result":{"code":"SUCCESS","type":"TABLE","msg":"col_name\tdata_type\tcomment\nactor\tstruct<displayName:string,handle:string,id:string>\t\ncontent\tstring\t\nfacebook\tstruct<actions:array<struct<link:string,name:string>>,application:struct<category:string,id:string,link:string,name:string,namespace:string>,caption:string,comments:array<struct<data:array<struct<can_remove:boolean,created_time:string,from:struct<id:string,name:string>,id:string,like_count:bigint,message:string,message_tags:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,user_likes:boolean>>,paging:struct<cursors:struct<after:string,before:string>>>>,created_time:string,description:string,from:struct<id:string,name:string>,icon:string,id:string,is_expired:boolean,is_hidden:boolean,likes:array<struct<data:array<struct<id:string,name:string>>,paging:struct<cursors:struct<after:string,before:string>,next:string>>>,link:string,message:string,message_tags:struct<0:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,10:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,104:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,11:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,110:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,126:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,127:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,129:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,141:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,147:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,149:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,15:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,156:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,16:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,18:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,185:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,201:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,227:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,24:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,28:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,30:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,31:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,32:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,4:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,41:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,47:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,49:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,55:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,58:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,64:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,65:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,66:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,7:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,73:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,81:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,9:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,99:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>>,name:string,object_id:string,picture:string,place:struct<id:string,location:struct<city:string,country:string,latitude:double,located_in:string,longitude:double,state:string,street:string,zip:string>,name:string>,privacy:struct<allow:string,deny:string,description:string,friends:string,value:string>,properties:array<struct<name:string,text:string>>,shares:struct<count:bigint>,source:string,status_type:string,story:string,story_tags:struct<0:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,108:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,14:array<struct<id:string,length:bigint,name:stri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d:string,length:bigint,name:string,offset:bigint,type:string>>,73:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,76:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,79:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,80:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,85:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>,97:array<struct<id:string,length:bigint,name:string,offset:bigint,type:string>>>,type:string,updated_time:string,with_tags:struct<data:array<struct<id:string,name:string>>>>",""],["id","string",""],["links","array<string>",""],["location","struct<city:string,country:string,latitude:double,located_in:string,longitude:double,state:string,street:string,zip:string>",""],["object","struct<content:string,displayName:string,id:string,image:struct<url:string>,objectType:string,published:string,updated:string,url:string>",""],["provider","struct<displayName:string,id:string>",""],["published","string",""],["rebroadcasts","struct<count:bigint>",""],["updated","string",""],["verb","string",""]]},"dateCreated":"2016-11-03T12:31:41+0000","dateStarted":"2016-11-03T21:36:14+0000","dateFinished":"2016-11-03T21:36:15+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1786"},{"text":"%spark.sql\n\nselect location.city, count(id) from activities where location is not null group by location.city \n","dateUpdated":"2016-11-03T22:25:31+0000","config":{"colWidth":12,"graph":{"mode":"multiBarChart","height":300,"optionOpen":false,"keys":[{"name":"city","index":0,"aggr":"sum"}],"values":[{"name":"_c1","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"city","index":0,"aggr":"sum"},"yAxis":{"name":"_c1","index":1,"aggr":"sum"}},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"helium":{},"editorMode":"ace/mode/markdown"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1478176733670_-120098546","id":"20161103-123853_1599213321","result":{"code":"SUCCESS","type":"TABLE","msg":"city\t_c1\nEvanston\t1\nLos Angeles\t3\nCannon Ball\t1\nSanta Monica\t1\nSan Vicente Pacaya\t1\nChicago\t17\nBolingbrook\t1\n","comment":"","msgTable":[[{"key":"_c1","value":"Evanston"},{"key":"_c1","value":1}],[{"value":"Los Angeles"},{"value":3}],[{"value":"Cannon Ball"},{"value":1}],[{"value":"Santa Monica"},{"value":1}],[{"value":"San Vicente Pacaya"},{"value":1}],[{"value":"Chicago"},{"value":17}],[{"value":"Bolingbrook"},{"value":1}]],"columnNames":[{"name":"city","index":0,"aggr":"sum"},{"name":"_c1","index":1,"aggr":"sum"}],"rows":[["Evanston",1],["Los Angeles",3],["Cannon Ball",1],["Santa Monica",1],["San Vicente Pacaya",1],["Chicago",17],["Bolingbrook",1]]},"dateCreated":"2016-11-03T12:38:53+0000","dateStarted":"2016-11-03T22:25:32+0000","dateFinished":"2016-11-03T22:25:33+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1787","focus":true},{"text":"%spark.sql\nselect a.hour_of_day, sum(rebroadcasts)\nfrom (select hour(from_utc_timestamp(published, \"MM/dd/yyyyZHH:mm:ss\")) as hour_of_day, rebroadcasts.count as rebroadcasts from activities) a\ngroup by hour_of_day\n","dateUpdated":"2016-11-03T22:41:06+0000","config":{"colWidth":12,"graph":{"mode":"multiBarChart","height":300,"optionOpen":false,"keys":[{"name":"hour_of_day","index":0,"aggr":"sum"}],"values":[{"name":"_c1","index":1,"aggr":"sum"}],"groups":[],"scatter":{"xAxis":{"name":"hour_of_day","index":0,"aggr":"sum"},"yAxis":{"name":"_c1","index":1,"aggr":"sum"}},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true,"helium":{}},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1478211158415_-1255001424","id":"20161103-221238_539775051","dateCreated":"2016-11-03T22:12:38+0000","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:2444","dateFinished":"2016-11-03T22:40:58+0000","dateStarted":"2016-11-03T22:40:57+0000","result":{"code":"SUCCESS","type":"TABLE","msg":"hour_of_day\t_c1\n0\t6\n1\t4\n2\t4\n3\t3\n4\t6\n5\t10\n6\t4\n7\t1\n8\t3\n9\t1\n10\t2\n11\tnull\n12\tnull\n13\t1\n14\t5\n15\t5\n16\t14\n17\t7\n18\t19\n19\t4\n20\t14\n21\t5\n22\t5\n23\t5\n","comment":"","msgTable":[[{"key":"_c1","value":0},{"key":"_c1","value":6}],[{"value":1},{"value":4}],[{"value":2},{"value":4}],[{"value":3},{"value":3}],[{"value":4},{"value":6}],[{"value":5},{"value":10}],[{"value":6},{"value":4}],[{"value":7},{"value":1}],[{"value":8},{"value":3}],[{"value":9},{"value":1}],[{"value":10},{"value":2}],[{"value":11},{"value":"null"}],[{"value":12},{"value":"null"}],[{"value":13},{"value":1}],[{"value":14},{"value":5}],[{"value":15},{"value":5}],[{"value":16},{"value":14}],[{"value":17},{"value":7}],[{"value":18},{"value":19}],[{"value":19},{"value":4}],[{"value":20},{"value":14}],[{"value":21},{"value":5}],[{"value":22},{"value":5}],[{"value":23},{"value":5}]],"columnNames":[{"name":"hour_of_day","index":0,"aggr":"sum"},{"name":"_c1","index":1,"aggr":"sum"}],"rows":[[0,6],[1,4],[2,4],[3,3],[4,6],[5,10],[6,4],[7,1],[8,3],[9,1],[10,2],[11,"null"],[12,"null"],[13,1],[14,5],[15,5],[16,14],[17,7],[18,19],[19,4],[20,14],[21,5],[22,5],[23,5]]}},{"text":"%spark.sql\n","dateUpdated":"2016-11-03T22:29:14+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{},"map":{"baseMapType":"Streets","isOnline":true,"pinCols":[]}},"enabled":true},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1478212154235_1887685600","id":"20161103-222914_-2051493041","dateCreated":"2016-11-03T22:29:14+0000","status":"READY","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:3089"}],"name":"Facebook","id":"2C1UCGJ6B","angularObjects":{"2BZSGP64E:shared_process":[],"2C11GJPUU:shared_process":[],"2C25PARTG:shared_process":[],"2C1HVYWR3:shared_process":[],"2BZ3CTMTS:shared_process":[],"2C2PVH545:shared_process":[],"2BZ3ZGZUY:shared_process":[],"2C2SEJUQU:shared_process":[],"2C1J6QAE5:shared_process":[],"2C2JHZDZ1:shared_process":[],"2BZMKS4AP:shared_process":[],"2C2TG2J4F:shared_process":[],"2C1EAFPNM:shared_process":[],"2C3CHHKTM:shared_process":[],"2C2KQ3Q5S:shared_process":[],"2BYVC3BSF:shared_process":[],"2C3DG9DW4:shared_process":[],"2BZUP1Q6X:shared_process":[]},"config":{"looknfeel":"default"},"info":{}}