-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathMapR_Yelp_Tutorial.json
1 lines (1 loc) · 52.1 KB
/
MapR_Yelp_Tutorial.json
1
{"paragraphs":[{"text":"%md\n<h4><b>Goal</b>: Peruse the Yelp Open Dataset and plot the probability of receiving a particular rating using MatPlotLib,PySpark, SparkSQL, and MapR-DB. </h4>\n<h6>Tutorial assumes you’ve already uploaded the JSON dataset from here to your distributed file system and untarred it into the /user/mapr/ directory.</h6>\n\nStep 1: Load the business.json dataset into MapR-DB using the 'mapr' using the MapR shell command, importJSON.","user":"mapr","dateUpdated":"2018-02-04T14:29:03-0800","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h4><b>Goal</b>: Peruse the Yelp Open Dataset and plot the probability of receiving a particular rating using MatPlotLib,PySpark, SparkSQL, and MapR-DB. </h4>\n<h6>Tutorial assumes you’ve already uploaded the JSON dataset from here to your distributed file system and untarred it into the /user/mapr/ directory.</h6>\n<p>Step 1: Load the business.json dataset into MapR-DB using the ‘mapr’ using the MapR shell command, importJSON.</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1517780811910_1962580643","id":"20180204-134651_1157498835","dateCreated":"2018-02-04T13:46:51-0800","dateStarted":"2018-02-04T14:29:03-0800","dateFinished":"2018-02-04T14:29:03-0800","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:4920"},{"text":"%sh\n# Load the business.json dataset into MapR-DB using the 'mapr' using the MapR shell command, importJSON. Check and see that you're able to access this as a table.\nmapr importJSON -idField business_id -src /user/mapr/dataset/business.json -dst /user/mapr/business\n","user":"mapr","dateUpdated":"2018-02-04T14:48:11-0800","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false},"editorMode":"ace/mode/sh","tableHide":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"SLF4J: Class path contains multiple SLF4J bindings.\nSLF4J: Found binding in [jar:file:/opt/mapr/lib/slf4j-log4j12-1.7.12.jar!/org/slf4j/impl/StaticLoggerBinder.class]\nSLF4J: Found binding in [jar:file:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/common/lib/slf4j-log4j12-1.7.10.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]\nHeader: hostName: 048c36990084, Time Zone: Pacific Standard Time, processName: null, processId: null\n2018-02-04 14:34:46,962 INFO com.mapr.util.zookeeper.ZKDataRetrieval process main-EventThread: Process path: null. Event state: SyncConnected. Event type: None\n2018-02-04 14:34:46,966 INFO com.mapr.util.zookeeper.ZKDataRetrieval init main: Connected to ZK: 172.24.10.196:5181,172.24.8.223:5181,172.24.8.82:5181\n2018-02-04 14:34:46,972 INFO com.mapr.util.zookeeper.ZKDataRetrieval getServiceMasterData main: Getting serviceData for master node of resourcemanager\n2018-02-04 14:34:46,980 INFO com.mapr.util.zookeeper.ZKDataRetrieval process main-EventThread: Process path: null. Event state: SaslAuthenticated. Event type: None\n2018-02-04 14:34:46,992 INFO org.apache.hadoop.yarn.client.MapRZKBasedRMFailoverProxyProvider updateCurrentRMAddress main: Updated RM address to ip-172-24-8-223.us-east-2.compute.internal/172.24.8.223:8032\n2018-02-04 14:34:47,500 INFO org.apache.hadoop.mapreduce.lib.input.FileInputFormat listStatus main: Total input paths to process : 1\n2018-02-04 14:34:47,525 INFO org.apache.hadoop.mapreduce.JobSubmitter submitJobInternal main: number of splits:1\n2018-02-04 14:34:47,695 INFO org.apache.hadoop.mapreduce.JobSubmitter printTokens main: Submitting tokens for job: job_1513006030214_0057\n2018-02-04 14:34:47,964 INFO org.apache.hadoop.yarn.security.ExternalTokenManagerFactory <clinit> main: Initialized external token manager class - com.mapr.hadoop.yarn.security.MapRTicketManager\n2018-02-04 14:34:48,210 INFO org.apache.hadoop.yarn.client.api.impl.YarnClientImpl submitApplication main: Submitted application application_1513006030214_0057\n2018-02-04 14:34:48,255 INFO org.apache.hadoop.mapreduce.Job submit main: The url to track the job: https://ip-172-24-8-223.us-east-2.compute.internal:8090/proxy/application_1513006030214_0057/\n2018-02-04 14:34:48,256 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Running job: job_1513006030214_0057\n2018-02-04 14:34:55,433 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Job job_1513006030214_0057 running in uber mode : false\n2018-02-04 14:34:55,435 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: map 0% reduce 0%\n2018-02-04 14:35:05,579 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: map 47% reduce 0%\n2018-02-04 14:35:08,611 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: map 83% reduce 0%\n2018-02-04 14:35:09,646 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: map 100% reduce 0%\n2018-02-04 14:35:09,659 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Job job_1513006030214_0057 completed successfully\n2018-02-04 14:35:09,768 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Counters: 31\n\tFile System Counters\n\t\tFILE: Number of bytes read=0\n\t\tFILE: Number of bytes written=99250\n\t\tFILE: Number of read operations=0\n\t\tFILE: Number of large read operations=0\n\t\tFILE: Number of write operations=0\n\t\tMAPRFS: Number of bytes read=145175180\n\t\tMAPRFS: Number of bytes written=0\n\t\tMAPRFS: Number of read operations=18153\n\t\tMAPRFS: Number of large read operations=0\n\t\tMAPRFS: Number of write operations=0\n\tJob Counters \n\t\tLaunched map tasks=1\n\t\tData-local map tasks=1\n\t\tTotal time spent by all maps in occupied slots (ms)=12209\n\t\tTotal time spent by all reduces in occupied slots (ms)=0\n\t\tTotal time spent by all map tasks (ms)=12209\n\t\tTotal vcore-seconds taken by all map tasks=12209\n\t\tTotal megabyte-seconds taken by all map tasks=12502016\n\t\tDISK_MILLIS_MAPS=6105\n\tMap-Reduce Framework\n\t\tMap input records=174567\n\t\tMap output records=174567\n\t\tInput split bytes=106\n\t\tSpilled Records=0\n\t\tFailed Shuffles=0\n\t\tMerged Map outputs=0\n\t\tGC time elapsed (ms)=110\n\t\tCPU time spent (ms)=17790\n\t\tPhysical memory (bytes) snapshot=467140608\n\t\tVirtual memory (bytes) snapshot=3006398464\n\t\tTotal committed heap usage (bytes)=405798912\n\tFile Input Format Counters \n\t\tBytes Read=145175074\n\tFile Output Format Counters \n\t\tBytes Written=0\n2018-02-04 14:35:09,775 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Running job: job_1513006030214_0057\n2018-02-04 14:35:09,794 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Job job_1513006030214_0057 running in uber mode : false\n2018-02-04 14:35:09,794 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: map 100% reduce 0%\n2018-02-04 14:35:09,801 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Job job_1513006030214_0057 completed successfully\n2018-02-04 14:35:09,808 INFO org.apache.hadoop.mapreduce.Job monitorAndPrintJob main: Counters: 31\n\tFile System Counters\n\t\tFILE: Number of bytes read=0\n\t\tFILE: Number of bytes written=99250\n\t\tFILE: Number of read operations=0\n\t\tFILE: Number of large read operations=0\n\t\tFILE: Number of write operations=0\n\t\tMAPRFS: Number of bytes read=145175180\n\t\tMAPRFS: Number of bytes written=0\n\t\tMAPRFS: Number of read operations=18153\n\t\tMAPRFS: Number of large read operations=0\n\t\tMAPRFS: Number of write operations=0\n\tJob Counters \n\t\tLaunched map tasks=1\n\t\tData-local map tasks=1\n\t\tTotal time spent by all maps in occupied slots (ms)=12209\n\t\tTotal time spent by all reduces in occupied slots (ms)=0\n\t\tTotal time spent by all map tasks (ms)=12209\n\t\tTotal vcore-seconds taken by all map tasks=12209\n\t\tTotal megabyte-seconds taken by all map tasks=12502016\n\t\tDISK_MILLIS_MAPS=6105\n\tMap-Reduce Framework\n\t\tMap input records=174567\n\t\tMap output records=174567\n\t\tInput split bytes=106\n\t\tSpilled Records=0\n\t\tFailed Shuffles=0\n\t\tMerged Map outputs=0\n\t\tGC time elapsed (ms)=110\n\t\tCPU time spent (ms)=17790\n\t\tPhysical memory (bytes) snapshot=467140608\n\t\tVirtual memory (bytes) snapshot=3006398464\n\t\tTotal committed heap usage (bytes)=405798912\n\tFile Input Format Counters \n\t\tBytes Read=145175074\n\tFile Output Format Counters \n\t\tBytes Written=0\n"}]},"apps":[],"jobName":"paragraph_1517778503360_5084985","id":"20180204-130823_1932648389","dateCreated":"2018-02-04T13:08:23-0800","dateStarted":"2018-02-04T14:34:44-0800","dateFinished":"2018-02-04T14:35:10-0800","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4921"},{"text":"%md\nStep 2 (optional): Explore data using Drill. This code provides the basis for simple Scatter Chart to show the distribution of ratings. Scatter chart is the right-most chart offering provided.\n<h6><b>Note</b>: The following paragraph can only be run if you've configured Drill. To do this, you just need to specify the JDBC URL in the Drill interpreter as described [here](https://maprdocs.mapr.com/home/Zeppelin/ConfigureJDBCInterpreter.html).</h6>\n\n","user":"mapr","dateUpdated":"2018-02-04T14:28:35-0800","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>Step 2 (optional): Explore data using Drill. This code provides the basis for simple Scatter Chart to show the distribution of ratings. Scatter chart is the right-most chart offering provided.<br/><h6><b>Note</b>: The following paragraph can only be run if you’ve configured Drill. To do this, you just need to specify the JDBC URL in the Drill interpreter as described <a href=\"https://maprdocs.mapr.com/home/Zeppelin/ConfigureJDBCInterpreter.html\">here</a>.</h6></p>\n</div>"}]},"apps":[],"jobName":"paragraph_1517780976898_787034835","id":"20180204-134936_1264683319","dateCreated":"2018-02-04T13:49:36-0800","dateStarted":"2018-02-04T14:28:35-0800","dateFinished":"2018-02-04T14:28:36-0800","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4922"},{"text":"%drill\nSELECT stars, review_count FROM dfs.`/mapr/my.cluster.com/user/mapr/business`\n","user":"mapr","dateUpdated":"2018-02-04T14:35:24-0800","config":{"colWidth":12,"enabled":true,"results":{"0":{"graph":{"mode":"scatterChart","height":300,"optionOpen":false,"setting":{"stackedAreaChart":{"style":"stream"}},"commonSetting":{},"keys":[{"name":"stars","index":0,"aggr":"sum"}],"groups":[],"values":[{"name":"state","index":1,"aggr":"sum"}]},"helium":{}}},"editorSetting":{"language":"sql","editOnDblClick":false},"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"stars\treview_count\n3.0\t37.0\n4.0\t47.0\n4.5\t3.0\n3.5\t11.0\n4.0\t1451.0\n3.5\t39.0\n3.0\t5.0\n3.0\t3.0\n4.0\t4.0\n3.5\t108.0\n3.5\t6.0\n4.0\t7.0\n3.5\t72.0\n3.0\t12.0\n3.0\t31.0\n4.0\t10.0\n2.0\t6.0\n3.5\t11.0\n3.5\t7.0\n2.0\t28.0\n3.5\t44.0\n2.0\t5.0\n3.0\t4.0\n3.5\t7.0\n4.5\t3.0\n5.0\t14.0\n5.0\t8.0\n4.0\t10.0\n4.0\t317.0\n5.0\t12.0\n3.0\t51.0\n3.5\t19.0\n4.5\t24.0\n3.5\t3.0\n4.5\t19.0\n4.0\t4.0\n4.5\t5.0\n5.0\t3.0\n3.5\t6.0\n2.5\t3.0\n4.5\t9.0\n3.0\t4.0\n4.0\t7.0\n3.5\t30.0\n4.5\t35.0\n3.5\t35.0\n3.5\t68.0\n5.0\t21.0\n4.5\t18.0\n5.0\t9.0\n4.5\t10.0\n3.0\t77.0\n5.0\t5.0\n4.0\t700.0\n2.0\t3.0\n3.5\t26.0\n3.5\t83.0\n3.0\t40.0\n4.5\t4.0\n2.0\t20.0\n3.0\t69.0\n3.5\t11.0\n4.5\t5.0\n4.5\t12.0\n5.0\t10.0\n3.0\t7.0\n2.5\t3.0\n5.0\t3.0\n4.5\t14.0\n4.0\t5.0\n3.0\t22.0\n3.5\t85.0\n2.5\t3.0\n4.5\t5.0\n2.0\t44.0\n2.0\t5.0\n5.0\t13.0\n2.0\t77.0\n3.5\t12.0\n5.0\t3.0\n5.0\t68.0\n4.5\t32.0\n3.0\t13.0\n3.5\t12.0\n3.0\t9.0\n5.0\t10.0\n3.0\t32.0\n3.5\t3.0\n2.5\t6.0\n3.5\t23.0\n4.0\t37.0\n5.0\t4.0\n4.0\t7.0\n3.0\t322.0\n3.5\t28.0\n3.5\t63.0\n3.5\t120.0\n3.0\t6.0\n4.5\t3.0\n4.0\t5.0\n4.0\t97.0\n3.5\t3.0\n3.0\t5.0\n2.5\t3.0\n3.0\t12.0\n1.0\t3.0\n5.0\t8.0\n3.5\t5.0\n4.5\t5.0\n2.0\t4.0\n2.5\t4.0\n3.0\t3.0\n4.0\t16.0\n3.5\t8.0\n4.0\t4.0\n5.0\t4.0\n3.5\t11.0\n4.5\t14.0\n3.5\t325.0\n4.0\t176.0\n4.0\t15.0\n4.0\t4.0\n4.5\t9.0\n3.5\t25.0\n2.0\t4.0\n2.5\t7.0\n4.5\t38.0\n4.0\t13.0\n5.0\t3.0\n1.5\t9.0\n5.0\t15.0\n3.0\t75.0\n4.0\t14.0\n5.0\t3.0\n2.5\t37.0\n4.0\t433.0\n3.5\t16.0\n3.0\t8.0\n4.0\t4.0\n1.5\t12.0\n3.0\t18.0\n5.0\t6.0\n2.5\t9.0\n5.0\t4.0\n3.5\t24.0\n2.5\t18.0\n2.5\t3.0\n3.5\t9.0\n2.5\t3.0\n5.0\t3.0\n4.0\t12.0\n5.0\t4.0\n4.0\t7.0\n4.0\t48.0\n4.0\t3.0\n3.5\t17.0\n3.5\t19.0\n4.0\t8.0\n1.5\t445.0\n3.0\t6.0\n2.5\t12.0\n4.5\t41.0\n3.5\t21.0\n1.5\t17.0\n5.0\t4.0\n3.0\t4.0\n2.5\t20.0\n3.0\t5.0\n3.5\t62.0\n3.0\t20.0\n4.5\t6.0\n2.5\t18.0\n3.5\t5.0\n3.0\t15.0\n3.5\t54.0\n4.5\t14.0\n2.0\t4.0\n2.5\t65.0\n4.5\t6.0\n3.0\t4.0\n3.5\t9.0\n4.0\t19.0\n1.0\t3.0\n4.0\t25.0\n4.0\t21.0\n2.0\t5.0\n2.0\t15.0\n3.0\t8.0\n3.5\t3.0\n3.0\t14.0\n4.0\t13.0\n2.0\t6.0\n1.0\t3.0\n2.0\t41.0\n5.0\t34.0\n4.0\t5.0\n3.0\t12.0\n3.5\t11.0\n4.5\t5.0\n2.5\t7.0\n2.0\t21.0\n5.0\t10.0\n5.0\t19.0\n4.0\t3.0\n3.5\t3.0\n3.0\t8.0\n3.5\t9.0\n1.5\t3.0\n5.0\t5.0\n3.0\t31.0\n5.0\t6.0\n4.0\t4.0\n5.0\t4.0\n5.0\t4.0\n4.5\t18.0\n4.5\t3.0\n4.0\t127.0\n3.0\t3.0\n3.0\t3.0\n3.5\t23.0\n2.0\t5.0\n5.0\t5.0\n4.0\t590.0\n4.0\t16.0\n3.5\t3.0\n3.5\t4.0\n4.5\t34.0\n4.0\t20.0\n4.0\t7.0\n3.5\t31.0\n3.5\t16.0\n5.0\t4.0\n3.5\t3.0\n2.5\t7.0\n5.0\t27.0\n4.0\t10.0\n4.5\t8.0\n5.0\t27.0\n4.0\t353.0\n2.5\t3.0\n3.5\t26.0\n4.5\t3.0\n2.5\t5.0\n4.5\t33.0\n4.5\t10.0\n2.5\t12.0\n5.0\t3.0\n3.5\t7.0\n4.0\t22.0\n2.5\t40.0\n3.0\t80.0\n5.0\t5.0\n3.5\t11.0\n4.5\t10.0\n1.5\t4.0\n3.0\t16.0\n4.5\t3.0\n3.0\t4.0\n5.0\t6.0\n2.5\t3.0\n2.5\t4.0\n4.0\t5.0\n5.0\t7.0\n3.0\t4.0\n5.0\t3.0\n4.5\t4.0\n4.0\t12.0\n5.0\t8.0\n4.0\t28.0\n4.0\t5.0\n3.0\t10.0\n4.0\t6.0\n4.0\t5.0\n5.0\t12.0\n2.5\t27.0\n3.5\t102.0\n4.5\t22.0\n4.0\t56.0\n3.5\t3.0\n4.0\t6.0\n3.5\t6.0\n5.0\t7.0\n5.0\t3.0\n4.0\t51.0\n3.5\t7.0\n3.0\t59.0\n3.0\t6.0\n3.0\t13.0\n4.5\t12.0\n2.0\t3.0\n2.5\t67.0\n3.5\t5.0\n2.0\t8.0\n5.0\t15.0\n4.0\t3.0\n5.0\t4.0\n3.5\t25.0\n4.5\t3.0\n2.5\t40.0\n1.5\t4.0\n3.5\t3.0\n3.5\t11.0\n3.5\t19.0\n5.0\t4.0\n2.5\t3.0\n3.0\t34.0\n3.5\t6.0\n4.0\t24.0\n2.5\t27.0\n2.0\t11.0\n4.0\t16.0\n4.0\t128.0\n5.0\t5.0\n1.0\t3.0\n4.0\t26.0\n1.0\t17.0\n2.5\t6.0\n3.5\t3.0\n4.0\t7.0\n5.0\t6.0\n3.0\t4.0\n4.5\t10.0\n3.5\t449.0\n4.0\t11.0\n4.0\t5.0\n3.5\t3.0\n3.5\t14.0\n2.0\t3.0\n3.5\t8.0\n4.5\t9.0\n3.5\t3.0\n4.5\t21.0\n2.0\t3.0\n4.0\t958.0\n3.5\t3.0\n2.0\t3.0\n4.5\t7.0\n3.0\t7.0\n3.0\t21.0\n3.0\t140.0\n3.0\t17.0\n4.5\t64.0\n3.5\t94.0\n3.5\t466.0\n2.0\t35.0\n3.5\t8.0\n4.0\t12.0\n4.0\t14.0\n4.5\t105.0\n4.0\t12.0\n3.5\t3.0\n3.5\t16.0\n3.5\t96.0\n4.5\t4.0\n5.0\t3.0\n1.5\t10.0\n2.0\t5.0\n4.5\t10.0\n3.5\t50.0\n5.0\t3.0\n5.0\t4.0\n1.0\t3.0\n5.0\t10.0\n2.5\t18.0\n4.5\t13.0\n2.0\t4.0\n4.0\t15.0\n5.0\t5.0\n4.0\t7.0\n3.0\t30.0\n5.0\t3.0\n3.0\t35.0\n3.5\t33.0\n3.5\t3.0\n3.5\t9.0\n4.5\t54.0\n3.5\t44.0\n4.0\t61.0\n3.0\t8.0\n4.5\t34.0\n3.5\t159.0\n3.5\t76.0\n1.0\t6.0\n4.0\t436.0\n5.0\t8.0\n3.5\t105.0\n3.0\t15.0\n4.5\t114.0\n1.0\t3.0\n5.0\t4.0\n4.0\t23.0\n4.0\t20.0\n4.5\t33.0\n4.0\t158.0\n4.0\t40.0\n1.5\t3.0\n4.5\t34.0\n2.5\t28.0\n2.0\t20.0\n3.0\t6.0\n4.0\t12.0\n5.0\t3.0\n2.0\t4.0\n4.5\t55.0\n5.0\t6.0\n3.5\t7.0\n3.5\t60.0\n3.5\t609.0\n3.5\t3.0\n4.0\t55.0\n1.5\t3.0\n5.0\t3.0\n3.0\t6.0\n5.0\t20.0\n3.0\t37.0\n5.0\t3.0\n3.0\t5.0\n3.0\t6.0\n2.5\t12.0\n2.5\t171.0\n5.0\t4.0\n4.0\t554.0\n3.5\t255.0\n3.0\t14.0\n2.5\t3.0\n5.0\t3.0\n3.0\t26.0\n2.5\t7.0\n3.5\t8.0\n5.0\t8.0\n2.0\t3.0\n3.5\t412.0\n4.0\t10.0\n3.5\t149.0\n4.5\t13.0\n3.5\t11.0\n4.0\t8.0\n4.0\t39.0\n5.0\t104.0\n5.0\t4.0\n3.5\t8.0\n3.0\t55.0\n3.5\t14.0\n3.0\t3.0\n2.5\t3.0\n3.0\t105.0\n5.0\t5.0\n5.0\t6.0\n4.0\t4.0\n3.5\t274.0\n5.0\t4.0\n4.0\t165.0\n1.5\t8.0\n3.0\t4.0\n2.5\t6.0\n5.0\t3.0\n4.0\t8.0\n4.5\t21.0\n4.0\t4.0\n3.5\t10.0\n4.0\t5.0\n4.5\t7.0\n2.0\t9.0\n3.0\t45.0\n3.5\t3.0\n4.5\t11.0\n4.0\t71.0\n3.5\t3.0\n3.5\t5.0\n4.0\t44.0\n3.0\t6.0\n3.0\t5.0\n1.0\t3.0\n3.5\t12.0\n4.0\t21.0\n3.0\t3.0\n4.5\t10.0\n4.5\t3.0\n5.0\t3.0\n5.0\t3.0\n4.0\t8.0\n3.0\t8.0\n4.0\t36.0\n5.0\t3.0\n5.0\t147.0\n4.5\t34.0\n3.0\t8.0\n3.0\t14.0\n5.0\t3.0\n4.0\t4.0\n5.0\t3.0\n5.0\t4.0\n4.0\t38.0\n5.0\t5.0\n4.5\t24.0\n3.5\t17.0\n2.0\t4.0\n4.5\t48.0\n3.0\t3.0\n4.5\t21.0\n4.0\t22.0\n2.5\t3.0\n1.5\t27.0\n3.0\t16.0\n3.5\t20.0\n3.0\t4.0\n5.0\t8.0\n2.5\t3.0\n3.5\t3.0\n3.5\t6.0\n5.0\t8.0\n4.5\t75.0\n4.0\t15.0\n5.0\t10.0\n3.5\t134.0\n4.0\t11.0\n3.5\t64.0\n3.0\t16.0\n4.0\t205.0\n5.0\t7.0\n4.5\t531.0\n4.0\t160.0\n4.5\t10.0\n2.5\t33.0\n4.5\t14.0\n5.0\t9.0\n4.0\t186.0\n4.5\t3.0\n2.5\t13.0\n3.5\t114.0\n5.0\t4.0\n4.0\t25.0\n3.0\t38.0\n3.0\t70.0\n5.0\t11.0\n4.5\t6.0\n4.0\t5.0\n4.0\t367.0\n5.0\t5.0\n4.5\t41.0\n3.5\t355.0\n4.5\t128.0\n1.0\t5.0\n5.0\t3.0\n5.0\t19.0\n2.5\t3.0\n4.5\t165.0\n5.0\t5.0\n3.0\t72.0\n5.0\t36.0\n3.5\t5.0\n4.0\t7.0\n3.5\t3.0\n4.0\t28.0\n4.0\t56.0\n2.0\t5.0\n5.0\t10.0\n4.0\t6.0\n5.0\t41.0\n5.0\t7.0\n2.5\t30.0\n4.0\t7.0\n3.5\t22.0\n4.0\t5.0\n3.0\t4.0\n3.5\t5.0\n3.5\t209.0\n4.0\t50.0\n5.0\t20.0\n5.0\t7.0\n2.0\t3.0\n4.0\t242.0\n2.5\t28.0\n3.5\t46.0\n2.5\t3.0\n5.0\t4.0\n3.5\t48.0\n4.0\t14.0\n5.0\t5.0\n2.5\t11.0\n2.5\t14.0\n2.0\t8.0\n2.5\t6.0\n2.5\t3.0\n3.5\t10.0\n4.0\t5.0\n4.0\t49.0\n4.0\t4.0\n5.0\t3.0\n3.0\t11.0\n1.5\t5.0\n5.0\t3.0\n3.0\t8.0\n2.0\t7.0\n3.0\t3.0\n5.0\t8.0\n3.0\t15.0\n1.0\t5.0\n4.0\t4.0\n4.5\t46.0\n4.0\t9.0\n4.5\t11.0\n3.5\t23.0\n3.5\t3.0\n4.0\t71.0\n5.0\t9.0\n3.0\t13.0\n4.0\t26.0\n3.5\t118.0\n4.0\t20.0\n4.0\t4.0\n5.0\t90.0\n4.0\t4.0\n4.5\t16.0\n1.0\t4.0\n3.5\t22.0\n4.5\t5.0\n4.5\t247.0\n4.0\t457.0\n3.5\t95.0\n3.5\t36.0\n3.5\t30.0\n5.0\t9.0\n4.0\t8.0\n5.0\t3.0\n2.5\t13.0\n4.5\t3.0\n4.0\t6.0\n5.0\t6.0\n5.0\t5.0\n3.5\t14.0\n5.0\t16.0\n2.0\t3.0\n5.0\t17.0\n4.0\t5.0\n2.5\t34.0\n4.5\t3.0\n2.0\t3.0\n3.0\t24.0\n4.5\t3.0\n2.0\t4.0\n3.0\t18.0\n4.0\t16.0\n5.0\t4.0\n4.0\t43.0\n4.0\t72.0\n2.5\t15.0\n5.0\t5.0\n4.0\t6.0\n3.0\t4.0\n5.0\t9.0\n3.0\t7.0\n4.0\t12.0\n4.5\t62.0\n4.0\t4.0\n4.0\t5.0\n2.0\t8.0\n3.5\t7.0\n4.0\t32.0\n5.0\t4.0\n4.5\t758.0\n4.5\t23.0\n1.5\t8.0\n5.0\t4.0\n4.0\t15.0\n4.5\t124.0\n4.0\t40.0\n3.5\t18.0\n2.0\t7.0\n5.0\t3.0\n3.5\t3.0\n4.5\t81.0\n4.0\t245.0\n3.0\t80.0\n3.0\t4.0\n4.5\t3.0\n3.5\t5.0\n3.5\t17.0\n4.0\t4.0\n4.0\t11.0\n4.0\t878.0\n3.5\t119.0\n3.5\t16.0\n5.0\t6.0\n4.0\t23.0\n3.5\t4.0\n3.5\t3.0\n2.0\t8.0\n5.0\t3.0\n3.0\t3.0\n3.0\t6.0\n4.0\t15.0\n3.0\t8.0\n4.0\t12.0\n5.0\t4.0\n3.5\t208.0\n3.5\t34.0\n2.5\t3.0\n4.5\t6.0\n4.5\t12.0\n3.5\t7.0\n3.0\t9.0\n4.0\t4.0\n3.5\t18.0\n5.0\t7.0\n4.5\t14.0\n3.5\t96.0\n3.5\t518.0\n4.0\t4.0\n4.0\t6.0\n3.5\t42.0\n4.5\t4.0\n5.0\t45.0\n3.5\t8.0\n3.5\t6.0\n3.5\t37.0\n4.0\t6.0\n4.0\t5.0\n4.0\t8.0\n3.5\t35.0\n3.0\t9.0\n5.0\t4.0\n3.5\t22.0\n5.0\t3.0\n3.0\t3.0\n4.0\t7.0\n4.0\t6.0\n4.0\t110.0\n4.5\t50.0\n4.0\t13.0\n1.0\t7.0\n4.5\t51.0\n2.5\t28.0\n5.0\t3.0\n2.5\t72.0\n3.0\t15.0\n3.0\t20.0\n5.0\t41.0\n4.0\t4.0\n3.5\t5.0\n5.0\t5.0\n2.0\t4.0\n3.5\t48.0\n5.0\t6.0\n5.0\t3.0\n4.0\t17.0\n4.0\t81.0\n5.0\t6.0\n5.0\t3.0\n3.5\t46.0\n4.0\t90.0\n3.5\t29.0\n4.0\t6.0\n5.0\t30.0\n5.0\t9.0\n4.5\t17.0\n1.5\t6.0\n2.0\t3.0\n2.0\t4.0\n1.0\t34.0\n4.0\t7.0\n3.0\t9.0\n3.0\t12.0\n3.0\t27.0\n3.0\t6.0\n2.5\t5.0\n3.0\t16.0\n5.0\t4.0\n5.0\t4.0\n3.5\t11.0\n5.0\t36.0\n4.5\t11.0\n3.5\t3.0\n1.5\t6.0\n4.0\t8.0\n5.0\t3.0\n4.0\t12.0\n4.0\t4.0\n3.0\t19.0\n5.0\t11.0\n4.0\t7.0\n5.0\t6.0\n3.0\t7.0\n3.5\t9.0\n4.5\t112.0\n1.0\t4.0\n4.0\t13.0\n3.0\t86.0\n2.0\t49.0\n2.5\t51.0\n4.5\t48.0\n4.5\t3.0\n5.0\t3.0\n4.5\t83.0\n4.0\t738.0\n5.0\t3.0\n5.0\t4.0\n3.0\t12.0\n2.5\t24.0\n2.5\t9.0\n4.0\t206.0\n3.0\t5.0\n2.5\t71.0\n2.5\t4.0\n4.0\t248.0\n4.0\t49.0\n4.0\t10.0\n4.0\t4.0\n2.5\t5.0\n4.0\t3.0\n4.0\t8.0\n4.5\t5.0\n3.0\t144.0\n3.0\t13.0\n3.5\t6.0\n4.0\t340.0\n4.0\t3.0\n4.0\t742.0\n3.0\t48.0\n3.5\t174.0\n5.0\t13.0\n4.0\t60.0\n5.0\t5.0\n4.0\t8.0\n4.0\t15.0\n5.0\t3.0\n4.0\t43.0\n3.5\t37.0\n4.0\t162.0\n3.5\t7.0\n3.0\t4.0\n2.5\t3.0\n2.5\t3.0\n3.5\t11.0\n3.0\t7.0\n3.5\t4.0\n3.5\t11.0\n4.0\t4.0\n3.5\t3.0\n5.0\t3.0\n4.5\t3.0\n3.0\t5.0\n2.5\t25.0\n3.0\t3.0\n4.0\t5.0\n4.5\t33.0\n3.0\t3.0\n5.0\t9.0\n4.5\t4.0\n2.5\t5.0\n4.5\t12.0\n4.0\t5.0\n4.0\t191.0\n2.0\t8.0\n4.0\t5.0\n3.5\t122.0\n3.0\t3.0\n2.5\t6.0\n3.0\t4.0\n5.0\t3.0\n4.5\t3.0\n4.5\t15.0\n4.5\t5.0\n3.0\t4.0\n1.5\t92.0\n1.5\t3.0\n4.5\t8.0\n3.0\t8.0\n2.5\t140.0\n2.5\t14.0\n4.0\t95.0\n1.5\t20.0\n5.0\t80.0\n4.0\t5.0\n3.0\t14.0\n2.5\t29.0\n3.0\t5.0\n4.0\t11.0\n3.0\t4.0\n2.5\t15.0\n3.0\t6.0\n3.5\t241.0\n3.5\t26.0\n4.5\t54.0\n4.5\t15.0\n5.0\t4.0\n4.0\t5.0\n3.5\t3.0\n3.0\t108.0\n3.0\t7.0\n2.5\t6.0\n4.5\t6.0\n3.5\t238.0\n3.0\t3.0\n4.0\t11.0\n4.5\t12.0\n1.5\t3.0\n4.5\t14.0\n3.5\t190.0\n4.5\t16.0\n4.0\t3.0\n5.0\t3.0\n3.5\t51.0\n4.0\t52.0\n5.0\t3.0\n3.5\t3.0\n1.0\t3.0\n3.0\t12.0\n5.0\t77.0\n4.0\t44.0\n3.5\t8.0\n3.0\t4.0\n3.0\t6.0\n3.5\t37.0\n1.0\t7.0\n4.5\t3.0\n4.0\t46.0\n1.5\t16.0\n4.0\t152.0\n4.0\t4.0\n5.0\t4.0\n2.5\t3.0\n4.5\t4.0\n2.0\t4.0\n2.0\t4.0\n1.0\t3.0\n3.5\t5.0\n2.0\t52.0\n3.0\t110.0\n2.0\t6.0\n4.0\t89.0\n2.5\t3.0\n4.5\t23.0\n3.0\t50.0\n5.0\t3.0\n4.5\t10.0\n2.0\t10.0\n4.0\t4.0\n3.5\t4.0\n3.0\t28.0\n4.0\t10.0\n5.0\t48.0\n4.0\t7.0\n2.0\t4.0\n4.0\t105.0\n3.5\t6.0\n5.0\t9.0\n4.5\t4.0\n2.5\t3.0\n4.0\t9.0\n4.0\t5.0\n4.5\t17.0\n4.5\t387.0\n5.0\t5.0\n3.5\t3.0\n4.5\t54.0\n3.0\t46.0\n4.0\t146.0\n4.5\t7.0\n3.5\t5.0\n4.5\t17.0\n3.5\t29.0\n5.0\t8.0\n3.5\t5.0\n5.0\t3.0\n1.0\t4.0\n3.0\t6.0\n3.0\t13.0\n3.0\t360.0\n5.0\t3.0\n4.0\t22.0\n2.5\t7.0\n4.0\t4.0\n3.0\t12.0\n1.0\t6.0\n2.5\t46.0\n3.0\t12.0\n2.0\t6.0\n4.0\t63.0\n5.0\t12.0\n2.0\t12.0\n4.5\t4.0\n4.0\t172.0\n3.5\t5.0\n1.0\t3.0\n4.0\t38.0\n4.5\t3.0\n2.0\t17.0\n3.5\t3.0\n4.0\t170.0\n2.0\t5.0\n5.0\t11.0\n3.5\t15.0\n5.0\t3.0\n4.5\t28.0\n2.5\t3.0\n4.0\t18.0\n4.0\t14.0\n5.0\t10.0\n3.5\t119.0\n"}]},"apps":[],"jobName":"paragraph_1517781163750_-940458722","id":"20180204-135243_2070702569","dateCreated":"2018-02-04T13:52:43-0800","dateStarted":"2018-02-04T14:35:24-0800","dateFinished":"2018-02-04T14:35:24-0800","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4923"},{"text":"%md\nStep 3: Load the data from MapR-DB into a PySpark Dataframe using the [MapR-DB OJAI connector for Apache Spark](https://maprdocs.mapr.com/home/Spark/NativeSparkConnectorJSON.html). Query this data using SparkSQL to generate a filtered view. Finally, chart the probability of each rating using MatPlotLib.\n","user":"mapr","dateUpdated":"2018-02-04T14:28:12-0800","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>Step 3: Load the data from MapR-DB into a PySpark Dataframe using the <a href=\"https://maprdocs.mapr.com/home/Spark/NativeSparkConnectorJSON.html\">MapR-DB OJAI connector for Apache Spark</a>. Query this data using SparkSQL to generate a filtered view. Finally, chart the probability of each rating using MatPlotLib.</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1517782126237_-202335188","id":"20180204-140846_218278344","dateCreated":"2018-02-04T14:08:46-0800","dateStarted":"2018-02-04T14:28:13-0800","dateFinished":"2018-02-04T14:28:13-0800","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4924"},{"text":"%livy.pyspark\n\n#Query Business table in SparkSQL and store results to MapR-DB using the MapR-DB OJAI Connector for Apache Spark\nfrom pyspark.sql import SparkSession\nSparkSession.builder.appName(\"MapRDBOJAIConnectorPythonAPI\").getOrCreate()\ndf = spark.loadFromMapRDB(\"/user/mapr/business\")\ndf.createOrReplaceTempView(\"tempview\")\n\n# Create SQL view of all businesses \nsqlDF = spark.sql(\"SELECT _id, state, stars from tempview\")\n\n#Plot histogram of the data resulting from our query\ntry:\n from StringIO import StringIO\nexcept ImportError:\n from io import StringIO\n\nimport matplotlib\nimport matplotlib.pyplot as plt\nmatplotlib.use('svg')\nimport pandas\n\ndef show(plt):\n img = StringIO()\n plt.savefig(img, format='svg')\n img.seek(0)\n print(r'%html ' + img.getvalue())\n\nplt.hist(x=sqlDF.select('stars').toPandas(),normed=1, histtype='stepfilled')\nplt.xlabel('Stars')\nplt.ylabel('Probability')\nplt.grid(True)\nshow(plt)\nplt.close()\n\n\n\n\n\n\n\n\n","user":"mapr","dateUpdated":"2018-02-04T16:01:02-0800","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"python","editOnDblClick":false},"editorMode":"ace/mode/python"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (http://matplotlib.org/) -->\n<svg height=\"345pt\" version=\"1.1\" viewBox=\"0 0 460 345\" width=\"460pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <defs>\n <style type=\"text/css\">\n*{stroke-linecap:butt;stroke-linejoin:round;}\n </style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M 0 345.6 \nL 460.8 345.6 \nL 460.8 0 \nL 0 0 \nz\n\" style=\"fill:#ffffff;\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 57.6 307.584 \nL 414.72 307.584 \nL 414.72 41.472 \nL 57.6 41.472 \nz\n\" style=\"fill:#ffffff;\"/>\n </g>\n <g id=\"patch_3\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 73.832727 307.584 \nL 73.832727 278.919521 \nL 106.298182 278.919521 \nL 106.298182 275.022424 \nL 138.763636 275.022424 \nL 138.763636 237.05788 \nL 171.229091 237.05788 \nL 171.229091 185.389174 \nL 203.694545 185.389174 \nL 203.694545 307.584 \nL 236.16 307.584 \nL 236.16 132.464315 \nL 268.625455 132.464315 \nL 268.625455 65.14668 \nL 301.090909 65.14668 \nL 301.090909 54.144 \nL 333.556364 54.144 \nL 333.556364 119.948199 \nL 366.021818 119.948199 \nL 366.021818 99.183857 \nL 398.487273 99.183857 \nL 398.487273 307.584 \nL 366.021818 307.584 \nL 366.021818 307.584 \nL 333.556364 307.584 \nL 333.556364 307.584 \nL 301.090909 307.584 \nL 301.090909 307.584 \nL 268.625455 307.584 \nL 268.625455 307.584 \nL 236.16 307.584 \nL 236.16 307.584 \nL 203.694545 307.584 \nL 203.694545 307.584 \nL 171.229091 307.584 \nL 171.229091 307.584 \nL 138.763636 307.584 \nL 138.763636 307.584 \nL 106.298182 307.584 \nL 106.298182 307.584 \nz\n\" style=\"fill:#1f77b4;\"/>\n </g>\n <g id=\"matplotlib.axis_1\">\n <g id=\"xtick_1\">\n <g id=\"line2d_1\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 73.832727 307.584 \nL 73.832727 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_2\">\n <defs>\n <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"mb071b59d43\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n </defs>\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.832727\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_1\">\n <!-- 1.0 -->\n <defs>\n <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-31\"/>\n <path d=\"M 10.6875 12.40625 \nL 21 12.40625 \nL 21 0 \nL 10.6875 0 \nz\n\" id=\"DejaVuSans-2e\"/>\n <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-30\"/>\n </defs>\n <g transform=\"translate(65.881165 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-31\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_2\">\n <g id=\"line2d_3\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 114.414545 307.584 \nL 114.414545 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_4\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"114.414545\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- 1.5 -->\n <defs>\n <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-35\"/>\n </defs>\n <g transform=\"translate(106.462983 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-31\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_3\">\n <g id=\"line2d_5\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 154.996364 307.584 \nL 154.996364 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_6\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"154.996364\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- 2.0 -->\n <defs>\n <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-32\"/>\n </defs>\n <g transform=\"translate(147.044801 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-32\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_4\">\n <g id=\"line2d_7\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 195.578182 307.584 \nL 195.578182 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_8\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.578182\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 2.5 -->\n <g transform=\"translate(187.626619 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-32\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_5\">\n <g id=\"line2d_9\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 236.16 307.584 \nL 236.16 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_10\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"236.16\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- 3.0 -->\n <defs>\n <path d=\"M 40.578125 39.3125 \nQ 47.65625 37.796875 51.625 33 \nQ 55.609375 28.21875 55.609375 21.1875 \nQ 55.609375 10.40625 48.1875 4.484375 \nQ 40.765625 -1.421875 27.09375 -1.421875 \nQ 22.515625 -1.421875 17.65625 -0.515625 \nQ 12.796875 0.390625 7.625 2.203125 \nL 7.625 11.71875 \nQ 11.71875 9.328125 16.59375 8.109375 \nQ 21.484375 6.890625 26.8125 6.890625 \nQ 36.078125 6.890625 40.9375 10.546875 \nQ 45.796875 14.203125 45.796875 21.1875 \nQ 45.796875 27.640625 41.28125 31.265625 \nQ 36.765625 34.90625 28.71875 34.90625 \nL 20.21875 34.90625 \nL 20.21875 43.015625 \nL 29.109375 43.015625 \nQ 36.375 43.015625 40.234375 45.921875 \nQ 44.09375 48.828125 44.09375 54.296875 \nQ 44.09375 59.90625 40.109375 62.90625 \nQ 36.140625 65.921875 28.71875 65.921875 \nQ 24.65625 65.921875 20.015625 65.03125 \nQ 15.375 64.15625 9.8125 62.3125 \nL 9.8125 71.09375 \nQ 15.4375 72.65625 20.34375 73.4375 \nQ 25.25 74.21875 29.59375 74.21875 \nQ 40.828125 74.21875 47.359375 69.109375 \nQ 53.90625 64.015625 53.90625 55.328125 \nQ 53.90625 49.265625 50.4375 45.09375 \nQ 46.96875 40.921875 40.578125 39.3125 \nz\n\" id=\"DejaVuSans-33\"/>\n </defs>\n <g transform=\"translate(228.208438 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-33\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_6\">\n <g id=\"line2d_11\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 276.741818 307.584 \nL 276.741818 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_12\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"276.741818\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_6\">\n <!-- 3.5 -->\n <g transform=\"translate(268.790256 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-33\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_7\">\n <g id=\"line2d_13\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 317.323636 307.584 \nL 317.323636 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_14\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"317.323636\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_7\">\n <!-- 4.0 -->\n <defs>\n <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-34\"/>\n </defs>\n <g transform=\"translate(309.372074 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-34\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_8\">\n <g id=\"line2d_15\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 357.905455 307.584 \nL 357.905455 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_16\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"357.905455\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_8\">\n <!-- 4.5 -->\n <g transform=\"translate(349.953892 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-34\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_9\">\n <g id=\"line2d_17\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 398.487273 307.584 \nL 398.487273 41.472 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_18\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"398.487273\" xlink:href=\"#mb071b59d43\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_9\">\n <!-- 5.0 -->\n <g transform=\"translate(390.53571 322.182437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-35\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"text_10\">\n <!-- Stars -->\n <defs>\n <path d=\"M 53.515625 70.515625 \nL 53.515625 60.890625 \nQ 47.90625 63.578125 42.921875 64.890625 \nQ 37.9375 66.21875 33.296875 66.21875 \nQ 25.25 66.21875 20.875 63.09375 \nQ 16.5 59.96875 16.5 54.203125 \nQ 16.5 49.359375 19.40625 46.890625 \nQ 22.3125 44.4375 30.421875 42.921875 \nL 36.375 41.703125 \nQ 47.40625 39.59375 52.65625 34.296875 \nQ 57.90625 29 57.90625 20.125 \nQ 57.90625 9.515625 50.796875 4.046875 \nQ 43.703125 -1.421875 29.984375 -1.421875 \nQ 24.8125 -1.421875 18.96875 -0.25 \nQ 13.140625 0.921875 6.890625 3.21875 \nL 6.890625 13.375 \nQ 12.890625 10.015625 18.65625 8.296875 \nQ 24.421875 6.59375 29.984375 6.59375 \nQ 38.421875 6.59375 43.015625 9.90625 \nQ 47.609375 13.234375 47.609375 19.390625 \nQ 47.609375 24.75 44.3125 27.78125 \nQ 41.015625 30.8125 33.5 32.328125 \nL 27.484375 33.5 \nQ 16.453125 35.6875 11.515625 40.375 \nQ 6.59375 45.0625 6.59375 53.421875 \nQ 6.59375 63.09375 13.40625 68.65625 \nQ 20.21875 74.21875 32.171875 74.21875 \nQ 37.3125 74.21875 42.625 73.28125 \nQ 47.953125 72.359375 53.515625 70.515625 \nz\n\" id=\"DejaVuSans-53\"/>\n <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-74\"/>\n <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-61\"/>\n <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-72\"/>\n <path d=\"M 44.28125 53.078125 \nL 44.28125 44.578125 \nQ 40.484375 46.53125 36.375 47.5 \nQ 32.28125 48.484375 27.875 48.484375 \nQ 21.1875 48.484375 17.84375 46.4375 \nQ 14.5 44.390625 14.5 40.28125 \nQ 14.5 37.15625 16.890625 35.375 \nQ 19.28125 33.59375 26.515625 31.984375 \nL 29.59375 31.296875 \nQ 39.15625 29.25 43.1875 25.515625 \nQ 47.21875 21.78125 47.21875 15.09375 \nQ 47.21875 7.46875 41.1875 3.015625 \nQ 35.15625 -1.421875 24.609375 -1.421875 \nQ 20.21875 -1.421875 15.453125 -0.5625 \nQ 10.6875 0.296875 5.421875 2 \nL 5.421875 11.28125 \nQ 10.40625 8.6875 15.234375 7.390625 \nQ 20.0625 6.109375 24.8125 6.109375 \nQ 31.15625 6.109375 34.5625 8.28125 \nQ 37.984375 10.453125 37.984375 14.40625 \nQ 37.984375 18.0625 35.515625 20.015625 \nQ 33.0625 21.96875 24.703125 23.78125 \nL 21.578125 24.515625 \nQ 13.234375 26.265625 9.515625 29.90625 \nQ 5.8125 33.546875 5.8125 39.890625 \nQ 5.8125 47.609375 11.28125 51.796875 \nQ 16.75 56 26.8125 56 \nQ 31.78125 56 36.171875 55.265625 \nQ 40.578125 54.546875 44.28125 53.078125 \nz\n\" id=\"DejaVuSans-73\"/>\n </defs>\n <g transform=\"translate(223.301406 335.860562)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-53\"/>\n <use x=\"63.476562\" xlink:href=\"#DejaVuSans-74\"/>\n <use x=\"102.685547\" xlink:href=\"#DejaVuSans-61\"/>\n <use x=\"163.964844\" xlink:href=\"#DejaVuSans-72\"/>\n <use x=\"205.078125\" xlink:href=\"#DejaVuSans-73\"/>\n </g>\n </g>\n </g>\n <g id=\"matplotlib.axis_2\">\n <g id=\"ytick_1\">\n <g id=\"line2d_19\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 57.6 307.584 \nL 414.72 307.584 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_20\">\n <defs>\n <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"mafd616ab6e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n </defs>\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mafd616ab6e\" y=\"307.584\"/>\n </g>\n </g>\n <g id=\"text_11\">\n <!-- 0.00 -->\n <g transform=\"translate(28.334375 311.383219)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_2\">\n <g id=\"line2d_21\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 57.6 254.744802 \nL 414.72 254.744802 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_22\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mafd616ab6e\" y=\"254.744802\"/>\n </g>\n </g>\n <g id=\"text_12\">\n <!-- 0.05 -->\n <g transform=\"translate(28.334375 258.544021)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_3\">\n <g id=\"line2d_23\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 57.6 201.905604 \nL 414.72 201.905604 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_24\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mafd616ab6e\" y=\"201.905604\"/>\n </g>\n </g>\n <g id=\"text_13\">\n <!-- 0.10 -->\n <g transform=\"translate(28.334375 205.704823)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-31\"/>\n <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_4\">\n <g id=\"line2d_25\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 57.6 149.066406 \nL 414.72 149.066406 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_26\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mafd616ab6e\" y=\"149.066406\"/>\n </g>\n </g>\n <g id=\"text_14\">\n <!-- 0.15 -->\n <g transform=\"translate(28.334375 152.865625)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-31\"/>\n <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_5\">\n <g id=\"line2d_27\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 57.6 96.227208 \nL 414.72 96.227208 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_28\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mafd616ab6e\" y=\"96.227208\"/>\n </g>\n </g>\n <g id=\"text_15\">\n <!-- 0.20 -->\n <g transform=\"translate(28.334375 100.026427)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\n <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_6\">\n <g id=\"line2d_29\">\n <path clip-path=\"url(#pb872d48d99)\" d=\"M 57.6 43.38801 \nL 414.72 43.38801 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n </g>\n <g id=\"line2d_30\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mafd616ab6e\" y=\"43.38801\"/>\n </g>\n </g>\n <g id=\"text_16\">\n <!-- 0.25 -->\n <g transform=\"translate(28.334375 47.187229)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-30\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\n <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n </g>\n </g>\n </g>\n <g id=\"text_17\">\n <!-- Probability -->\n <defs>\n <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-50\"/>\n <path d=\"M 30.609375 48.390625 \nQ 23.390625 48.390625 19.1875 42.75 \nQ 14.984375 37.109375 14.984375 27.296875 \nQ 14.984375 17.484375 19.15625 11.84375 \nQ 23.34375 6.203125 30.609375 6.203125 \nQ 37.796875 6.203125 41.984375 11.859375 \nQ 46.1875 17.53125 46.1875 27.296875 \nQ 46.1875 37.015625 41.984375 42.703125 \nQ 37.796875 48.390625 30.609375 48.390625 \nz\nM 30.609375 56 \nQ 42.328125 56 49.015625 48.375 \nQ 55.71875 40.765625 55.71875 27.296875 \nQ 55.71875 13.875 49.015625 6.21875 \nQ 42.328125 -1.421875 30.609375 -1.421875 \nQ 18.84375 -1.421875 12.171875 6.21875 \nQ 5.515625 13.875 5.515625 27.296875 \nQ 5.515625 40.765625 12.171875 48.375 \nQ 18.84375 56 30.609375 56 \nz\n\" id=\"DejaVuSans-6f\"/>\n <path d=\"M 48.6875 27.296875 \nQ 48.6875 37.203125 44.609375 42.84375 \nQ 40.53125 48.484375 33.40625 48.484375 \nQ 26.265625 48.484375 22.1875 42.84375 \nQ 18.109375 37.203125 18.109375 27.296875 \nQ 18.109375 17.390625 22.1875 11.75 \nQ 26.265625 6.109375 33.40625 6.109375 \nQ 40.53125 6.109375 44.609375 11.75 \nQ 48.6875 17.390625 48.6875 27.296875 \nz\nM 18.109375 46.390625 \nQ 20.953125 51.265625 25.265625 53.625 \nQ 29.59375 56 35.59375 56 \nQ 45.5625 56 51.78125 48.09375 \nQ 58.015625 40.1875 58.015625 27.296875 \nQ 58.015625 14.40625 51.78125 6.484375 \nQ 45.5625 -1.421875 35.59375 -1.421875 \nQ 29.59375 -1.421875 25.265625 0.953125 \nQ 20.953125 3.328125 18.109375 8.203125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nz\n\" id=\"DejaVuSans-62\"/>\n <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-69\"/>\n <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-6c\"/>\n <path d=\"M 32.171875 -5.078125 \nQ 28.375 -14.84375 24.75 -17.8125 \nQ 21.140625 -20.796875 15.09375 -20.796875 \nL 7.90625 -20.796875 \nL 7.90625 -13.28125 \nL 13.1875 -13.28125 \nQ 16.890625 -13.28125 18.9375 -11.515625 \nQ 21 -9.765625 23.484375 -3.21875 \nL 25.09375 0.875 \nL 2.984375 54.6875 \nL 12.5 54.6875 \nL 29.59375 11.921875 \nL 46.6875 54.6875 \nL 56.203125 54.6875 \nz\n\" id=\"DejaVuSans-79\"/>\n </defs>\n <g transform=\"translate(22.254687 201.154562)rotate(-90)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-50\"/>\n <use x=\"60.287109\" xlink:href=\"#DejaVuSans-72\"/>\n <use x=\"101.369141\" xlink:href=\"#DejaVuSans-6f\"/>\n <use x=\"162.550781\" xlink:href=\"#DejaVuSans-62\"/>\n <use x=\"226.027344\" xlink:href=\"#DejaVuSans-61\"/>\n <use x=\"287.306641\" xlink:href=\"#DejaVuSans-62\"/>\n <use x=\"350.783203\" xlink:href=\"#DejaVuSans-69\"/>\n <use x=\"378.566406\" xlink:href=\"#DejaVuSans-6c\"/>\n <use x=\"406.349609\" xlink:href=\"#DejaVuSans-69\"/>\n <use x=\"434.132812\" xlink:href=\"#DejaVuSans-74\"/>\n <use x=\"473.341797\" xlink:href=\"#DejaVuSans-79\"/>\n </g>\n </g>\n </g>\n <g id=\"patch_4\">\n <path d=\"M 57.6 307.584 \nL 57.6 41.472 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_5\">\n <path d=\"M 414.72 307.584 \nL 414.72 41.472 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_6\">\n <path d=\"M 57.6 307.584 \nL 414.72 307.584 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_7\">\n <path d=\"M 57.6 41.472 \nL 414.72 41.472 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n </g>\n </g>\n <defs>\n <clipPath id=\"pb872d48d99\">\n <rect height=\"266.112\" width=\"357.12\" x=\"57.6\" y=\"41.472\"/>\n </clipPath>\n </defs>\n</svg>"}]},"apps":[],"jobName":"paragraph_1517608823250_-517192492","id":"20180202-140023_1444358065","dateCreated":"2018-02-02T14:00:23-0800","dateStarted":"2018-02-04T16:01:02-0800","dateFinished":"2018-02-04T16:01:07-0800","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4925"},{"text":"%livy.pyspark\n","user":"mapr","dateUpdated":"2018-02-04T14:28:18-0800","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"python","editOnDblClick":false},"editorMode":"ace/mode/python"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1517773156388_358419177","id":"20180204-113916_996648103","dateCreated":"2018-02-04T11:39:16-0800","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4926"}],"name":"MapR Yelp tutorial","id":"2D5JXXRHZ","angularObjects":{"2D5QRF2SQ:shared_process":[],"2D6XJU4HT:shared_process":[],"2D5AYAY4K:shared_process":[],"2D6WENU19:shared_process":[],"2D6BUCBPE:shared_process":[],"2D7QABU2M:shared_process":[],"2D7QKMXTZ:shared_process":[],"2D5TD9DGK:shared_process":[],"2D65Y4D2X:shared_process":[],"2D67BZWE2:shared_process":[],"2D7TB3W2J:shared_process":[],"2D7EBBHKA:shared_process":[],"2D7JBGAJ3:shared_process":[],"2D7NMKKET:shared_process":[],"2D5TE8U81:shared_process":[],"2D4UUFDG6:shared_process":[],"2D8GWPP2A:shared_process":[],"2D8DS3ZNY:shared_process":[],"2D5F24DA6:shared_process":[],"2D5TY1Y7G:shared_process":[]},"config":{"looknfeel":"default","personalizedMode":"false"},"info":{}}