Demonstrate how Apache Hive on HDP Sandbox can help retailer get a single view of a product by combining data from different sources and run interative queries against the data. In this case, the data sources are:
\nNote: this is a simplified version of the demo. A more realistic self-lab of this content is available that:
\nMore details available at https://github.com/abajwa-hw/single-view-demo
\n"},"dateCreated":"2016-01-13T01:47:43+0000","dateStarted":"2016-01-25T03:51:07+0000","dateFinished":"2016-01-25T03:51:12+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1701"},{"text":"%md\n#### 1. Pre-requisites\nBefore running this notebook:\n1. *Not required on HDP Sandbox as it already has these set*\nEnable [Hive transactions](https://cwiki.apache.org/confluence/display/Hive/Hive+Transactions) by setting below via Ambari > Hive > Config:\n```\nhive.support.concurrency = true\nhive.enforce.bucketing = true \nhive.exec.dynamic.partition.mode = nonstrict\nhive.txn.manager = org.apache.hadoop.hive.ql.lockmgr.DbTxnManager\nhive.compactor.initiator.on = true\n```\n2. Run below as root to give zeppelin sudo priviledge\n```\necho \"zeppelin ALL=(ALL) NOPASSWD: ALL\" >> /etc/sudoers\n```\n3. Run below to enable zeppelin to log in to postgres\n```\necho \"host all all 127.0.0.1/32 md5\" >> /var/lib/pgsql/data/pg_hba.conf\n```","dateUpdated":"2016-01-25T04:41:25+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452692927804_-169433992","id":"20160113-134847_777473592","result":{"code":"SUCCESS","type":"HTML","msg":"Before running this notebook:
\nhive.support.concurrency = true\nhive.enforce.bucketing = true \nhive.exec.dynamic.partition.mode = nonstrict\nhive.txn.manager = org.apache.hadoop.hive.ql.lockmgr.DbTxnManager\nhive.compactor.initiator.on = true\necho \"zeppelin ALL=(ALL) NOPASSWD: ALL\" >> /etc/sudoers\necho \"host all all 127.0.0.1/32 md5\" >> /var/lib/pgsql/data/pg_hba.conf\nDemonstrate how to bulk import retail data from EDW/RDBMS into Hive and then incrementally keep the Hive tables periodically updated
\n"},"dateCreated":"2016-01-15T04:04:08+0000","dateStarted":"2016-01-15T04:05:15+0000","dateFinished":"2016-01-15T04:05:15+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1710"},{"title":"Check access to Postgres tables from sqoop","text":"%sh\nsqoop list-tables --connect jdbc:postgresql://localhost:5432/contoso --username zeppelin --password zeppelin -- schema contoso ","dateUpdated":"2016-01-14T08:12:45+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/sh","title":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452694284511_-957637824","id":"20160113-141124_1982574845","result":{"code":"SUCCESS","type":"TEXT","msg":"Warning: /usr/hdp/2.3.2.0-2950/accumulo does not exist! Accumulo imports will fail.\nPlease set $ACCUMULO_HOME to the root of your Accumulo installation.\n16/01/14 20:12:48 INFO sqoop.Sqoop: Running Sqoop version: 1.4.6.2.3.2.0-2950\n16/01/14 20:12:48 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.\n16/01/14 20:12:48 INFO manager.SqlManager: Using default fetchSize of 1000\nSLF4J: Class path contains multiple SLF4J bindings.\nSLF4J: Found binding in [jar:file:/usr/hdp/2.3.2.0-2950/hadoop/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]\nSLF4J: Found binding in [jar:file:/usr/hdp/2.3.2.0-2950/zookeeper/lib/slf4j-log4j12-1.6.1.jar!/org/slf4j/impl/StaticLoggerBinder.class]\nSLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.\nSLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory]\nfactstrategyplan\nfactsalesquota\nfactsales\nfactonlinesales\nfactitsla\nfactitmachine\nfactinventory\nfactexchangerate\ndimstore\ndimsalesterritory\n"},"dateCreated":"2016-01-13T02:11:24+0000","dateStarted":"2016-01-14T08:12:45+0000","dateFinished":"2016-01-14T08:12:48+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1711"},{"title":"Make sure hive is started and Up","text":"%sh\nexport SERVICE=HIVE\nexport PASSWORD=admin\nexport AMBARI_HOST=localhost\nexport CLUSTER=Sandbox\n\ncurl -u admin:$PASSWORD -i -H 'X-Requested-By: ambari' -X PUT -d '{\"RequestInfo\": {\"context\" :\"Start Hive via REST\"}, \"Body\": {\"ServiceInfo\": {\"state\": \"STARTED\"}}}' http://$AMBARI_HOST:8080/api/v1/clusters/$CLUSTER/services/$SERVICE","dateUpdated":"2016-01-14T08:12:53+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/sh","title":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452695067865_1445807000","id":"20160113-142427_1944290859","result":{"code":"SUCCESS","type":"TEXT","msg":" % Total % Received % Xferd Average Speed Time Time Time Current\n Dload Upload Total Spent Left Speed\n\r 0 0 0 0 0 98 0 39247 --:--:-- --:--:-- --:--:-- 39247\r235 137 137 137 0 98 311 222 --:--:-- --:--:-- --:--:-- 89\nHTTP/1.1 202 Accepted\r\nUser: admin\r\nSet-Cookie: AMBARISESSIONID=u9ljzeyu9p0of9xrlaty3ne0;Path=/;HttpOnly\r\nExpires: Thu, 01 Jan 1970 00:00:00 GMT\r\nContent-Type: text/plain\r\nVary: Accept-Encoding, User-Agent\r\nContent-Length: 137\r\nServer: Jetty(8.1.17.v20150415)\r\n\r\n{\n \"href\" : \"http://localhost:8080/api/v1/clusters/Sandbox/requests/45\",\n \"Requests\" : {\n \"id\" : 45,\n \"status\" : \"Accepted\"\n }\n}"},"dateCreated":"2016-01-13T02:24:27+0000","dateStarted":"2016-01-14T08:12:53+0000","dateFinished":"2016-01-14T08:12:55+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1712"},{"title":"bulk load Tables from Psql into Hive","text":"%sh\nsqoop import-all-tables --username zeppelin --password zeppelin --connect jdbc:postgresql://localhost:5432/contoso --hive-import --direct","dateUpdated":"2016-01-14T10:11:48+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/sh","title":true,"editorHide":false,"tableHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452694458755_-702905048","id":"20160113-141418_435147104","result":{"code":"SUCCESS","type":"TEXT","msg":"Warning: /usr/hdp/2.3.2.0-2950/accumulo does not exist! Accumulo imports will fail.\nPlease set $ACCUMULO_HOME to the root of your Accumulo installation.\n16/01/14 20:14:23 INFO sqoop.Sqoop: Running Sqoop version: 1.4.6.2.3.2.0-2950\n16/01/14 20:14:23 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.\n16/01/14 20:14:23 INFO tool.BaseSqoopTool: Using Hive-specific delimiters for output. You can override\n16/01/14 20:14:23 INFO tool.BaseSqoopTool: delimiters with --fields-terminated-by, etc.\n16/01/14 20:14:24 INFO manager.SqlManager: Using default fetchSize of 1000\nSLF4J: Class path contains multiple SLF4J bindings.\nSLF4J: Found binding in [jar:file:/usr/hdp/2.3.2.0-2950/hadoop/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]\nSLF4J: Found binding in [jar:file:/usr/hdp/2.3.2.0-2950/zookeeper/lib/slf4j-log4j12-1.6.1.jar!/org/slf4j/impl/StaticLoggerBinder.class]\nSLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.\nSLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory]\n16/01/14 20:14:24 INFO tool.CodeGenTool: Beginning code generation\n16/01/14 20:14:24 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM \"factstrategyplan\" AS t LIMIT 1\n16/01/14 20:14:24 INFO orm.CompilationManager: HADOOP_MAPRED_HOME is /usr/hdp/2.3.2.0-2950/hadoop-mapreduce\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factstrategyplan.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n16/01/14 20:14:26 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factstrategyplan.jar\n16/01/14 20:14:26 INFO manager.DirectPostgresqlManager: Beginning psql fast path import\n16/01/14 20:14:26 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM \"factstrategyplan\" AS t LIMIT 1\n16/01/14 20:14:26 INFO manager.DirectPostgresqlManager: Copy command is COPY (SELECT \"strategyplankey\", \"datekey\", \"entitykey\", \"scenariokey\", \"accountkey\", \"currencykey\", \"productcategorykey\", \"amount\", \"etlloadid\", \"loaddate\", \"updatedate\" FROM \"factstrategyplan\" WHERE 1=1) TO STDOUT WITH DELIMITER E'\\1' CSV ;\n16/01/14 20:14:26 INFO manager.DirectPostgresqlManager: Performing import of table factstrategyplan from database contoso\n16/01/14 20:14:43 INFO manager.DirectPostgresqlManager: Transfer loop complete.\n16/01/14 20:14:43 INFO manager.DirectPostgresqlManager: Transferred 233.7275 MB in 15.6707 seconds (14.9149 MB/sec)\n16/01/14 20:14:43 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM \"factstrategyplan\" AS t LIMIT 1\n16/01/14 20:14:43 WARN hive.TableDefWriter: Column datekey had to be cast to a less precise type in Hive\n16/01/14 20:14:43 WARN hive.TableDefWriter: Column loaddate had to be cast to a less precise type in Hive\n16/01/14 20:14:43 WARN hive.TableDefWriter: Column updatedate had to be cast to a less precise type in Hive\n16/01/14 20:14:43 INFO hive.HiveImport: Loading uploaded data into Hive\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 22.942 seconds\nLoading data to table default.factstrategyplan\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factstrategyplan/part-m-00000': User does not belong to hdfs\nTable default.factstrategyplan stats: [numFiles=1, totalSize=245081057]\nOK\nTime taken: 3.801 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factsalesquota.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 7.586 seconds\nLoading data to table default.factsalesquota\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factsalesquota/part-m-00000': User does not belong to hdfs\nTable default.factsalesquota stats: [numFiles=1, totalSize=837357737]\nOK\nTime taken: 2.545 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factsales.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 7.485 seconds\nLoading data to table default.factsales\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factsales/part-m-00000': User does not belong to hdfs\nTable default.factsales stats: [numFiles=1, totalSize=416567244]\nOK\nTime taken: 2.348 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factonlinesales.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 7.692 seconds\nLoading data to table default.factonlinesales\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factonlinesales/part-m-00000': User does not belong to hdfs\nTable default.factonlinesales stats: [numFiles=1, totalSize=1329211372]\nOK\nTime taken: 2.249 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factitsla.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 7.315 seconds\nLoading data to table default.factitsla\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factitsla/part-m-00000': User does not belong to hdfs\nTable default.factitsla stats: [numFiles=1, totalSize=601437]\nOK\nTime taken: 2.494 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factitmachine.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 6.688 seconds\nLoading data to table default.factitmachine\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factitmachine/part-m-00000': User does not belong to hdfs\nTable default.factitmachine stats: [numFiles=1, totalSize=2554017]\nOK\nTime taken: 2.187 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factinventory.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 7.35 seconds\nLoading data to table default.factinventory\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factinventory/part-m-00000': User does not belong to hdfs\nTable default.factinventory stats: [numFiles=1, totalSize=837566319]\nOK\nTime taken: 2.557 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/factexchangerate.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 6.813 seconds\nLoading data to table default.factexchangerate\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/factexchangerate/part-m-00000': User does not belong to hdfs\nTable default.factexchangerate stats: [numFiles=1, totalSize=64207]\nOK\nTime taken: 3.282 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/dimstore.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 7.574 seconds\nLoading data to table default.dimstore\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/dimstore/part-m-00000': User does not belong to hdfs\nTable default.dimstore stats: [numFiles=1, totalSize=74041]\nOK\nTime taken: 2.729 seconds\nNote: /tmp/sqoop-zeppelin/compile/ce337b759b5886e936a3b8fd3215b457/dimsalesterritory.java uses or overrides a deprecated API.\nNote: Recompile with -Xlint:deprecation for details.\n\nLogging initialized using configuration in jar:file:/usr/hdp/2.3.2.0-2950/hive/lib/hive-common-1.2.1.2.3.2.0-2950.jar!/hive-log4j.properties\nOK\nTime taken: 6.971 seconds\nLoading data to table default.dimsalesterritory\nchgrp: changing ownership of 'hdfs://sandbox.hortonworks.com:8020/apps/hive/warehouse/dimsalesterritory/part-m-00000': User does not belong to hdfs\nTable default.dimsalesterritory stats: [numFiles=1, totalSize=37551]\nOK\nTime taken: 2.436 seconds\n"},"dateCreated":"2016-01-13T02:14:18+0000","dateStarted":"2016-01-14T08:14:21+0000","dateFinished":"2016-01-14T08:22:34+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1713"},{"text":"%md\nThe above may run for a 5-10 minutes, but you can track the jobs using the Resource Manager UI e.g. [http://sandbox.hortonworks.com:8088/cluster](http://sandbox.hortonworks.com:8088/cluster)","dateUpdated":"2016-01-13T02:38:31+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452694720308_80426744","id":"20160113-141840_578470232","result":{"code":"SUCCESS","type":"HTML","msg":"The above may run for a 5-10 minutes, but you can track the jobs using the Resource Manager UI e.g. http://sandbox.hortonworks.com:8088/cluster
\n"},"dateCreated":"2016-01-13T02:18:40+0000","dateStarted":"2016-01-13T02:38:28+0000","dateFinished":"2016-01-13T02:38:28+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1714"},{"title":"Confirm Staging tables created in hive (text format)","text":"%hive\nshow tables","dateUpdated":"2016-01-14T08:22:47+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[{"name":"tab_name","index":0,"aggr":"sum"}],"values":[],"groups":[],"scatter":{"xAxis":{"name":"tab_name","index":0,"aggr":"sum"}}},"editorMode":"ace/mode/scala","title":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452695332731_-1432713536","id":"20160113-142852_416527267","result":{"code":"SUCCESS","type":"TABLE","msg":"tab_name\ndimsalesterritory\t\ndimstore\t\nfactexchangerate\t\nfactinventory\t\nfactitmachine\t\nfactitsla\t\nfactonlinesales\t\nfactsales\t\nfactsalesquota\t\nfactstrategyplan\t\nsample_07\t\nsample_08\t\n","comment":"","msgTable":[[{"value":"dimsalesterritory"},{"value":""}],[{"value":"dimstore"},{"value":""}],[{"value":"factexchangerate"},{"value":""}],[{"value":"factinventory"},{"value":""}],[{"value":"factitmachine"},{"value":""}],[{"value":"factitsla"},{"value":""}],[{"value":"factonlinesales"},{"value":""}],[{"value":"factsales"},{"value":""}],[{"value":"factsalesquota"},{"value":""}],[{"value":"factstrategyplan"},{"value":""}],[{"value":"sample_07"},{"value":""}],[{"value":"sample_08"},{"value":""}]],"columnNames":[{"name":"tab_name","index":0,"aggr":"sum"}],"rows":[["dimsalesterritory",""],["dimstore",""],["factexchangerate",""],["factinventory",""],["factitmachine",""],["factitsla",""],["factonlinesales",""],["factsales",""],["factsalesquota",""],["factstrategyplan",""],["sample_07",""],["sample_08",""]]},"dateCreated":"2016-01-13T02:28:52+0000","dateStarted":"2016-01-14T08:22:47+0000","dateFinished":"2016-01-14T08:22:54+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1715"},{"title":"Create final table for FactSales (ORC format)","text":"%hive\nCREATE TABLE `factsales_final` (\n`SalesKey` int ,\n`DateKey` timestamp , \n`channelKey` int , \n`StoreKey` int,\n`ProductKey` int,\n`PromotionKey` int,\n`CurrencyKey` int,\n`UnitCost` float,\n`UnitPrice` float,\n`SalesQuantity` int , \n`ReturnQuantity` int,\n`ReturnAmount` float,\n`DiscountQuantity` int,\n`DiscountAmount` float,\n`TotalCost` float,\n`SalesAmount` float,\n`ETLLoadID` int,\n`LoadDate` timestamp , \n`UpdateDate` timestamp \n )\nclustered by (saleskey) into 7 buckets\nstored as orc\nTBLPROPERTIES ('transactional'='true')","dateUpdated":"2016-01-14T08:23:05+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","title":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452696217466_-888442151","id":"20160113-144337_1561070436","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T02:43:37+0000","dateStarted":"2016-01-14T08:23:05+0000","dateFinished":"2016-01-14T08:23:10+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1716"},{"title":"populate FactSales final table (from staging)","text":"%hive\ninsert into factsales_final select * from factsales","dateUpdated":"2016-01-14T08:23:17+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","title":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452696443249_-317769231","id":"20160113-144723_1682335578","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T02:47:23+0000","dateStarted":"2016-01-14T08:23:17+0000","dateFinished":"2016-01-14T08:24:57+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1717"},{"text":"%md\n\n#### Incremental import of data into Hive from RDBMS\n\nNow that we did the one time bulk import, next we will setup an incremental sqoop job\n\nFirst we create password file containing zeppelin user's PostGres password in HDFS. This is done to allow invocations of the job to be automated/scheduled (without having to manually pass the password )","dateUpdated":"2016-01-13T02:52:58+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452696502670_1134965995","id":"20160113-144822_432127701","result":{"code":"SUCCESS","type":"HTML","msg":"Now that we did the one time bulk import, next we will setup an incremental sqoop job
\nFirst we create password file containing zeppelin user's PostGres password in HDFS. This is done to allow invocations of the job to be automated/scheduled (without having to manually pass the password )
\n"},"dateCreated":"2016-01-13T02:48:22+0000","dateStarted":"2016-01-13T02:52:56+0000","dateFinished":"2016-01-13T02:52:56+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1718"},{"text":"%sh\n# use -n to ensure newline is not added\necho -n \"zeppelin\" > .password\nhadoop fs -put .password /user/zeppelin/\nrm .password","dateUpdated":"2016-01-14T08:25:35+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/sh","enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452696776580_402002371","id":"20160113-145256_1142575263","result":{"code":"SUCCESS","type":"TEXT","msg":""},"dateCreated":"2016-01-13T02:52:56+0000","dateStarted":"2016-01-14T08:25:35+0000","dateFinished":"2016-01-14T08:25:45+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1719"},{"text":"%md\nCreate incremental import sqoop job for factsales table and point it as below: \n - --table: table the job is for (i.e. factsales)\n - --password-file: the HDFS location of the password file\n - --incremental: lastmodified (we want to use lastmodified logic to find delta records)\n - --check-column: specify which column that will be used to determine which delta records will be picked up (in this case, records whose updatedate column value is later than 2015-01-01 will be picked up)\n - see [Sqoop documentation on incremental imports](https://sqoop.apache.org/docs/1.4.2/SqoopUserGuide.html#_incremental_imports) for more details\n","dateUpdated":"2016-01-13T02:54:56+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452696816210_942836731","id":"20160113-145336_1316404593","result":{"code":"SUCCESS","type":"HTML","msg":"Create incremental import sqoop job for factsales table and point it as below:
\nIn Hive, move data from staging table to final table
\nCheck the updated date on the records in final table in Hive to confirm the updatedate column was updated to 2016-01-01
\n"},"dateCreated":"2016-01-13T03:13:18+0000","dateStarted":"2016-01-13T03:17:31+0000","dateFinished":"2016-01-13T03:17:31+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1730"},{"text":"%hive\nselect * from factsales_final where saleskey in (1,2)","dateUpdated":"2016-01-14T08:29:42+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452698183248_1147103339","id":"20160113-151623_1092942102","result":{"code":"SUCCESS","type":"TABLE","msg":"factsales_final.saleskey\tfactsales_final.datekey\tfactsales_final.channelkey\tfactsales_final.storekey\tfactsales_final.productkey\tfactsales_final.promotionkey\tfactsales_final.currencykey\tfactsales_final.unitcost\tfactsales_final.unitprice\tfactsales_final.salesquantity\tfactsales_final.returnquantity\tfactsales_final.returnamount\tfactsales_final.discountquantity\tfactsales_final.discountamount\tfactsales_final.totalcost\tfactsales_final.salesamount\tfactsales_final.etlloadid\tfactsales_final.loaddate\tfactsales_final.updatedate\n1\t2007-01-02 00:00:00.0\t1\t209\t956\t10\t1\t91.05000305175781\t198.0\t8\t0\t0.0\t1\t39.599998474121094\t728.4000244140625\t1544.4000244140625\t1\t2010-01-01 00:00:00.0\t2016-01-01 00:00:00.0\t\n2\t2007-02-12 00:00:00.0\t4\t308\t766\t2\t1\t10.149999618530273\t19.899999618530273\t4\t0\t0.0\t1\t0.9950000047683716\t40.599998474121094\t78.6050033569336\t1\t2010-01-01 00:00:00.0\t2016-01-01 00:00:00.0\t\n","comment":"","msgTable":[[{"key":"factsales_final.datekey","value":"1"},{"key":"factsales_final.datekey","value":"2007-01-02 00:00:00.0"},{"key":"factsales_final.datekey","value":"1"},{"key":"factsales_final.datekey","value":"209"},{"key":"factsales_final.datekey","value":"956"},{"key":"factsales_final.datekey","value":"10"},{"key":"factsales_final.datekey","value":"1"},{"key":"factsales_final.datekey","value":"91.05000305175781"},{"key":"factsales_final.datekey","value":"198.0"},{"key":"factsales_final.datekey","value":"8"},{"key":"factsales_final.datekey","value":"0"},{"key":"factsales_final.datekey","value":"0.0"},{"key":"factsales_final.datekey","value":"1"},{"key":"factsales_final.datekey","value":"39.599998474121094"},{"key":"factsales_final.datekey","value":"728.4000244140625"},{"key":"factsales_final.datekey","value":"1544.4000244140625"},{"key":"factsales_final.datekey","value":"1"},{"key":"factsales_final.datekey","value":"2010-01-01 00:00:00.0"},{"key":"factsales_final.datekey","value":"2016-01-01 00:00:00.0"},{"key":"factsales_final.datekey","value":""}],[{"key":"factsales_final.channelkey","value":"2"},{"key":"factsales_final.channelkey","value":"2007-02-12 00:00:00.0"},{"key":"factsales_final.channelkey","value":"4"},{"key":"factsales_final.channelkey","value":"308"},{"key":"factsales_final.channelkey","value":"766"},{"key":"factsales_final.channelkey","value":"2"},{"key":"factsales_final.channelkey","value":"1"},{"key":"factsales_final.channelkey","value":"10.149999618530273"},{"key":"factsales_final.channelkey","value":"19.899999618530273"},{"key":"factsales_final.channelkey","value":"4"},{"key":"factsales_final.channelkey","value":"0"},{"key":"factsales_final.channelkey","value":"0.0"},{"key":"factsales_final.channelkey","value":"1"},{"key":"factsales_final.channelkey","value":"0.9950000047683716"},{"key":"factsales_final.channelkey","value":"40.599998474121094"},{"key":"factsales_final.channelkey","value":"78.6050033569336"},{"key":"factsales_final.channelkey","value":"1"},{"key":"factsales_final.channelkey","value":"2010-01-01 00:00:00.0"},{"key":"factsales_final.channelkey","value":"2016-01-01 00:00:00.0"},{"key":"factsales_final.channelkey","value":""}]],"columnNames":[{"name":"factsales_final.saleskey","index":0,"aggr":"sum"},{"name":"factsales_final.datekey","index":1,"aggr":"sum"},{"name":"factsales_final.channelkey","index":2,"aggr":"sum"},{"name":"factsales_final.storekey","index":3,"aggr":"sum"},{"name":"factsales_final.productkey","index":4,"aggr":"sum"},{"name":"factsales_final.promotionkey","index":5,"aggr":"sum"},{"name":"factsales_final.currencykey","index":6,"aggr":"sum"},{"name":"factsales_final.unitcost","index":7,"aggr":"sum"},{"name":"factsales_final.unitprice","index":8,"aggr":"sum"},{"name":"factsales_final.salesquantity","index":9,"aggr":"sum"},{"name":"factsales_final.returnquantity","index":10,"aggr":"sum"},{"name":"factsales_final.returnamount","index":11,"aggr":"sum"},{"name":"factsales_final.discountquantity","index":12,"aggr":"sum"},{"name":"factsales_final.discountamount","index":13,"aggr":"sum"},{"name":"factsales_final.totalcost","index":14,"aggr":"sum"},{"name":"factsales_final.salesamount","index":15,"aggr":"sum"},{"name":"factsales_final.etlloadid","index":16,"aggr":"sum"},{"name":"factsales_final.loaddate","index":17,"aggr":"sum"},{"name":"factsales_final.updatedate","index":18,"aggr":"sum"}],"rows":[["1","2007-01-02 00:00:00.0","1","209","956","10","1","91.05000305175781","198.0","8","0","0.0","1","39.599998474121094","728.4000244140625","1544.4000244140625","1","2010-01-01 00:00:00.0","2016-01-01 00:00:00.0",""],["2","2007-02-12 00:00:00.0","4","308","766","2","1","10.149999618530273","19.899999618530273","4","0","0.0","1","0.9950000047683716","40.599998474121094","78.6050033569336","1","2010-01-01 00:00:00.0","2016-01-01 00:00:00.0",""]]},"dateCreated":"2016-01-13T03:16:23+0000","dateStarted":"2016-01-14T08:29:42+0000","dateFinished":"2016-01-14T08:29:46+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1731"},{"text":"%md\n#### 2. complete\n\nAt this point we have shown how you can bulk import data from EDW/RDBMS into Hive and then incrementally keep the Hive tables periodically updated","dateUpdated":"2016-01-15T04:05:50+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452698189856_-1407629358","id":"20160113-151629_1265697908","result":{"code":"SUCCESS","type":"HTML","msg":"At this point we have shown how you can bulk import data from EDW/RDBMS into Hive and then incrementally keep the Hive tables periodically updated
\n"},"dateCreated":"2016-01-13T03:16:29+0000","dateStarted":"2016-01-15T04:05:47+0000","dateFinished":"2016-01-15T04:05:48+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1732"},{"text":"%md\n#### Step 3. and 4.: Ingest product-related tweets and weblogs into HDFS via Nifi\n\na) Follow steps below to install Nifi via Ambari, monitor certain tweets and push to HDFS, Hive and Solr:\n\n- Download Nifi Ambari service folder\n```\nVERSION=`hdp-select status hadoop-client | sed 's/hadoop-client - \\([0-9]\\.[0-9]\\).*/\\1/'`\nsudo git clone https://github.com/abajwa-hw/ambari-nifi-service.git /var/lib/ambari-server/resources/stacks/HDP/$VERSION/services/NIFI \nsudo service ambari restart\n```\n- To install Nifi, start the 'Install Wizard': Open Ambari (http://sandbox.hortonworks.com:8080) then:\nOn bottom left -> Actions -> Add service -> check NiFi server -> Next -> Next -> Change any config you like (e.g. install dir, port, setup_prebuilt or values in nifi.properties) -> Next -> Deploy. This will kick off the install which will run for 5-10min.\n\n- Now open Nifi webui (http://sandbox.hortonworks.com:9090)\n- Download prebuilt Single_view_demo.xml template to your laptop from [here](https://github.com/abajwa-hw/single-view-demo/raw/master/template/Single_view_demo.xml)\n- Import the Single_view_demo.xml template info Nifi\n- Fill out env specific configs e.g. your Twitter credentials (see note below)\n- Do not start the flows yet\n\n\nb) More detailed instructions on how to install Nifi on sandbox and import a template flow to ingest tweets available at [https://community.hortonworks.com/articles/1282/sample-hdfnifi-flow-to-push-tweets-into-solrbanana.html](https://community.hortonworks.com/articles/1282/sample-hdfnifi-flow-to-push-tweets-into-solrbanana.html)\n\nc) Note that to monitor tweets, Twitter requires you to have an account and obtain developer keys by registering an \"app\". Follow steps below to do this:\n- Create a Twitter account and app and get your consumer key/token and access keys/tokens:\n - Open https://apps.twitter.com \n - sign in\n - create new app\n - fill anything\n - create access tokens\n","dateUpdated":"2016-01-15T04:06:16+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452698326170_-1702767869","id":"20160113-151846_689314597","result":{"code":"SUCCESS","type":"HTML","msg":"a) Follow steps below to install Nifi via Ambari, monitor certain tweets and push to HDFS, Hive and Solr:
\nDownload Nifi Ambari service folder
\nVERSION=`hdp-select status hadoop-client | sed 's/hadoop-client - \\([0-9]\\.[0-9]\\).*/\\1/'`\nsudo git clone https://github.com/abajwa-hw/ambari-nifi-service.git /var/lib/ambari-server/resources/stacks/HDP/$VERSION/services/NIFI \nsudo service ambari restart\nTo install Nifi, start the 'Install Wizard': Open Ambari (http://sandbox.hortonworks.com:8080) then:\n
On bottom left -> Actions -> Add service -> check NiFi server -> Next -> Next -> Change any config you like (e.g. install dir, port, setup_prebuilt or values in nifi.properties) -> Next -> Deploy. This will kick off the install which will run for 5-10min.
Now open Nifi webui (http://sandbox.hortonworks.com:9090)
\nDownload prebuilt Single_view_demo.xml template to your laptop from here
\nImport the Single_view_demo.xml template info Nifi
\nFill out env specific configs e.g. your Twitter credentials (see note below)
\nDo not start the flows yet
\nb) More detailed instructions on how to install Nifi on sandbox and import a template flow to ingest tweets available at https://community.hortonworks.com/articles/1282/sample-hdfnifi-flow-to-push-tweets-into-solrbanana.html
\nc) Note that to monitor tweets, Twitter requires you to have an account and obtain developer keys by registering an “app”. Follow steps below to do this:
\nNow start the flows in Nifi using the play button to:
\nOnce data has started to flow into the tweets and weblog HDFS locations, lets:
\nNow lets run table level statistics on the tables we are interested in to improve query times
\n"},"dateCreated":"2016-01-13T09:43:53+0000","dateStarted":"2016-01-15T04:10:35+0000","dateFinished":"2016-01-15T04:10:36+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1743"},{"text":"%hive\nanalyze table tweets compute statistics","dateUpdated":"2016-01-13T10:21:14+0000","config":{"colWidth":4,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452717815305_-1694384342","id":"20160113-204335_1874970606","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T08:43:35+0000","dateStarted":"2016-01-13T10:21:14+0000","dateFinished":"2016-01-13T10:21:36+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1744"},{"text":"%hive\nanalyze table weblog compute statistics","dateUpdated":"2016-01-13T11:53:43+0000","config":{"colWidth":4,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452721373956_1663020451","id":"20160113-214253_1051568440","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T09:42:53+0000","dateStarted":"2016-01-13T11:53:43+0000","dateFinished":"2016-01-13T11:53:47+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1745"},{"text":"%hive\nanalyze table factsales_final compute statistics","dateUpdated":"2016-01-13T10:21:29+0000","config":{"colWidth":4,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452721472392_1433279385","id":"20160113-214432_1363478432","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T09:44:32+0000","dateStarted":"2016-01-13T10:21:37+0000","dateFinished":"2016-01-13T10:21:43+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1746"},{"text":"%md\nNext lets compute column statistics for the same tables","dateUpdated":"2016-01-13T10:22:04+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorHide":true,"enabled":true,"editorMode":"ace/mode/markdown"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452723689940_661502389","id":"20160113-222129_1782182444","result":{"code":"SUCCESS","type":"HTML","msg":"Next lets compute column statistics for the same tables
\n"},"dateCreated":"2016-01-13T10:21:29+0000","dateStarted":"2016-01-13T10:22:02+0000","dateFinished":"2016-01-13T10:22:05+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1747"},{"text":"%hive\nanalyze table tweets compute statistics for columns","dateUpdated":"2016-01-13T10:22:27+0000","config":{"colWidth":4,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452723717803_-2109413217","id":"20160113-222157_507284179","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T10:21:57+0000","dateStarted":"2016-01-13T10:22:27+0000","dateFinished":"2016-01-13T10:22:37+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1748"},{"text":"%hive\nanalyze table weblog compute statistics for columns","dateUpdated":"2016-01-13T11:53:48+0000","config":{"colWidth":4,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452723747762_-1218872755","id":"20160113-222227_1514449570","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T10:22:27+0000","dateStarted":"2016-01-13T11:53:48+0000","dateFinished":"2016-01-13T11:53:52+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1749"},{"text":"%hive\nanalyze table factsales_final compute statistics for columns","dateUpdated":"2016-01-13T10:23:10+0000","config":{"colWidth":4,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452723767145_-631699961","id":"20160113-222247_186145308","result":{"code":"ERROR","type":"TEXT","msg":"The query did not generate a result set!"},"dateCreated":"2016-01-13T10:22:47+0000","dateStarted":"2016-01-13T10:23:10+0000","dateFinished":"2016-01-13T10:24:12+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:1750"},{"text":"%md\n#### Step 5: Use Hive to correlate the data from different sources\n\n##### Query A: Top 10 most visited products","dateUpdated":"2016-01-15T03:45:14+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452723790574_-1153004072","id":"20160113-222310_1267394170","result":{"code":"SUCCESS","type":"HTML","msg":"TODO: further improvement to analyze paths of minimum length
\n"},"dateCreated":"2016-01-13T10:35:36+0000","dateStarted":"2016-01-13T10:46:14+0000","dateFinished":"2016-01-13T10:46:16+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1755"},{"text":"%hive\nselect web_path,count(1) as path_count\nfrom\n(select session,concat_ws(\"->\",collect_list(product)) as web_path\nfrom weblog group by session) table1\ngroup by web_path\norder by path_count desc","dateUpdated":"2016-01-15T04:11:04+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/scala","enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452725174403_1648549119","id":"20160113-224614_841055273","result":{"code":"SUCCESS","type":"TABLE","msg":"web_path\tpath_count\nAmazon Echo->Lenovo Yoga 3 14->Bose SoundLink Mini II->Microsoft Lumia 950->iPad Pro->Beats Powerbeats2 Wireless->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Netgear Arlo Smart Home Security->Nest Learning Thermostat->Roku 3 (2015)->Google Nexus 6->Nest Learning Thermostat Third Generation->Sony Xperia Z5 Premium->Fitbit Charge HR->Bose SoundLink Bluetooth Speaker III->Nikon D3300->Samsung SSD 850 Evo->Samsung UNJS8500 series->Nest Cam->Lenovo Yoga 900->Bose SoundLink Around-Ear Wireless Headphones II->Roku 2 (2015)->Vizio M series (2015)->Apple TV->Lenovo Yoga 900->Sony Alpha 6000 (ILCE-6000)->GoPro Hero3->Apple iPad Mini 4->UE Boom 2->Samsung Galaxy S6 Edge->SimpliSafe Home Security->Vizio E series (2015)->GoPro Hero4 Silver->TCL S3800 series (Roku TV->UE Boom 2->Samsung Galaxy Grand Prime->Sennheiser Momentum 2.0->Apple TV (2015)->Samsung Galaxy Grand Prime->Apple iPhone 6 Plus->Samsung Galaxy S4->Apple CarPlay->Apple MacBook Pro with Retina Display (13-inch->Bose SoundLink Around-Ear Wireless Headphones II->Samsung SSD 850 Evo->Jawbone Up2->iPhone 6S Plus->Apple TV (2015)\t1\t\nApple MacBook Pro with Retina Display (13-inch->Samsung Galaxy S5->Samsung Galaxy S5->Samsung Galaxy S6 Active->Sennheiser Momentum 2.0->Jawbone Up2->Beats Solo 2->Microsoft Xbox One->Fitbit Charge HR->Google Nexus 6->Vizio M series (2015)->Samsung Galaxy S6 Edge->BlackBerry Priv->Sennheiser HD 598->Google Nexus 5X->Samsung Galaxy S6 Edge+->Vizio SB4051-C0->Google Nexus 9->Samsung Gear S2->Samsung Galaxy Core Prime->Bose SoundLink Bluetooth Speaker III->Vizio E series (2015)->Samsung SSD 850 Evo->LG G4->Sony Xperia Z5 Premium->GoPro Hero4 Silver->SAMSUNG GALAXY NOTE 5->Apple MacBook Pro with Retina Display (13-inch->Jawbone Up2->Samsung Galaxy S5->Bose SoundLink Around-Ear Wireless Headphones II->Vizio SB4051-C0->TiVo Bolt->Samsung Galaxy Note 4->Samsung Galaxy S6 Edge+->TCL S3800 series (Roku TV->Lenovo Yoga 900->Amazon Echo->UE Boom 2->Samsung Galaxy S5\t1\t\nAsus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Samsung Galaxy S6 Edge+->Asus Chromebit->Sony Alpha 6000 (ILCE-6000)->Sennheiser HD 598->Google Nexus 6->Samsung Galaxy Core Prime->Samsung Galaxy Core Prime->Google Nexus 6->Samsung Galaxy S5->GoPro Hero4 Silver->iPad Pro->Google Nexus 6P->Apple Watch->Bose SoundLink Bluetooth Speaker III->JBL Charge 2+->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Apple Watch->Google Nexus 6->Beats Solo 2->Apple CarPlay->BlackBerry Priv->Samsung Gear VR (2015)->Samsung Galaxy S6 Active->LG G Stylo->Bose QuietComfort 25->TCL S3800 series (Roku TV->Roku 4->HP Spectre x360->Nest Learning Thermostat Third Generation->Samsung Galaxy Core Prime->Apple TV->Sony Alpha 6000 (ILCE-6000)->Bose QuietComfort 25->HP Stream 11->Sony Xperia Z5 Premium->SimpliSafe Home Security->Jawbone Up2->Motorola Droid Turbo 2->Apple iPhone 6S->Audio-Technica ATH-M50x->LG V10 (unlocked)->Samsung Galaxy S5->Bose SoundLink Mini II->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Samsung Galaxy S6->Apple iPhone 6S->Asus Chromebit->Google Nexus 9->Apple iPad Mini 4\t1\t\nBeats Powerbeats2 Wireless->LG EF9500 series->Lenovo Yoga 3 14->Bose SoundLink Around-Ear Wireless Headphones II->Vizio M series (2015)->Sennheiser HD 598->TCL FS4610R (Roku TV)->SimpliSafe Home Security->LG V10 (unlocked)->LG V10 (unlocked)->Bose SoundLink Bluetooth Speaker III->Roku 3 (2015)->Apple TV->Bose QuietComfort 25->Sony Xperia Z5->JBL Flip 3->Roku 2 (2015)->Lenovo Yoga 900->Amazon Kindle Paperwhite (2015)->Apple iPhone 5S->HTC One M9->Samsung Galaxy S4->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Apple Watch->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->GoPro Hero4 Silver->iPad Air 2->LG EF9500 series->Bose SoundLink Around-Ear Wireless Headphones II->Vizio M series (2015)->iPad Mini 2->HTC One M9->Apple iPhone 6S->Beats Solo 2->Apple MacBook (12-inch->Nikon D3300->TCL S3800 series (Roku TV->Samsung Galaxy S6 Edge->LG G Stylo->HTC One M9->Microsoft Surface Pro 3->Apple iPhone 6->Samsung Galaxy S4->iPad Pro->Apple iPhone 6S->Lenovo Yoga 900->Apple TV (2015)->JBL Charge 2+->Microsoft Xbox One->Chromecast Audio\t1\t\nBeats Solo 2->Chromecast Audio->Microsoft Surface Pro 3->Bose SoundLink Around-Ear Wireless Headphones II->Samsung Gear S2->Samsung Galaxy Core Prime->Sennheiser Momentum 2.0->Roku 2 (2015)->Chromecast Audio->Google Nexus 6P->Samsung Galaxy S5->Samsung UNJS8500 series->LG G3->Apple Watch->Ninja Coffee Bar->Google Nexus 6P->Samsung Galaxy Tab A 8.0->Apple MacBook Pro with Retina Display (13-inch->Samsung Galaxy S5->Apple CarPlay->Apple iPhone 5->Apple iPhone 5->Vizio M series (2015)->Beats Solo 2->HP Spectre x360->iPad Air 2->iPad Pro->Amazon Echo->Bose SoundLink Bluetooth Speaker III->Sennheiser HD 598->Amazon Echo->Samsung Galaxy S6->Apple iPhone 6S->Apple TV->JBL Charge 2+->Fitbit Charge HR->LG V10 (unlocked)->iPad Pro->Roku 4->LG EF9500 series->Vizio E series (2015)->Apple iPhone 6->Motorola Droid Turbo 2->LG G Stylo->Sony Xperia Z5->Sony Alpha 6000 (ILCE-6000)->Microsoft Surface Pro 3->Samsung Galaxy Tab A 8.0->Apple CarPlay\t1\t\nBlackBerry Priv->SAMSUNG GALAXY NOTE 5->HP Spectre x360->iPad Mini 2->Samsung Gear S2->Amazon Kindle Paperwhite (2015)->Vizio SB4051-C0->Apple MacBook Pro with Retina Display (13-inch->Roku 3 (2015)->Nest Learning Thermostat Third Generation->Samsung Galaxy S6 Active->iPad Air 2->Apple TV (2015)->BlackBerry Priv->Beats Studio Wireless Headphones->Samsung UNJU7100 series->LG EF9500 series->Lenovo Yoga 3 14->Bose SoundLink Bluetooth Speaker III->Samsung Galaxy S5->Apple MacBook Pro with Retina Display (13-inch->Samsung UNJS8500 series->iPad Air 2->Fitbit Charge HR->Beats Powerbeats2 Wireless->Vizio SB4051-C0->Beats Studio Wireless Headphones->Beats Solo 2->Apple Watch->iPad Mini 2->Bose QuietComfort 25->TCL FS4610R (Roku TV)->Roku 2 (2015)->SAMSUNG GALAXY NOTE 5->Apple TV->Bose SoundLink Bluetooth Speaker III->iPad Pro->Asus Chromebit->Samsung Galaxy Grand Prime->Nest Learning Thermostat->Fitbit Charge HR->TiVo Bolt->Google Nexus 5X->Beats Studio Wireless Headphones->Lenovo Yoga 3 14->Sennheiser Momentum 2.0->Google Nexus 6P\t1\t\nBose SoundLink Bluetooth Speaker III->Google Nexus 9->Apple iPhone 5S->Sony Alpha 6000 (ILCE-6000)->GoPro Hero4 Silver->LG G3->Sony Alpha 6000 (ILCE-6000)->Samsung Galaxy S4->Bose SoundLink Mini II->HTC One M9->Audio-Technica ATH-M50x->Bose SoundLink Mini II->Amazon Echo->Roku 2 (2015)->iPad Mini 2->HP Stream 11->Apple TV (2015)->Samsung UNJS8500 series->Apple iPhone 6 Plus->Apple iPhone 5->Microsoft Lumia 950->Microsoft Surface Book->Apple TV->Amazon Kindle Paperwhite (2015)->Netgear Arlo Smart Home Security->Microsoft Surface Pro 3->Vizio E series (2015)->Apple MacBook Air (13-inch->Nest Learning Thermostat->Google Nexus 5X->Ninja Coffee Bar->Bose SoundLink Around-Ear Wireless Headphones II->LG G Stylo->Samsung Galaxy S6 Edge+->iPhone 6S Plus->Bose QuietComfort 25->Apple MacBook Air (13-inch->Lenovo Yoga 3 14\t1\t\nBose SoundLink Bluetooth Speaker III->JBL Flip 3->Google Nexus 6P->Apple CarPlay->Google Nexus 9->Apple TV->Roku 2 (2015)->Beats Solo 2->Jawbone Up2->Samsung Galaxy S6->Samsung Galaxy S6 Edge->Amazon Kindle Paperwhite (2015)->Apple CarPlay->TCL FS4610R (Roku TV)->HP Stream 11->Samsung Galaxy Note 4->Samsung Galaxy S6 Edge+->Apple MacBook Pro with Retina Display (13-inch->Vizio M series (2015)->LG G Stylo->Microsoft Xbox One->Microsoft Xbox One->Vizio E series (2015)->Microsoft Surface Pro 3->Roku 3 (2015)->Samsung Galaxy S4->Audio-Technica ATH-M50x->Microsoft Surface Pro 4->Samsung UNJS8500 series->Nest Cam->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Apple TV (2015)->Ninja Coffee Bar->Jawbone Up2\t1\t\nDyson v6->Microsoft Surface Pro 4->iPad Air 2->LG G4->Samsung Galaxy Tab S2->Samsung SSD 850 Evo->JBL Charge 2+->Apple iPhone 5S->Lenovo Yoga 900->Ninja Coffee Bar->TCL S3800 series (Roku TV->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Beats Powerbeats2 Wireless->BlackBerry Priv->Samsung Galaxy Core Prime->Vizio M series (2015)->Samsung Galaxy S6 Edge->Vizio E series (2015)->Roku 4->Apple iPhone 6 Plus->Apple iPad Mini 4->HTC One M9->Roku 4->Apple iPhone 6S->Lenovo Yoga 3 14->Apple iPhone 6 Plus->GoPro Hero3->Samsung Galaxy Grand Prime->LG G Stylo->Roku 2 (2015)->JBL Charge 2+->Beats Studio Wireless Headphones->TCL S3800 series (Roku TV->Ninja Coffee Bar->HTC One M9->Vizio SB4051-C0->Bose SoundLink Mini II->Microsoft Surface Book->BlackBerry Priv->Sony Alpha 6000 (ILCE-6000)->Samsung UNJS8500 series->Sennheiser Momentum 2.0\t1\t\nGoPro Hero4 Silver->Apple iPhone 5->Vizio M series (2015)->Jawbone Up2->Asus Chromebit->Google Nexus 6->JBL Charge 2+->Sennheiser Momentum 2.0->Samsung SSD 850 Evo->TCL FS4610R (Roku TV)->Apple TV->Google Nexus 5X->Chromecast Audio->TCL FS4610R (Roku TV)->Jawbone Up2->Vizio E series (2015)->Bose SoundLink Around-Ear Wireless Headphones II->Apple TV (2015)->Roku 2 (2015)->Bose SoundLink Mini II->Samsung UNJS8500 series->Jawbone Up2->Lenovo Yoga 900->GoPro Hero3->Microsoft Surface Pro 3->HP Spectre x360->HP Stream 11->Amazon Kindle Paperwhite (2015)->Apple TV (2015)->Samsung Galaxy Tab A 8.0->Apple CarPlay->TiVo Bolt->GoPro Hero4 Silver->Google Nexus 6->Nikon D3300->Google Nexus 6->Google Nexus 9->JBL Flip 3->SimpliSafe Home Security->Apple iPhone 6S->SAMSUNG GALAXY NOTE 5->Ninja Coffee Bar\t1\t\nGoogle Nexus 6P->Apple Watch->LG G3->HP Spectre x360->Samsung UNJS8500 series->Vizio E series (2015)->Beats Solo 2->LG G3->Audio-Technica ATH-M50x->Ninja Coffee Bar->Apple iPhone 5S->Samsung Gear VR (2015)->JBL Charge 2+->Samsung SSD 850 Evo->Apple iPhone 5->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->HP Spectre x360->Vizio E series (2015)->Lenovo Yoga 3 14->Google Nexus 6->Google Nexus 6P->Samsung UNJS8500 series->Amazon Echo->Audio-Technica ATH-M50x->Samsung Galaxy S5->Microsoft Surface Book->LG V10 (unlocked)->Vizio M series (2015)->Samsung SSD 850 Evo->Samsung Galaxy Tab A 8.0->LG G Stylo->Nest Cam->Apple Watch->Apple iPhone 6 Plus->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Google Nexus 9->BlackBerry Priv->Google Nexus 5X->Nest Learning Thermostat Third Generation\t1\t\nGoogle Nexus 6P->Nikon D3300->LG G3->Vizio SB4051-C0->Microsoft Surface Pro 3->Samsung UNJS8500 series->Microsoft Surface Pro 3->Bose SoundLink Bluetooth Speaker III->Sony Xperia Z5 Premium->Sony Alpha 6000 (ILCE-6000)->Bose SoundLink Mini II->Apple TV->Microsoft Surface Pro 4->HP Spectre x360->Vizio E series (2015)->LG G4->HP Spectre x360->LG G3->JBL Charge 2+->Sennheiser Momentum 2.0->Samsung Galaxy Note 4->TiVo Bolt->Nest Cam->SimpliSafe Home Security->LG V10 (unlocked)->Samsung Galaxy Grand Prime->Google Nexus 6P->Dyson v6->Apple iPhone 6 Plus->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router\t1\t\nHTC One M9->Roku 3 (2015)->iPad Pro->Beats Powerbeats2 Wireless->SimpliSafe Home Security->Sony Alpha 6000 (ILCE-6000)->TCL S3800 series (Roku TV->Google Nexus 6P->Bose SoundLink Bluetooth Speaker III->Apple iPad Mini 4->Fitbit Charge HR->Apple iPhone 5S->Apple TV (2015)->Samsung Galaxy S6 Edge+->Apple iPhone 6 Plus->Jawbone Up2->iPad Pro->Sony Xperia Z5->Samsung Galaxy S6->HTC One M9->Microsoft Surface Book->Apple MacBook (12-inch->Sennheiser Momentum 2.0->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Roku 4->Apple Watch->TCL S3800 series (Roku TV->Amazon Echo->Google Nexus 9->Apple iPhone 6 Plus->Apple TV (2015)->Lenovo Yoga 900->Apple MacBook Pro with Retina Display (13-inch\t1\t\nLG G3->Beats Studio Wireless Headphones->Audio-Technica ATH-M50x->iPad Air 2->Lenovo Yoga 3 14->Apple MacBook Air (13-inch->Beats Solo 2->Nikon D3300->SAMSUNG GALAXY NOTE 5->Google Nexus 6->Samsung Galaxy Tab A 8.0->Beats Powerbeats2 Wireless->HP Stream 11->Bose SoundLink Bluetooth Speaker III->iPad Air 2->Sony Xperia Z5 Premium->Vizio E series (2015)->Apple iPhone 5S->Jawbone Up2->Roku 2 (2015)->Apple CarPlay->Microsoft Surface Pro 3->Vizio SB4051-C0->Bose SoundLink Mini II->GoPro Hero3->Samsung Galaxy Note 4->Microsoft Surface Book->Google Nexus 5X->Amazon Kindle Paperwhite (2015)->Apple iPhone 6->Apple TV (2015)->Microsoft Surface Pro 4->Google Nexus 6P->Netgear Arlo Smart Home Security->Sony Xperia Z5->Samsung Gear S2->Samsung Gear VR (2015)->Roku 3 (2015)->GoPro Hero3->Microsoft Surface Pro 3->iPad Air 2->SimpliSafe Home Security->Apple MacBook Pro with Retina Display (13-inch->Yamaha YAS-203->iPad Mini 2\t1\t\nMicrosoft Surface Pro 4->Nikon D3300->Beats Powerbeats2 Wireless->Apple iPhone 5S->SimpliSafe Home Security->Bose SoundLink Bluetooth Speaker III->Microsoft Xbox One->Apple iPhone 6S->Lenovo Yoga 3 14->Amazon Kindle Paperwhite (2015)->JBL Flip 3->LG V10 (unlocked)->Yamaha YAS-203->UE Boom 2->LG G4->Fitbit Charge HR->Microsoft Surface Book->Jawbone Up2->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->iPhone 6S Plus->iPad Pro->Nest Learning Thermostat Third Generation->iPhone 6S Plus->Dyson v6->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Microsoft Lumia 950->Asus Chromebit->Apple Watch->Sony Alpha 6000 (ILCE-6000)->Vizio SB4051-C0->JBL Charge 2+->Samsung SSD 850 Evo->Apple MacBook Air (13-inch->Samsung Gear S2->Samsung Galaxy S4->iPad Mini 2->Apple MacBook (12-inch->Amazon Kindle Paperwhite (2015)->Fitbit Charge HR->LG G4->GoPro Hero4 Silver->Apple Watch->BlackBerry Priv\t1\t\nNest Learning Thermostat->Samsung Galaxy Note 4->Apple MacBook Pro with Retina Display (13-inch->Samsung Galaxy Core Prime->Jawbone Up2->Samsung Galaxy S6 Edge+->Vizio M series (2015)->Samsung UNJU7100 series->TiVo Bolt->Apple TV->Google Nexus 9->LG V10 (unlocked)->Sony Alpha 6000 (ILCE-6000)->Lenovo Yoga 3 14->Sennheiser Momentum 2.0->LG G Stylo->HTC One M9->iPhone 6S Plus->SimpliSafe Home Security->Ninja Coffee Bar->Samsung SSD 850 Evo->Amazon Echo->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Samsung Galaxy S5->Microsoft Surface Book->Samsung Galaxy S4->JBL Flip 3->iPhone 6S Plus->Samsung Galaxy S6->Sennheiser HD 598->Apple MacBook Air (13-inch->HP Stream 11->Nest Cam->Apple iPhone 6 Plus->SAMSUNG GALAXY NOTE 5->Samsung UNJU7100 series->Amazon Echo->Samsung Galaxy Note 4->iPhone 6S Plus->Samsung Gear VR (2015)->Sennheiser HD 598->Yamaha YAS-203->HTC One M9->Nest Learning Thermostat Third Generation->Microsoft Surface Pro 3->Google Nexus 9->Apple TV (2015)->Microsoft Xbox One\t1\t\nSamsung Galaxy Grand Prime->Bose SoundLink Bluetooth Speaker III->Apple TV->Beats Studio Wireless Headphones->SAMSUNG GALAXY NOTE 5->Samsung Galaxy Core Prime->Samsung Gear VR (2015)->HP Spectre x360->Apple iPhone 6->Apple iPhone 6 Plus->Samsung Galaxy S6->Samsung Galaxy S5->JBL Charge 2+->Samsung Galaxy Core Prime->Apple MacBook (12-inch->Nest Learning Thermostat->Nikon D3300->Bose SoundLink Mini II->Apple CarPlay->Bose SoundLink Bluetooth Speaker III->Samsung Gear S2->UE Boom 2->Samsung UNJS8500 series->iPad Air 2->Apple iPhone 6S->Samsung Galaxy S6 Edge->GoPro Hero4 Silver->Samsung Gear S2->iPad Air 2->Ninja Coffee Bar->iPad Air 2->Ninja Coffee Bar->Samsung UNJU7100 series->Asus Chromebit->Sony Alpha 6000 (ILCE-6000)->GoPro Hero4 Silver->TiVo Bolt->Bose SoundLink Bluetooth Speaker III->Apple iPhone 5S\t1\t\nSamsung Galaxy S6 Active->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->HP Stream 11->Jawbone Up2->Samsung Galaxy Tab S2->Sennheiser HD 598->Samsung Galaxy Tab S2->Samsung Galaxy Tab S2->Apple TV->Yamaha YAS-203->Microsoft Xbox One->Dyson v6->Google Nexus 9->Apple iPhone 6->Apple iPhone 6S->SimpliSafe Home Security->Samsung UNJS8500 series->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->TCL S3800 series (Roku TV->JBL Charge 2+->iPad Mini 2->Bose SoundLink Around-Ear Wireless Headphones II->Apple MacBook Air (13-inch->Google Nexus 6P->Motorola Droid Turbo 2->SAMSUNG GALAXY NOTE 5->Microsoft Surface Book->LG G4->Microsoft Surface Book->Motorola Droid Turbo 2->Apple TV (2015)->Apple iPhone 6 Plus->Samsung Galaxy S6->Vizio E series (2015)->Google Nexus 6P->Samsung Galaxy S6 Active->HP Stream 11->Samsung Gear VR (2015)->GoPro Hero3->GoPro Hero3\t1\t\nVizio M series (2015)->Beats Powerbeats2 Wireless->Bose QuietComfort 25->Samsung Gear VR (2015)->Google Nexus 6->LG G Stylo->Samsung Galaxy S5->Apple Watch->Samsung SSD 850 Evo->LG G3->Apple MacBook Air (13-inch->HTC One M9->Amazon Echo->Samsung Galaxy S6 Edge->Google Nexus 6P->Nest Learning Thermostat->Vizio SB4051-C0->Lenovo Yoga 900->Apple MacBook (12-inch->Bose SoundLink Mini II->Apple iPhone 6->HP Stream 11->Sony Alpha 6000 (ILCE-6000)->Audio-Technica ATH-M50x->Microsoft Lumia 950->Apple iPhone 6S->Google Nexus 6->Bose QuietComfort 25->BlackBerry Priv->Bose QuietComfort 25->Samsung Galaxy S6->Samsung Galaxy Core Prime->Google Nexus 6P->Apple MacBook Pro with Retina Display (13-inch->iPad Air 2->Samsung Galaxy S5->Microsoft Surface Pro 3->Ninja Coffee Bar->Samsung Galaxy S6->iPad Air 2->Samsung Galaxy S6 Edge->TiVo Bolt->Apple MacBook (12-inch->HP Stream 11->Sony Alpha 6000 (ILCE-6000)->Samsung SSD 850 Evo->Samsung Galaxy Tab A 8.0\t1\t\niPad Air 2->Samsung UNJS8500 series->Samsung Galaxy S4->Samsung Galaxy S6 Edge->TCL FS4610R (Roku TV)->Apple iPad Mini 4->Sony Xperia Z5 Premium->Samsung Galaxy S6->BlackBerry Priv->Beats Solo 2->Samsung Galaxy Tab A 8.0->Ninja Coffee Bar->Beats Solo 2->Amazon Echo->Yamaha YAS-203->Samsung Galaxy Core Prime->Samsung Galaxy S6 Edge+->Sony Xperia Z5 Premium->Google Nexus 6P->Google Nexus 6->Microsoft Surface Book->Netgear Arlo Smart Home Security->Samsung Galaxy S6->Apple MacBook Air (13-inch->Google Nexus 9->JBL Flip 3->HP Stream 11->Nest Learning Thermostat->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->iPhone 6S Plus->Sennheiser Momentum 2.0->Google Nexus 6->LG G Stylo->Apple iPhone 6S->HP Stream 11->JBL Flip 3->Samsung Gear VR (2015)->Apple TV->Fitbit Charge HR->Apple iPad Mini 4->Bose SoundLink Around-Ear Wireless Headphones II->Chromecast Audio->Apple MacBook (12-inch->Apple CarPlay->Microsoft Surface Pro 4\t1\t\n","comment":"","msgTable":[[{"key":"path_count","value":"Amazon Echo->Lenovo Yoga 3 14->Bose SoundLink Mini II->Microsoft Lumia 950->iPad Pro->Beats Powerbeats2 Wireless->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Netgear Arlo Smart Home Security->Nest Learning Thermostat->Roku 3 (2015)->Google Nexus 6->Nest Learning Thermostat Third Generation->Sony Xperia Z5 Premium->Fitbit Charge HR->Bose SoundLink Bluetooth Speaker III->Nikon D3300->Samsung SSD 850 Evo->Samsung UNJS8500 series->Nest Cam->Lenovo Yoga 900->Bose SoundLink Around-Ear Wireless Headphones II->Roku 2 (2015)->Vizio M series (2015)->Apple TV->Lenovo Yoga 900->Sony Alpha 6000 (ILCE-6000)->GoPro Hero3->Apple iPad Mini 4->UE Boom 2->Samsung Galaxy S6 Edge->SimpliSafe Home Security->Vizio E series (2015)->GoPro Hero4 Silver->TCL S3800 series (Roku TV->UE Boom 2->Samsung Galaxy Grand Prime->Sennheiser Momentum 2.0->Apple TV (2015)->Samsung Galaxy Grand Prime->Apple iPhone 6 Plus->Samsung Galaxy S4->Apple CarPlay->Apple MacBook Pro with Retina Display (13-inch->Bose SoundLink Around-Ear Wireless Headphones II->Samsung SSD 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(2015)->Roku 4->Apple iPhone 6 Plus->Apple iPad Mini 4->HTC One M9->Roku 4->Apple iPhone 6S->Lenovo Yoga 3 14->Apple iPhone 6 Plus->GoPro Hero3->Samsung Galaxy Grand Prime->LG G Stylo->Roku 2 (2015)->JBL Charge 2+->Beats Studio Wireless Headphones->TCL S3800 series (Roku TV->Ninja Coffee Bar->HTC One M9->Vizio SB4051-C0->Bose SoundLink Mini II->Microsoft Surface Book->BlackBerry Priv->Sony Alpha 6000 (ILCE-6000)->Samsung UNJS8500 series->Sennheiser Momentum 2.0","1",""],["GoPro Hero4 Silver->Apple iPhone 5->Vizio M series (2015)->Jawbone Up2->Asus Chromebit->Google Nexus 6->JBL Charge 2+->Sennheiser Momentum 2.0->Samsung SSD 850 Evo->TCL FS4610R (Roku TV)->Apple TV->Google Nexus 5X->Chromecast Audio->TCL FS4610R (Roku TV)->Jawbone Up2->Vizio E series (2015)->Bose SoundLink Around-Ear Wireless Headphones II->Apple TV (2015)->Roku 2 (2015)->Bose SoundLink Mini II->Samsung UNJS8500 series->Jawbone Up2->Lenovo Yoga 900->GoPro Hero3->Microsoft Surface Pro 3->HP Spectre x360->HP Stream 11->Amazon Kindle Paperwhite (2015)->Apple TV (2015)->Samsung Galaxy Tab A 8.0->Apple CarPlay->TiVo Bolt->GoPro Hero4 Silver->Google Nexus 6->Nikon D3300->Google Nexus 6->Google Nexus 9->JBL Flip 3->SimpliSafe Home Security->Apple iPhone 6S->SAMSUNG GALAXY NOTE 5->Ninja Coffee Bar","1",""],["Google Nexus 6P->Apple Watch->LG G3->HP Spectre x360->Samsung UNJS8500 series->Vizio E series (2015)->Beats Solo 2->LG G3->Audio-Technica ATH-M50x->Ninja Coffee Bar->Apple iPhone 5S->Samsung Gear VR (2015)->JBL Charge 2+->Samsung SSD 850 Evo->Apple iPhone 5->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->HP Spectre x360->Vizio E series (2015)->Lenovo Yoga 3 14->Google Nexus 6->Google Nexus 6P->Samsung UNJS8500 series->Amazon Echo->Audio-Technica ATH-M50x->Samsung Galaxy S5->Microsoft Surface Book->LG V10 (unlocked)->Vizio M series (2015)->Samsung SSD 850 Evo->Samsung Galaxy Tab A 8.0->LG G Stylo->Nest Cam->Apple Watch->Apple iPhone 6 Plus->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->Google Nexus 9->BlackBerry Priv->Google Nexus 5X->Nest Learning Thermostat Third Generation","1",""],["Google Nexus 6P->Nikon D3300->LG G3->Vizio SB4051-C0->Microsoft Surface Pro 3->Samsung UNJS8500 series->Microsoft Surface Pro 3->Bose SoundLink Bluetooth Speaker III->Sony Xperia Z5 Premium->Sony Alpha 6000 (ILCE-6000)->Bose SoundLink Mini II->Apple TV->Microsoft Surface Pro 4->HP Spectre x360->Vizio E series (2015)->LG G4->HP Spectre x360->LG G3->JBL Charge 2+->Sennheiser Momentum 2.0->Samsung Galaxy Note 4->TiVo Bolt->Nest Cam->SimpliSafe Home Security->LG V10 (unlocked)->Samsung Galaxy Grand Prime->Google Nexus 6P->Dyson v6->Apple iPhone 6 Plus->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router","1",""],["HTC One M9->Roku 3 (2015)->iPad Pro->Beats Powerbeats2 Wireless->SimpliSafe Home Security->Sony Alpha 6000 (ILCE-6000)->TCL S3800 series (Roku TV->Google Nexus 6P->Bose SoundLink Bluetooth Speaker III->Apple iPad Mini 4->Fitbit Charge HR->Apple iPhone 5S->Apple TV (2015)->Samsung Galaxy S6 Edge+->Apple iPhone 6 Plus->Jawbone Up2->iPad Pro->Sony Xperia Z5->Samsung Galaxy S6->HTC One M9->Microsoft Surface Book->Apple MacBook (12-inch->Sennheiser Momentum 2.0->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Roku 4->Apple Watch->TCL S3800 series (Roku TV->Amazon Echo->Google Nexus 9->Apple iPhone 6 Plus->Apple TV (2015)->Lenovo Yoga 900->Apple MacBook Pro with Retina Display (13-inch","1",""],["LG G3->Beats Studio Wireless Headphones->Audio-Technica ATH-M50x->iPad Air 2->Lenovo Yoga 3 14->Apple MacBook Air (13-inch->Beats Solo 2->Nikon D3300->SAMSUNG GALAXY NOTE 5->Google Nexus 6->Samsung Galaxy Tab A 8.0->Beats Powerbeats2 Wireless->HP Stream 11->Bose SoundLink Bluetooth Speaker III->iPad Air 2->Sony Xperia Z5 Premium->Vizio E series (2015)->Apple iPhone 5S->Jawbone Up2->Roku 2 (2015)->Apple CarPlay->Microsoft Surface Pro 3->Vizio SB4051-C0->Bose SoundLink Mini II->GoPro Hero3->Samsung Galaxy Note 4->Microsoft Surface Book->Google Nexus 5X->Amazon Kindle Paperwhite (2015)->Apple iPhone 6->Apple TV (2015)->Microsoft Surface Pro 4->Google Nexus 6P->Netgear Arlo Smart Home Security->Sony Xperia Z5->Samsung Gear S2->Samsung Gear VR (2015)->Roku 3 (2015)->GoPro Hero3->Microsoft Surface Pro 3->iPad Air 2->SimpliSafe Home Security->Apple MacBook Pro with Retina Display (13-inch->Yamaha YAS-203->iPad Mini 2","1",""],["Microsoft Surface Pro 4->Nikon D3300->Beats Powerbeats2 Wireless->Apple iPhone 5S->SimpliSafe Home Security->Bose SoundLink Bluetooth Speaker III->Microsoft Xbox One->Apple iPhone 6S->Lenovo Yoga 3 14->Amazon Kindle Paperwhite (2015)->JBL Flip 3->LG V10 (unlocked)->Yamaha YAS-203->UE Boom 2->LG G4->Fitbit Charge HR->Microsoft Surface Book->Jawbone Up2->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->iPhone 6S Plus->iPad Pro->Nest Learning Thermostat Third Generation->iPhone 6S Plus->Dyson v6->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Microsoft Lumia 950->Asus Chromebit->Apple Watch->Sony Alpha 6000 (ILCE-6000)->Vizio SB4051-C0->JBL Charge 2+->Samsung SSD 850 Evo->Apple MacBook Air (13-inch->Samsung Gear S2->Samsung Galaxy S4->iPad Mini 2->Apple MacBook (12-inch->Amazon Kindle Paperwhite (2015)->Fitbit Charge HR->LG G4->GoPro Hero4 Silver->Apple Watch->BlackBerry Priv","1",""],["Nest Learning Thermostat->Samsung Galaxy Note 4->Apple MacBook Pro with Retina Display (13-inch->Samsung Galaxy Core Prime->Jawbone Up2->Samsung Galaxy S6 Edge+->Vizio M series (2015)->Samsung UNJU7100 series->TiVo Bolt->Apple TV->Google Nexus 9->LG V10 (unlocked)->Sony Alpha 6000 (ILCE-6000)->Lenovo Yoga 3 14->Sennheiser Momentum 2.0->LG G Stylo->HTC One M9->iPhone 6S Plus->SimpliSafe Home Security->Ninja Coffee Bar->Samsung SSD 850 Evo->Amazon Echo->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->Samsung Galaxy S5->Microsoft Surface Book->Samsung Galaxy S4->JBL Flip 3->iPhone 6S Plus->Samsung Galaxy S6->Sennheiser HD 598->Apple MacBook Air (13-inch->HP Stream 11->Nest Cam->Apple iPhone 6 Plus->SAMSUNG GALAXY NOTE 5->Samsung UNJU7100 series->Amazon Echo->Samsung Galaxy Note 4->iPhone 6S Plus->Samsung Gear VR (2015)->Sennheiser HD 598->Yamaha YAS-203->HTC One M9->Nest Learning Thermostat Third Generation->Microsoft Surface Pro 3->Google Nexus 9->Apple TV (2015)->Microsoft Xbox One","1",""],["Samsung Galaxy Grand Prime->Bose SoundLink Bluetooth Speaker III->Apple TV->Beats Studio Wireless Headphones->SAMSUNG GALAXY NOTE 5->Samsung Galaxy Core Prime->Samsung Gear VR (2015)->HP Spectre x360->Apple iPhone 6->Apple iPhone 6 Plus->Samsung Galaxy S6->Samsung Galaxy S5->JBL Charge 2+->Samsung Galaxy Core Prime->Apple MacBook (12-inch->Nest Learning Thermostat->Nikon D3300->Bose SoundLink Mini II->Apple CarPlay->Bose SoundLink Bluetooth Speaker III->Samsung Gear S2->UE Boom 2->Samsung UNJS8500 series->iPad Air 2->Apple iPhone 6S->Samsung Galaxy S6 Edge->GoPro Hero4 Silver->Samsung Gear S2->iPad Air 2->Ninja Coffee Bar->iPad Air 2->Ninja Coffee Bar->Samsung UNJU7100 series->Asus Chromebit->Sony Alpha 6000 (ILCE-6000)->GoPro Hero4 Silver->TiVo Bolt->Bose SoundLink Bluetooth Speaker III->Apple iPhone 5S","1",""],["Samsung Galaxy S6 Active->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->HP Stream 11->Jawbone Up2->Samsung Galaxy Tab S2->Sennheiser HD 598->Samsung Galaxy Tab S2->Samsung Galaxy Tab S2->Apple TV->Yamaha YAS-203->Microsoft Xbox One->Dyson v6->Google Nexus 9->Apple iPhone 6->Apple iPhone 6S->SimpliSafe Home Security->Samsung UNJS8500 series->Asus AC2400 RT-AC87U Dual-band Wireless Gigabit Router->TCL S3800 series (Roku TV->JBL Charge 2+->iPad Mini 2->Bose SoundLink Around-Ear Wireless Headphones II->Apple MacBook Air (13-inch->Google Nexus 6P->Motorola Droid Turbo 2->SAMSUNG GALAXY NOTE 5->Microsoft Surface Book->LG G4->Microsoft Surface Book->Motorola Droid Turbo 2->Apple TV (2015)->Apple iPhone 6 Plus->Samsung Galaxy S6->Vizio E series (2015)->Google Nexus 6P->Samsung Galaxy S6 Active->HP Stream 11->Samsung Gear VR (2015)->GoPro Hero3->GoPro Hero3","1",""],["Vizio M series (2015)->Beats Powerbeats2 Wireless->Bose QuietComfort 25->Samsung Gear VR (2015)->Google Nexus 6->LG G Stylo->Samsung Galaxy S5->Apple Watch->Samsung SSD 850 Evo->LG G3->Apple MacBook Air (13-inch->HTC One M9->Amazon Echo->Samsung Galaxy S6 Edge->Google Nexus 6P->Nest Learning Thermostat->Vizio SB4051-C0->Lenovo Yoga 900->Apple MacBook (12-inch->Bose SoundLink Mini II->Apple iPhone 6->HP Stream 11->Sony Alpha 6000 (ILCE-6000)->Audio-Technica ATH-M50x->Microsoft Lumia 950->Apple iPhone 6S->Google Nexus 6->Bose QuietComfort 25->BlackBerry Priv->Bose QuietComfort 25->Samsung Galaxy S6->Samsung Galaxy Core Prime->Google Nexus 6P->Apple MacBook Pro with Retina Display (13-inch->iPad Air 2->Samsung Galaxy S5->Microsoft Surface Pro 3->Ninja Coffee Bar->Samsung Galaxy S6->iPad Air 2->Samsung Galaxy S6 Edge->TiVo Bolt->Apple MacBook (12-inch->HP Stream 11->Sony Alpha 6000 (ILCE-6000)->Samsung SSD 850 Evo->Samsung Galaxy Tab A 8.0","1",""],["iPad Air 2->Samsung UNJS8500 series->Samsung Galaxy S4->Samsung Galaxy S6 Edge->TCL FS4610R (Roku TV)->Apple iPad Mini 4->Sony Xperia Z5 Premium->Samsung Galaxy S6->BlackBerry Priv->Beats Solo 2->Samsung Galaxy Tab A 8.0->Ninja Coffee Bar->Beats Solo 2->Amazon Echo->Yamaha YAS-203->Samsung Galaxy Core Prime->Samsung Galaxy S6 Edge+->Sony Xperia Z5 Premium->Google Nexus 6P->Google Nexus 6->Microsoft Surface Book->Netgear Arlo Smart Home Security->Samsung Galaxy S6->Apple MacBook Air (13-inch->Google Nexus 9->JBL Flip 3->HP Stream 11->Nest Learning Thermostat->Asus RT-AC68U Dual-band Wireless-AC1900 Gigabit Router->iPhone 6S Plus->Sennheiser Momentum 2.0->Google Nexus 6->LG G Stylo->Apple iPhone 6S->HP Stream 11->JBL Flip 3->Samsung Gear VR (2015)->Apple TV->Fitbit Charge HR->Apple iPad Mini 4->Bose SoundLink Around-Ear Wireless Headphones II->Chromecast Audio->Apple MacBook (12-inch->Apple CarPlay->Microsoft Surface Pro 4","1",""]]},"dateCreated":"2016-01-13T10:46:14+0000","dateStarted":"2016-01-14T11:42:21+0000","dateFinished":"2016-01-14T11:42:37+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1756"},{"text":"%md\n\n#### Conclusion\n\nThis concludes the demo. We have shown how you can use Hive to get a single view of product by combining: \n - ETL/CRM data from EDW/DB (ingested using Sqoop)\n - web traffic (ingested using HDF)\n - social media data (ingested using HDF)\n","dateUpdated":"2016-01-15T03:41:48+0000","config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"editorMode":"ace/mode/markdown","editorHide":true,"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452829028487_1593174750","id":"20160115-033708_484971857","result":{"code":"SUCCESS","type":"HTML","msg":"This concludes the demo. We have shown how you can use Hive to get a single view of product by combining:
\nTry out the full lab available at: https://github.com/abajwa-hw/single-view-demo
\n"},"dateCreated":"2016-01-14T03:54:53+0000","dateStarted":"2016-01-15T03:48:01+0000","dateFinished":"2016-01-15T03:48:02+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1758"},{"config":{"colWidth":12,"graph":{"mode":"table","height":300,"optionOpen":false,"keys":[],"values":[],"groups":[],"scatter":{}},"enabled":true,"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1452829681525_-800442868","id":"20160115-034801_632479134","dateCreated":"2016-01-15T03:48:01+0000","status":"READY","progressUpdateIntervalMs":500,"$$hashKey":"object:1759"}],"name":"Demos / Hive / Retail Analytics","id":"2BBBW75VS","angularObjects":{},"config":{"looknfeel":"default"},"info":{}}