{"paragraphs":[{"text":"%md\n### Check raw data\n","user":"anonymous","dateUpdated":"2020-09-23T09:33:02+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Check raw data</h3>\n</div>"}]},"apps":[],"jobName":"paragraph_1600820110355_-1594089290","id":"20200923-091510_375598715","dateCreated":"2020-09-23T09:15:10+0900","dateStarted":"2020-09-23T09:33:02+0900","dateFinished":"2020-09-23T09:33:04+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:482"},{"text":"%sh\nls -alhF /nvme_ssd/nyc_taxi/csv_gz/csv1","user":"anonymous","dateUpdated":"2020-09-23T11:46:31+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"합계 14G\ndrwxrwxrwx 2 nvkvs nvkvs 4.0K  9월 23 11:41 ./\ndrwxrwxr-x 8 nvkvs nvkvs 4.0K  9월 23 11:45 ../\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:32 trips_xaq.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:35 trips_xar.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:39 trips_xas.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:42 trips_xat.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:46 trips_xau.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:49 trips_xav.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:53 trips_xaw.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 11:57 trips_xax.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 12:00 trips_xay.csv.gz\n-rw------- 1 nvkvs nvkvs 1.2G  9월 14 12:04 trips_xaz.csv.gz\n-rw------- 1 nvkvs nvkvs 300M  9월 14 14:30 trips_xda.csv.gz\n-rw------- 1 nvkvs nvkvs 329M  9월 14 14:31 trips_xdb.csv.gz\n-rw------- 1 nvkvs nvkvs 1.4G  9월 14 14:35 trips_xdc.csv.gz\n-rw------- 1 nvkvs nvkvs 302M  9월 14 14:36 trips_xdd.csv.gz\n"}]},"apps":[],"jobName":"paragraph_1600820192784_1482329901","id":"20200923-091632_1521738932","dateCreated":"2020-09-23T09:16:32+0900","dateStarted":"2020-09-23T11:46:31+0900","dateFinished":"2020-09-23T11:46:31+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:483"},{"text":"%sh\n%sh\nls -alhF /nvme_ssd/nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T13:00:15+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"bash: line 0: fg: no job control\n합계 444G\ndrwxrwxrwx 2 nvkvs nvkvs 4.0K  9월 23 10:59 ./\ndrwxr-xr-x 4 nvkvs nvkvs 4.0K  9월 23 10:15 ../\n-rw------- 1 nvkvs nvkvs 4.2G  9월 14 10:41 trips_xac.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 10:45 trips_xad.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 10:49 trips_xae.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 10:52 trips_xaf.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 10:56 trips_xag.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 10:59 trips_xah.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:03 trips_xai.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:06 trips_xaj.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 11:10 trips_xak.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:14 trips_xal.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:17 trips_xam.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:21 trips_xan.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:24 trips_xao.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:28 trips_xap.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:32 trips_xaq.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:35 trips_xar.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 11:39 trips_xas.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:42 trips_xat.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:46 trips_xau.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 11:49 trips_xav.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 11:53 trips_xaw.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 11:57 trips_xax.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 12:00 trips_xay.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 12:04 trips_xaz.csv\n-rw------- 1 nvkvs nvkvs 6.6G  9월 14 12:07 trips_xba.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 12:11 trips_xbb.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 12:15 trips_xbc.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 12:18 trips_xbd.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 12:22 trips_xbe.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 12:25 trips_xbf.csv\n-rw------- 1 nvkvs nvkvs 6.7G  9월 14 12:29 trips_xbg.csv\n-rw------- 1 nvkvs nvkvs 6.5G  9월 14 12:32 trips_xbh.csv\n-rw------- 1 nvkvs nvkvs 6.3G  9월 14 12:36 trips_xbi.csv\n-rw------- 1 nvkvs nvkvs 6.3G  9월 14 12:39 trips_xbj.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 12:42 trips_xbk.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 12:46 trips_xbl.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 12:49 trips_xbm.csv\n-rw------- 1 nvkvs nvkvs 6.3G  9월 14 12:52 trips_xbn.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 12:56 trips_xbo.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 12:59 trips_xbp.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:02 trips_xbq.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:06 trips_xbr.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:09 trips_xbs.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:13 trips_xbt.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:16 trips_xbu.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:20 trips_xbv.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:23 trips_xbw.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:26 trips_xbx.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:30 trips_xby.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:33 trips_xbz.csv\n-rw------- 1 nvkvs nvkvs 6.4G  9월 14 13:36 trips_xca.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 13:40 trips_xcb.csv\n-rw------- 1 nvkvs nvkvs 6.1G  9월 14 13:44 trips_xcc.csv\n-rw------- 1 nvkvs nvkvs 6.1G  9월 14 13:48 trips_xcd.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 13:51 trips_xce.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 13:55 trips_xcf.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 13:58 trips_xcg.csv\n-rw------- 1 nvkvs nvkvs 6.1G  9월 14 14:02 trips_xch.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 14:05 trips_xci.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 14:09 trips_xcj.csv\n-rw------- 1 nvkvs nvkvs 6.2G  9월 14 14:12 trips_xck.csv\n-rw------- 1 nvkvs nvkvs 5.6G  9월 14 14:15 trips_xcl.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:16 trips_xcm.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:17 trips_xcn.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:18 trips_xco.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:19 trips_xcp.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:20 trips_xcq.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:21 trips_xcr.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:22 trips_xcs.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:23 trips_xct.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:24 trips_xcu.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:25 trips_xcv.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:26 trips_xcw.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:27 trips_xcx.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:28 trips_xcy.csv\n-rw------- 1 nvkvs nvkvs 2.5G  9월 14 14:29 trips_xcz.csv\n-rw------- 1 nvkvs nvkvs 2.6G  9월 14 14:30 trips_xda.csv\n-rw------- 1 nvkvs nvkvs 2.7G  9월 14 14:31 trips_xdb.csv\n-rw------- 1 nvkvs nvkvs 6.0G  9월 14 14:35 trips_xdc.csv\n-rw------- 1 nvkvs nvkvs 1.3G  9월 14 14:36 trips_xdd.csv\n"}]},"apps":[],"jobName":"paragraph_1600828472073_-1509585039","id":"20200923-113432_175802440","dateCreated":"2020-09-23T11:34:32+0900","dateStarted":"2020-09-23T13:00:15+0900","dateFinished":"2020-09-23T13:00:15+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:484"},{"text":"%md\n### Put csv file into HDFS\n","user":"anonymous","dateUpdated":"2020-11-09T16:00:37+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":false,"tableHide":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Put csv file into HDFS</h3>\n</div>"}]},"apps":[],"jobName":"paragraph_1600821652013_207228841","id":"20200923-094052_1144449312","dateCreated":"2020-09-23T09:40:52+0900","dateStarted":"2020-09-23T09:43:29+0900","dateFinished":"2020-09-23T09:43:29+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:485"},{"text":"%sh\nhdfs dfs -mkdir /nyc_taxi","user":"anonymous","dateUpdated":"2020-09-23T10:51:34+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh","editorHide":false,"tableHide":true},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1600821799100_-1555694342","id":"20200923-094319_771361679","dateCreated":"2020-09-23T09:43:19+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:486"},{"text":"%sh\nhdfs dfs -mkdir /nyc_taxi/test","user":"anonymous","dateUpdated":"2020-09-23T13:00:52+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600833622864_-1267913188","id":"20200923-130022_1685881807","dateCreated":"2020-09-23T13:00:22+0900","dateStarted":"2020-09-23T13:00:53+0900","dateFinished":"2020-09-23T13:00:54+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:487"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv/trips_xdd.csv /nyc_taxi","user":"anonymous","dateUpdated":"2020-09-23T13:15:43+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600834450831_1584201173","id":"20200923-131410_1186222681","dateCreated":"2020-09-23T13:14:10+0900","dateStarted":"2020-09-23T13:15:43+0900","dateFinished":"2020-09-23T13:15:49+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:488"},{"text":"%sh\nhdfs dfs  -ls /nyc_taxi","user":"anonymous","dateUpdated":"2020-09-23T13:32:07+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"Found 3 items\ndrwxr-xr-x   - nvkvs supergroup          0 2020-09-23 11:55 /nyc_taxi/csv\ndrwxr-xr-x   - nvkvs supergroup          0 2020-09-23 13:04 /nyc_taxi/test\n-rw-r--r--   2 nvkvs supergroup 1340137521 2020-09-23 13:18 /nyc_taxi/trips_xdd.csv\n"}]},"apps":[],"jobName":"paragraph_1600834557831_-1941418120","id":"20200923-131557_1879871580","dateCreated":"2020-09-23T13:15:57+0900","dateStarted":"2020-09-23T13:32:08+0900","dateFinished":"2020-09-23T13:32:11+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:489"},{"text":"%sh\nhdfs dfs -rm /nyc_taxi/csv/*","user":"anonymous","dateUpdated":"2020-09-23T11:39:49+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xac.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xad.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xae.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xaf.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xag.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xah.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xai.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xaj.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xak.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xal.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xam.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xan.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xao.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xap.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xaq.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xar.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xas.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xat.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xau.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xav.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xaw.csv.gz\n20/09/23 11:39:51 INFO fs.TrashPolicyDefault: Namenode trash configuration: Deletion interval = 0 minutes, Emptier interval = 0 minutes.\nDeleted /nyc_taxi/csv/trips_xax.csv.gz._COPYING_\n"}]},"apps":[],"jobName":"paragraph_1600827344949_-1157050172","id":"20200923-111544_134488376","dateCreated":"2020-09-23T11:15:44+0900","dateStarted":"2020-09-23T11:39:49+0900","dateFinished":"2020-09-23T11:39:51+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:490"},{"text":"%sh\nhdfs dfs -ls /nyc_taxi/csv\n","user":"anonymous","dateUpdated":"2020-09-23T13:28:12+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh","editorHide":false,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"Found 80 items\n-rw-r--r--   2 nvkvs supergroup  682059127 2020-09-23 11:51 /nyc_taxi/csv/trips_xac.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1241028912 2020-09-23 11:51 /nyc_taxi/csv/trips_xad.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1247723629 2020-09-23 11:51 /nyc_taxi/csv/trips_xae.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1239979778 2020-09-23 11:51 /nyc_taxi/csv/trips_xaf.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1241485216 2020-09-23 11:51 /nyc_taxi/csv/trips_xag.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1244003993 2020-09-23 11:51 /nyc_taxi/csv/trips_xah.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1245638536 2020-09-23 11:51 /nyc_taxi/csv/trips_xai.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1255434689 2020-09-23 11:52 /nyc_taxi/csv/trips_xaj.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1254333772 2020-09-23 11:52 /nyc_taxi/csv/trips_xak.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1248816978 2020-09-23 11:52 /nyc_taxi/csv/trips_xal.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1252390455 2020-09-23 11:52 /nyc_taxi/csv/trips_xam.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1252709671 2020-09-23 11:52 /nyc_taxi/csv/trips_xan.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1248178394 2020-09-23 11:52 /nyc_taxi/csv/trips_xao.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1230360668 2020-09-23 11:52 /nyc_taxi/csv/trips_xap.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1240059297 2020-09-23 11:50 /nyc_taxi/csv/trips_xaq.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1230191643 2020-09-23 11:50 /nyc_taxi/csv/trips_xar.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1233907565 2020-09-23 11:50 /nyc_taxi/csv/trips_xas.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1235237631 2020-09-23 11:50 /nyc_taxi/csv/trips_xat.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1234494344 2020-09-23 11:50 /nyc_taxi/csv/trips_xau.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1238543244 2020-09-23 11:50 /nyc_taxi/csv/trips_xav.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1237208744 2020-09-23 11:50 /nyc_taxi/csv/trips_xaw.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1238195894 2020-09-23 11:50 /nyc_taxi/csv/trips_xax.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1240411093 2020-09-23 11:50 /nyc_taxi/csv/trips_xay.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1239330414 2020-09-23 11:50 /nyc_taxi/csv/trips_xaz.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1234747883 2020-09-23 11:55 /nyc_taxi/csv/trips_xba.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1240854472 2020-09-23 11:55 /nyc_taxi/csv/trips_xbb.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1246782641 2020-09-23 11:55 /nyc_taxi/csv/trips_xbc.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1244404652 2020-09-23 11:55 /nyc_taxi/csv/trips_xbd.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1249189338 2020-09-23 11:55 /nyc_taxi/csv/trips_xbe.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1246662648 2020-09-23 11:55 /nyc_taxi/csv/trips_xbf.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1244350706 2020-09-23 11:55 /nyc_taxi/csv/trips_xbg.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1174418199 2020-09-23 11:55 /nyc_taxi/csv/trips_xbh.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1144207638 2020-09-23 11:55 /nyc_taxi/csv/trips_xbi.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1150126946 2020-09-23 11:55 /nyc_taxi/csv/trips_xbj.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1139729357 2020-09-23 11:55 /nyc_taxi/csv/trips_xbk.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1142405459 2020-09-23 11:55 /nyc_taxi/csv/trips_xbl.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1150779353 2020-09-23 11:55 /nyc_taxi/csv/trips_xbm.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1137263589 2020-09-23 11:50 /nyc_taxi/csv/trips_xbn.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1148743399 2020-09-23 11:50 /nyc_taxi/csv/trips_xbo.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1152840489 2020-09-23 11:50 /nyc_taxi/csv/trips_xbp.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1164116658 2020-09-23 11:50 /nyc_taxi/csv/trips_xbq.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1155781111 2020-09-23 11:51 /nyc_taxi/csv/trips_xbr.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1154000408 2020-09-23 11:51 /nyc_taxi/csv/trips_xbs.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1149618190 2020-09-23 11:51 /nyc_taxi/csv/trips_xbt.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1152044672 2020-09-23 11:51 /nyc_taxi/csv/trips_xbu.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1147085796 2020-09-23 11:51 /nyc_taxi/csv/trips_xbv.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1151315315 2020-09-23 11:51 /nyc_taxi/csv/trips_xbw.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1146642764 2020-09-23 11:51 /nyc_taxi/csv/trips_xbx.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1154896559 2020-09-23 11:51 /nyc_taxi/csv/trips_xby.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1150805950 2020-09-23 11:51 /nyc_taxi/csv/trips_xbz.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1157091972 2020-09-23 11:53 /nyc_taxi/csv/trips_xca.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1379791277 2020-09-23 11:53 /nyc_taxi/csv/trips_xcb.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1404496442 2020-09-23 11:53 /nyc_taxi/csv/trips_xcc.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1404944317 2020-09-23 11:53 /nyc_taxi/csv/trips_xcd.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1357713120 2020-09-23 11:53 /nyc_taxi/csv/trips_xce.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1329267593 2020-09-23 11:53 /nyc_taxi/csv/trips_xcf.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1330316760 2020-09-23 11:54 /nyc_taxi/csv/trips_xcg.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1327835602 2020-09-23 11:54 /nyc_taxi/csv/trips_xch.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1332025545 2020-09-23 11:54 /nyc_taxi/csv/trips_xci.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1329680932 2020-09-23 11:54 /nyc_taxi/csv/trips_xcj.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1333175999 2020-09-23 11:54 /nyc_taxi/csv/trips_xck.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1178871585 2020-09-23 11:54 /nyc_taxi/csv/trips_xcl.csv.gz\n-rw-r--r--   2 nvkvs supergroup  267816721 2020-09-23 11:54 /nyc_taxi/csv/trips_xcm.csv.gz\n-rw-r--r--   2 nvkvs supergroup  271020721 2020-09-23 11:54 /nyc_taxi/csv/trips_xcn.csv.gz\n-rw-r--r--   2 nvkvs supergroup  269334420 2020-09-23 11:54 /nyc_taxi/csv/trips_xco.csv.gz\n-rw-r--r--   2 nvkvs supergroup  266656006 2020-09-23 11:54 /nyc_taxi/csv/trips_xcp.csv.gz\n-rw-r--r--   2 nvkvs supergroup  270337974 2020-09-23 11:54 /nyc_taxi/csv/trips_xcq.csv.gz\n-rw-r--r--   2 nvkvs supergroup  273550854 2020-09-23 11:54 /nyc_taxi/csv/trips_xcr.csv.gz\n-rw-r--r--   2 nvkvs supergroup  304525533 2020-09-23 11:54 /nyc_taxi/csv/trips_xcs.csv.gz\n-rw-r--r--   2 nvkvs supergroup  305767278 2020-09-23 11:54 /nyc_taxi/csv/trips_xct.csv.gz\n-rw-r--r--   2 nvkvs supergroup  304081746 2020-09-23 11:54 /nyc_taxi/csv/trips_xcu.csv.gz\n-rw-r--r--   2 nvkvs supergroup  304179351 2020-09-23 11:54 /nyc_taxi/csv/trips_xcv.csv.gz\n-rw-r--r--   2 nvkvs supergroup  307056917 2020-09-23 11:54 /nyc_taxi/csv/trips_xcw.csv.gz\n-rw-r--r--   2 nvkvs supergroup  306909179 2020-09-23 11:54 /nyc_taxi/csv/trips_xcx.csv.gz\n-rw-r--r--   2 nvkvs supergroup  308087984 2020-09-23 11:54 /nyc_taxi/csv/trips_xcy.csv.gz\n-rw-r--r--   2 nvkvs supergroup  305937931 2020-09-23 11:54 /nyc_taxi/csv/trips_xcz.csv.gz\n-rw-r--r--   2 nvkvs supergroup  313971384 2020-09-23 11:50 /nyc_taxi/csv/trips_xda.csv.gz\n-rw-r--r--   2 nvkvs supergroup  344120500 2020-09-23 11:50 /nyc_taxi/csv/trips_xdb.csv.gz\n-rw-r--r--   2 nvkvs supergroup 1494167599 2020-09-23 11:50 /nyc_taxi/csv/trips_xdc.csv.gz\n-rw-r--r--   2 nvkvs supergroup  315844390 2020-09-23 11:50 /nyc_taxi/csv/trips_xdd.csv.gz\n"}]},"apps":[],"jobName":"paragraph_1600825767235_156864883","id":"20200923-104927_1677515342","dateCreated":"2020-09-23T10:49:27+0900","dateStarted":"2020-09-23T13:28:12+0900","dateFinished":"2020-09-23T13:28:16+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:491"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv_gz/csv1/* /nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T11:46:47+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600828508471_-228948629","id":"20200923-113508_1311795033","dateCreated":"2020-09-23T11:35:08+0900","dateStarted":"2020-09-23T11:46:47+0900","dateFinished":"2020-09-23T11:47:21+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:492"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv_gz/csv2/* /nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T11:47:34+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600825772518_-1219202986","id":"20200923-104932_1751282852","dateCreated":"2020-09-23T10:49:32+0900","dateStarted":"2020-09-23T11:47:34+0900","dateFinished":"2020-09-23T11:48:13+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:493"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv_gz/csv3/* /nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T11:48:24+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600829210710_1282914941","id":"20200923-114650_1116423600","dateCreated":"2020-09-23T11:46:50+0900","dateStarted":"2020-09-23T11:48:24+0900","dateFinished":"2020-09-23T11:49:07+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:495"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv_gz/csv4/* /nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T11:50:25+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600825840473_-968300368","id":"20200923-105040_204236346","dateCreated":"2020-09-23T10:50:40+0900","dateStarted":"2020-09-23T11:50:25+0900","dateFinished":"2020-09-23T11:51:07+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:496"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv_gz/csv5/* /nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T11:51:34+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600829237594_113561761","id":"20200923-114717_1951867542","dateCreated":"2020-09-23T11:47:17+0900","dateStarted":"2020-09-23T11:51:34+0900","dateFinished":"2020-09-23T11:51:47+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:497"},{"text":"%sh\nhdfs dfs -put /nvme_ssd/nyc_taxi/csv_gz/csv6/* /nyc_taxi/csv","user":"anonymous","dateUpdated":"2020-09-23T11:51:51+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"sh","editOnDblClick":false,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/sh"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600829238538_695982946","id":"20200923-114718_475491190","dateCreated":"2020-09-23T11:47:18+0900","dateStarted":"2020-09-23T11:51:51+0900","dateFinished":"2020-09-23T11:52:34+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:498"},{"text":"%md\n### Create table","user":"anonymous","dateUpdated":"2020-11-09T16:00:48+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905200357_900083231","id":"20201109-160000_224653032","dateCreated":"2020-11-09T16:00:00+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11187","dateFinished":"2020-11-09T16:00:48+0900","dateStarted":"2020-11-09T16:00:48+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Create table</h3>\n</div>"}]}},{"text":"%md\n```\nCREATE TABLE trips (\n    trip_id                 INTEGER NOT NULL DISTKEY ENCODE LZO,\n    vendor_id               VARCHAR(3) ENCODE LZO,\n    pickup_datetime         TIMESTAMP NOT NULL,\n    dropoff_datetime        TIMESTAMP NOT NULL ENCODE LZO,\n    store_and_fwd_flag      VARCHAR(1) ENCODE RUNLENGTH,\n    rate_code_id            SMALLINT ENCODE LZO,\n    pickup_longitude        DECIMAL(18,14) ENCODE MOSTLY8,\n    pickup_latitude         DECIMAL(18,14) ENCODE MOSTLY8,\n    dropoff_longitude       DECIMAL(18,14) ENCODE MOSTLY8,\n    dropoff_latitude        DECIMAL(18,14) ENCODE MOSTLY8,\n    passenger_count         SMALLINT NOT NULL DEFAULT '0' ENCODE LZO,\n    trip_distance           DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    fare_amount             DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    extra                   DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    mta_tax                 DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    tip_amount              DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    tolls_amount            DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    improvement_surcharge   DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    total_amount            DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    payment_type            VARCHAR(3) ENCODE RUNLENGTH,\n    trip_type               SMALLINT ENCODE LZO,\n    cab_type                VARCHAR(6) NOT NULL ENCODE LZO,\n    precipitation           DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    snow_depth              DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    snowfall                DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    max_temperature         SMALLINT DEFAULT '0' ENCODE LZO,\n    min_temperature         SMALLINT DEFAULT '0' ENCODE LZO,\n    average_wind_speed      DECIMAL(18,6) DEFAULT '0.0' ENCODE MOSTLY8,\n    pickup_nyct2010_gid     SMALLINT ENCODE LZO,\n    pickup_ctlabel          VARCHAR(10) ENCODE LZO,\n    pickup_borocode         SMALLINT ENCODE LZO,\n    pickup_boroname         VARCHAR(13) ENCODE LZO,\n    pickup_ct2010           VARCHAR(6) ENCODE LZO,\n    pickup_boroct2010       VARCHAR(7) ENCODE LZO,\n    pickup_cdeligibil       VARCHAR(1) ENCODE RUNLENGTH,\n    pickup_ntacode          VARCHAR(4) ENCODE LZO,\n    pickup_ntaname          VARCHAR(56) ENCODE LZO,\n    pickup_puma             VARCHAR(4) ENCODE LZO,\n    dropoff_nyct2010_gid    SMALLINT ENCODE LZO,\n    dropoff_ctlabel         VARCHAR(10) ENCODE LZO,\n    dropoff_borocode        SMALLINT ENCODE LZO,\n    dropoff_boroname        VARCHAR(13) ENCODE LZO,\n    dropoff_ct2010          VARCHAR(6) ENCODE LZO,\n    dropoff_boroct2010      VARCHAR(7) ENCODE LZO,\n    dropoff_cdeligibil      VARCHAR(1) ENCODE RUNLENGTH,\n    dropoff_ntacode         VARCHAR(4) ENCODE LZO,\n    dropoff_ntaname         VARCHAR(56) ENCODE LZO,\n    dropoff_puma            VARCHAR(4) ENCODE LZO,\n    primary key(trip_id)\n) sortkey(pickup_datetime);\n```\n","user":"anonymous","dateUpdated":"2020-09-23T21:37:35+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1600861253139_286185622","id":"20200923-204053_1528790238","dateCreated":"2020-09-23T20:40:53+0900","status":"READY","progressUpdateIntervalMs":500,"$$hashKey":"object:499"},{"text":"%md\n### Create dataframe and load data","user":"anonymous","dateUpdated":"2020-11-09T16:01:23+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905260932_-339866535","id":"20201109-160100_2079245333","dateCreated":"2020-11-09T16:01:00+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11285","dateFinished":"2020-11-09T16:01:23+0900","dateStarted":"2020-11-09T16:01:23+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Create dataframe and load data</h3>\n</div>"}]}},{"text":"%spark\n\nimport org.apache.spark.sql.types._\n\nval taxiSchema = StructType(Array(\n        StructField(\"trip_id\", IntegerType, true),\n        StructField(\"vendor_id\", StringType, true),\n        StructField(\"pickup_datetime\", TimestampType, true),\n        StructField(\"dropoff_datetime\", TimestampType, true),\n        StructField(\"store_and_fwd_flag\", StringType, true),\n        StructField(\"rate_code_id\", IntegerType, true),\n        StructField(\"pickup_longitude\", DoubleType, true),\n        StructField(\"pickup_latitude\", DoubleType, true),\n        StructField(\"dropoff_longitude\", DoubleType, true),\n        StructField(\"dropoff_latitude\", DoubleType, true),\n        StructField(\"passenger_count\", StringType, true),\n        StructField(\"trip_distance\", DoubleType, true),\n        StructField(\"fare_amount\", DoubleType, true),\n        StructField(\"extra\", DoubleType, true),\n        StructField(\"mta_tax\", DoubleType, true),\n        StructField(\"tip_amount\", DoubleType, true),\n        StructField(\"tolls_amount\", DoubleType, true),\n        StructField(\"improvement_surcharge\", DoubleType, true),\n        StructField(\"total_amount\", DoubleType, true),\n        StructField(\"payment_type\", StringType, true),\n        StructField(\"trip_type\", IntegerType, true),\n        StructField(\"cab_type\", StringType, true),\n        StructField(\"precipitation\", DoubleType, true),\n        StructField(\"snow_depth\", DoubleType, true),\n        StructField(\"snowfall\", DoubleType, true),\n        StructField(\"max_temperature\", IntegerType, true),\n        StructField(\"min_temperature\", IntegerType, true),\n        StructField(\"average_wind_speed\", DoubleType, true),\n        StructField(\"pickup_nyct2010_gid\", IntegerType, true),\n        StructField(\"pickup_ctlabel\", StringType, true),\n        StructField(\"pickup_borocode\", IntegerType, true),\n        StructField(\"pickup_boroname\", StringType, true),\n        StructField(\"pickup_ct2010\", StringType, true),\n        StructField(\"pickup_boroct2010\", StringType, true),\n        StructField(\"pickup_cdeligibil\", StringType, true),\n        StructField(\"pickup_ntacode\", StringType, true),\n        StructField(\"pickup_ntaname\", StringType, true),\n        StructField(\"pickup_puma\", StringType, true),\n        StructField(\"dropoff_nyct2010_gid\", IntegerType, true),\n        StructField(\"dropoff_ctlabel\", StringType, true),\n        StructField(\"dropoff_borocode\", IntegerType, true),\n        StructField(\"dropoff_boroname\", StringType, true),\n        StructField(\"dropoff_ct2010\", IntegerType, true),\n        StructField(\"dropoff_boroct2010\", StringType, true),\n        StructField(\"dropoff_cdeligibil\", StringType, true),\n        StructField(\"dropoff_ntacode\", StringType, true),\n        StructField(\"dropoff_ntaname\", StringType, true),\n        StructField(\"dropoff_puma\", StringType, true)\n    ))\n    \n    val taxiDF = spark.read.format(\"csv\")\n                .option(\"header\", \"false\")\n                .option(\"delimiter\", \",\")\n                .option(\"mode\", \"FAILFAST\")\n                .schema(taxiSchema)\n                .load(\"/nyc_taxi/csv/*.csv.gz\")\n                \n","user":"anonymous","dateUpdated":"2020-09-24T17:01:25+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala","lineNumbers":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"import org.apache.spark.sql.types._\ntaxiSchema: org.apache.spark.sql.types.StructType = StructType(StructField(trip_id,IntegerType,true), StructField(vendor_id,StringType,true), StructField(pickup_datetime,TimestampType,true), StructField(dropoff_datetime,TimestampType,true), StructField(store_and_fwd_flag,StringType,true), StructField(rate_code_id,IntegerType,true), StructField(pickup_longitude,DoubleType,true), StructField(pickup_latitude,DoubleType,true), StructField(dropoff_longitude,DoubleType,true), StructField(dropoff_latitude,DoubleType,true), StructField(passenger_count,StringType,true), StructField(trip_distance,DoubleType,true), StructField(fare_amount,DoubleType,true), StructField(extra,DoubleType,true), StructField(mta_tax,DoubleType,true), StructField(tip_amount,DoubleType..."}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600831358421_994804902","id":"20200923-122238_605287","dateCreated":"2020-09-23T12:22:38+0900","dateStarted":"2020-09-24T17:01:25+0900","dateFinished":"2020-09-24T17:02:04+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:500"},{"text":"%spark\ntaxiDF.printSchema()","user":"anonymous","dateUpdated":"2020-09-24T11:12:33+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- trip_id: integer (nullable = true)\n |-- vendor_id: string (nullable = true)\n |-- pickup_datetime: timestamp (nullable = true)\n |-- dropoff_datetime: timestamp (nullable = true)\n |-- store_and_fwd_flag: string (nullable = true)\n |-- rate_code_id: integer (nullable = true)\n |-- pickup_longitude: double (nullable = true)\n |-- pickup_latitude: double (nullable = true)\n |-- dropoff_longitude: double (nullable = true)\n |-- dropoff_latitude: double (nullable = true)\n |-- passenger_count: string (nullable = true)\n |-- trip_distance: double (nullable = true)\n |-- fare_amount: double (nullable = true)\n |-- extra: double (nullable = true)\n |-- mta_tax: double (nullable = true)\n |-- tip_amount: double (nullable = true)\n |-- tolls_amount: double (nullable = true)\n |-- improvement_surcharge: double (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- payment_type: string (nullable = true)\n |-- trip_type: integer (nullable = true)\n |-- cab_type: string (nullable = true)\n |-- precipitation: double (nullable = true)\n |-- snow_depth: double (nullable = true)\n |-- snowfall: double (nullable = true)\n |-- max_temperature: integer (nullable = true)\n |-- min_temperature: integer (nullable = true)\n |-- average_wind_speed: double (nullable = true)\n |-- pickup_nyct2010_gid: integer (nullable = true)\n |-- pickup_ctlabel: string (nullable = true)\n |-- pickup_borocode: integer (nullable = true)\n |-- pickup_boroname: string (nullable = true)\n |-- pickup_ct2010: string (nullable = true)\n |-- pickup_boroct2010: string (nullable = true)\n |-- pickup_cdeligibil: string (nullable = true)\n |-- pickup_ntacode: string (nullable = true)\n |-- pickup_ntaname: string (nullable = true)\n |-- pickup_puma: string (nullable = true)\n |-- dropoff_nyct2010_gid: integer (nullable = true)\n |-- dropoff_ctlabel: string (nullable = true)\n |-- dropoff_borocode: integer (nullable = true)\n |-- dropoff_boroname: string (nullable = true)\n |-- dropoff_ct2010: integer (nullable = true)\n |-- dropoff_boroct2010: string (nullable = true)\n |-- dropoff_cdeligibil: string (nullable = true)\n |-- dropoff_ntacode: string (nullable = true)\n |-- dropoff_ntaname: string (nullable = true)\n |-- dropoff_puma: string (nullable = true)\n\n"}]},"apps":[],"jobName":"paragraph_1600836536510_-730083221","id":"20200923-134856_1911043249","dateCreated":"2020-09-23T13:48:56+0900","dateStarted":"2020-09-24T11:12:33+0900","dateFinished":"2020-09-24T11:12:33+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:501"},{"text":"%spark\ntaxiDF.show(10)\n","user":"anonymous","dateUpdated":"2020-09-23T21:03:11+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+-------+---------+-------------------+-------------------+------------------+------------+------------------+------------------+------------------+------------------+---------------+-------------+-----------+-----+-------+----------+------------+---------------------+------------+------------+---------+--------+-------------+----------+--------+---------------+---------------+------------------+-------------------+--------------+---------------+---------------+-------------+-----------------+-----------------+--------------+--------------------+-----------+--------------------+---------------+----------------+----------------+--------------+------------------+------------------+---------------+--------------------+------------+\n|trip_id|vendor_id|    pickup_datetime|   dropoff_datetime|store_and_fwd_flag|rate_code_id|  pickup_longitude|   pickup_latitude| dropoff_longitude|  dropoff_latitude|passenger_count|trip_distance|fare_amount|extra|mta_tax|tip_amount|tolls_amount|improvement_surcharge|total_amount|payment_type|trip_type|cab_type|precipitation|snow_depth|snowfall|max_temperature|min_temperature|average_wind_speed|pickup_nyct2010_gid|pickup_ctlabel|pickup_borocode|pickup_boroname|pickup_ct2010|pickup_boroct2010|pickup_cdeligibil|pickup_ntacode|      pickup_ntaname|pickup_puma|dropoff_nyct2010_gid|dropoff_ctlabel|dropoff_borocode|dropoff_boroname|dropoff_ct2010|dropoff_boroct2010|dropoff_cdeligibil|dropoff_ntacode|     dropoff_ntaname|dropoff_puma|\n+-------+---------+-------------------+-------------------+------------------+------------+------------------+------------------+------------------+------------------+---------------+-------------+-----------+-----+-------+----------+------------+---------------------+------------+------------+---------+--------+-------------+----------+--------+---------------+---------------+------------------+-------------------+--------------+---------------+---------------+-------------+-----------------+-----------------+--------------+--------------------+-----------+--------------------+---------------+----------------+----------------+--------------+------------------+------------------+---------------+--------------------+------------+\n|      2|        2|2013-11-30 21:59:36|2013-11-30 22:07:18|                 N|           1|-73.90650939941406|40.772525787353516| -73.9188003540039|  40.7557373046875|              1|         1.63|        8.0|  0.5|    0.5|       0.0|         0.0|                 null|         9.0|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|                572|           119|              4|         Queens|       011900|          4011900|                E|          QN72|            Steinway|       4101|                1131|            159|               4|          Queens|         15900|           4015900|                 E|           QN70|             Astoria|        4101|\n|      2|        1|2013-11-30 22:05:14|2013-11-30 22:20:27|                 N|           1|  -73.987060546875|40.693817138671875|-73.92813873291016| 40.69778060913086|              1|          3.4|       13.5|  0.5|    0.5|       2.0|         0.0|                 null|        16.5|           1|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|                917|            11|              3|       Brooklyn|       001100|          3001100|                I|          BK38|DUMBO-Vinegar Hil...|       4004|                1928|            423|               3|        Brooklyn|         42300|           3042300|                 E|           BK78|      Bushwick South|        4002|\n|      2|        2|2013-11-30 22:13:07|2013-11-30 22:30:28|                 N|           1| -73.9852066040039| 40.68849563598633|-73.95410919189453|40.707210540771484|              1|         0.84|        6.5|  0.5|    0.5|       0.0|         0.0|                 null|         7.5|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|                 56|            41|              3|       Brooklyn|       004100|          3004100|                I|          BK38|DUMBO-Vinegar Hil...|       4004|                1048|            527|               3|        Brooklyn|         52700|           3052700|                 E|           BK73|North Side-South ...|        4001|\n|      2|        2|2013-11-30 22:21:06|2013-11-30 22:34:01|                 N|           1|-73.95346069335938| 40.78788375854492|-73.96582794189453| 40.75822448730469|              1|         2.53|       12.0|  0.5|    0.5|       2.0|         0.0|                 null|        15.0|           1|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|               1096|        160.02|              1|      Manhattan|       016002|          1016002|                I|          MN33|   East Harlem South|       3804|                 923|            108|               1|       Manhattan|         10800|           1010800|                 I|           MN19|Turtle Bay-East M...|        3808|\n|      2|        1|2013-11-30 22:29:32|2013-11-30 22:43:00|                 N|           1|-73.95113372802734| 40.71114730834961|-73.88442993164062| 40.73931884765625|              1|          4.5|       15.5|  0.5|    0.5|       0.0|         0.0|                 null|        16.5|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|               1051|           513|              3|       Brooklyn|       051300|          3051300|                E|          BK73|North Side-South ...|       4001|                1005|            485|               4|          Queens|         48500|           4048500|                 E|           QN50|    Elmhurst-Maspeth|        4109|\n|      2|        2|2013-11-30 22:31:09|2013-11-30 22:43:33|                 N|           1| -73.9492416381836| 40.74925231933594|-73.97489166259766| 40.76097869873047|              1|         3.14|       12.0|  0.5|    0.5|       0.0|         0.0|                 null|        13.0|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|               1929|            19|              4|         Queens|       001900|          4001900|                I|          QN31|Hunters Point-Sun...|       4109|                  16|            102|               1|       Manhattan|         10200|           1010200|                 I|           MN17|Midtown-Midtown S...|        3807|\n|      2|        1|2013-11-30 22:35:51|2013-11-30 22:47:15|                 N|           1|-73.99198913574219| 40.69075012207031|   -73.96630859375|40.690589904785156|              1|          3.0|       12.0|  0.5|    0.5|       0.0|         0.0|                 null|        13.0|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|               2148|             9|              3|       Brooklyn|       000900|          3000900|                I|          BK09|Brooklyn Heights-...|       4004|                 107|            195|               3|        Brooklyn|         19500|           3019500|                 E|           BK69|        Clinton Hill|        4004|\n|      2|        2|2013-11-30 22:51:59|2013-11-30 22:58:38|                 N|           1|-73.95457458496094| 40.73192596435547|-73.95884704589844| 40.71489715576172|              5|          1.4|        7.0|  0.5|    0.5|       0.0|         0.0|                 null|         8.0|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|                272|           565|              3|       Brooklyn|       056500|          3056500|                I|          BK76|          Greenpoint|       4001|                 267|            553|               3|        Brooklyn|         55300|           3055300|                 E|           BK73|North Side-South ...|        4001|\n|      2|        2|2013-11-30 23:02:23|2013-11-30 23:02:26|                 N|           1|-73.95526123046875| 40.73670196533203|-73.95526123046875| 40.73670196533203|              1|         0.89|        5.5|  0.5|    0.5|       0.0|         0.0|                 null|         6.5|           2|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|               1701|           579|              3|       Brooklyn|       057900|          3057900|                E|          BK76|          Greenpoint|       4001|                1701|            579|               3|        Brooklyn|         57900|           3057900|                 E|           BK76|          Greenpoint|        4001|\n|      2|        2|2013-11-30 23:09:58|2013-11-30 23:14:09|                 N|           1|-73.97811126708984| 40.68498229980469|-73.96792602539062|40.688846588134766|              1|          1.0|        5.5|  0.5|    0.5|       1.0|         0.0|                 null|         7.5|           1|     null|   green|          0.0|       0.0|     0.0|             39|             25|              5.14|               1796|            35|              3|       Brooklyn|       003500|          3003500|                I|          BK68|         Fort Greene|       4004|                 109|            197|               3|        Brooklyn|         19700|           3019700|                 I|           BK69|        Clinton Hill|        4004|\n+-------+---------+-------------------+-------------------+------------------+------------+------------------+------------------+------------------+------------------+---------------+-------------+-----------+-----+-------+----------+------------+---------------------+------------+------------+---------+--------+-------------+----------+--------+---------------+---------------+------------------+-------------------+--------------+---------------+---------------+-------------+-----------------+-----------------+--------------+--------------------+-----------+--------------------+---------------+----------------+----------------+--------------+------------------+------------------+---------------+--------------------+------------+\nonly showing top 10 rows\n\n"}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600862562161_-1678800094","id":"20200923-210242_409683811","dateCreated":"2020-09-23T21:02:42+0900","dateStarted":"2020-09-23T21:02:56+0900","dateFinished":"2020-09-23T21:10:55+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:502"},{"text":"%md\n### Create temp view for the dataframe\n","user":"anonymous","dateUpdated":"2020-11-09T16:01:58+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905299853_256878857","id":"20201109-160139_446795561","dateCreated":"2020-11-09T16:01:39+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11375","dateFinished":"2020-11-09T16:01:58+0900","dateStarted":"2020-11-09T16:01:58+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Create temp view for the dataframe</h3>\n</div>"}]}},{"text":"%spark\ntaxiDF.createOrReplaceTempView(\"trips\")","user":"anonymous","dateUpdated":"2020-09-23T21:12:35+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1600845324601_550301486","id":"20200923-161524_303253421","dateCreated":"2020-09-23T16:15:24+0900","dateStarted":"2020-09-23T21:12:35+0900","dateFinished":"2020-09-23T21:12:35+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:503"},{"text":"%md\nQ1\n","user":"anonymous","dateUpdated":"2020-09-23T16:22:00+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>Q1</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600845463862_313116308","id":"20200923-161743_962866610","dateCreated":"2020-09-23T16:17:43+0900","dateStarted":"2020-09-23T16:22:00+0900","dateFinished":"2020-09-23T16:22:00+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:504"},{"text":"%sql\nSELECT cab_type, count(*) FROM trips GROUP BY 1\n","user":"anonymous","dateUpdated":"2020-09-24T10:21:34+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"cab_type":"string","count(1)":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"editorSetting":{"language":"sql","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"cab_type\tcount(1)\ngreen\t36513115\nyellow\t1547641381\n"},{"type":"TEXT","data":""}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600845450038_-955887073","id":"20200923-161730_259310282","dateCreated":"2020-09-23T16:17:30+0900","dateStarted":"2020-09-24T10:21:34+0900","dateFinished":"2020-09-24T10:24:43+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:505"},{"text":"%md\nQ2\n","user":"anonymous","dateUpdated":"2020-09-23T16:23:07+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>Q2</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600845490542_206693851","id":"20200923-161810_428491430","dateCreated":"2020-09-23T16:18:10+0900","dateStarted":"2020-09-23T16:23:07+0900","dateFinished":"2020-09-23T16:23:07+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:506"},{"text":"%sql\nSELECT passenger_count,\n       avg(total_amount)\nFROM trips\nGROUP BY 1","user":"anonymous","dateUpdated":"2020-09-24T10:34:27+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{"columns":[{"name":"passenger_count","visible":true,"width":"*","sort":{"priority":0,"direction":"asc"},"filters":[{}],"pinned":""},{"name":"avg(total_amount)","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""}],"scrollFocus":{},"selection":[],"grouping":{"grouping":[],"aggregations":[],"rowExpandedStates":{}},"treeView":{},"pagination":{"paginationCurrentPage":1,"paginationPageSize":250}},"tableColumnTypeState":{"names":{"passenger_count":"number","avg(total_amount)":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for 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class=\"result-alert alert-warning\" role=\"alert\"><button type=\"button\" class=\"close\" data-dismiss=\"alert\" aria-label=\"Close\"><span aria-hidden=\"true\">&times;</span></button><strong>Output is truncated</strong> to 1000 rows. Learn more about <strong>zeppelin.spark.maxResult</strong></div>\n"},{"type":"TEXT","data":""}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600845529882_986425336","id":"20200923-161849_1787877762","dateCreated":"2020-09-23T16:18:49+0900","dateStarted":"2020-09-23T16:42:34+0900","dateFinished":"2020-09-23T16:47:57+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:511"},{"text":"%sql\nSELECT passenger_count,\n       year(pickup_datetime),\n       count(*)\nFROM trips\nGROUP BY passenger_count,\n         year(pickup_datetime)","user":"anonymous","dateUpdated":"2020-09-23T18:12:16+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{"columns":[{"name":"passenger_count","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""},{"name":"year(CAST(pickup_datetime AS DATE))","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""},{"name":"count(1)","visible":true,"width":"*","sort":{"priority":0,"direction":"asc"},"filters":[{}],"pinned":""}],"scrollFocus":{},"selection":[],"grouping":{"grouping":[],"aggregations":[],"rowExpandedStates":{}},"treeView":{},"pagination":{"paginationCurrentPage":1,"paginationPageSize":250}},"tableColumnTypeState":{"names":{"passenger_count":"string","year(CAST(pickup_datetime AS DATE))":"string","count(1)":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"editorSetting":{"language":"sql","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"passenger_count\tyear(CAST(pickup_datetime AS DATE))\tcount(1)\n4\t2009\t3829147\n2\t2017\t16545571\n164\t2009\t1\n3\t2016\t5456807\n61\t2011\t1\n250\t2010\t2\n97\t2011\t1\n3\t2017\t4748869\n7\t2012\t17\n3\t2018\t4433799\n9\t2013\t43\n0\t2018\t945399\n1\t2031\t2\n250\t2011\t1\n9\t2016\t261\n2\t2003\t1\n3\t2011\t8015005\n6\t2014\t6396494\n7\t2015\t384\n2\t2011\t27132349\n8\t2014\t464\n8\t2015\t395\n10\t2011\t13\n129\t2009\t3\n6\t2010\t595332\n3\t2009\t7860577\n2\t2026\t2\n3\t2013\t7343603\n70\t2011\t1\n255\t2013\t2\n9\t2019\t136\n1\t2084\t8\n5\t2010\t12311344\n2\t2019\t6908110\n2\t2008\t70\n1\t2041\t2\n1\t2011\t119969450\n1\t2088\t2\n5\t2008\t55\n1\t2053\t1\n129\t2013\t1\n1\t2021\t1\n7\t2014\t504\n208\t2011\t125\n208\t2012\t107\n3\t2053\t1\n65\t2009\t1\n1\t2016\t92987719\n1\t2014\t129404151\n0\t2013\t5476\n208\t2014\t21\n4\t2008\t11\n49\t2011\t26\n3\t2008\t23\n58\t2010\t1\n2\t2014\t24221283\n211\t2011\t1\n96\t2018\t1\n141\t2010\t1\n5\t2016\t6773026\n1\t2018\t80363712\n53\t2009\t1\n69\t2009\t1\n2\t2015\t21457828\n0\t2017\t166086\n1\t2009\t116050733\n3\t2002\t2\n1\t2019\t34102447\n7\t2016\t361\n4\t2014\t3512831\n7\t2018\t529\n3\t2019\t1919720\n3\t2012\t7716364\n5\t2009\t14885656\n2\t2016\t19038307\n9\t2014\t210\n9\t2012\t25\n4\t2032\t1\n208\t2010\t596\n125\t2010\t1\n2\t2002\t3\n17\t2009\t1\n8\t2010\t1\n3\t2014\t7348686\n7\t2011\t8\n129\t2011\t3\n9\t2009\t1\n36\t2011\t1\n5\t2001\t1\n4\t2015\t3029415\n7\t2019\t239\n0\t2010\t35487\n4\t2016\t2660369\n8\t2017\t339\n9\t2017\t298\n6\t2013\t6779135\n1\t2042\t1\n0\t2016\t13454\n38\t2009\t1\n5\t2011\t13876061\n9\t2018\t307\n6\t2009\t734381\n193\t2011\t1\n6\t2008\t16\n0\t2011\t2547937\n255\t2009\t5\n3\t2010\t6700470\n134\t2009\t1\n192\t2017\t1\n2\t2013\t23610698\n163\t2010\t1\n34\t2010\t1\n4\t2019\t878310\n165\t2009\t1\n255\t2011\t1\n66\t2012\t1\n0\t2019\t791983\n249\t2012\t1\n0\t2015\t43431\n6\t2011\t1536489\n84\t2009\t1\n1\t2033\t3\n1\t2037\t1\n1\t2013\t122918578\n10\t2012\t1\n33\t2011\t2\n5\t2014\t10056870\n208\t2013\t13\n177\t2012\t1\n0\t2014\t9848\n1\t2001\t14\n254\t2012\t1\n1\t2010\t98992170\n5\t2012\t12063339\n8\t2013\t43\n1\t2038\t4\n1\t2002\t15\n10\t2010\t3\n5\t2017\t5407319\n213\t2009\t4\n1\t2030\t2\n65\t2010\t1\n37\t2011\t1\n4\t2002\t1\n8\t2019\t209\n1\t2081\t1\n2\t2009\t27534728\n9\t2011\t8\n5\t2013\t10139454\n7\t2010\t4\n158\t2009\t1\n247\t2012\t1\n4\t2029\t1\n4\t2013\t3593459\n1\t2029\t1\n2\t2012\t24900623\n6\t2016\t4234423\n4\t2012\t3752549\n1\t2015\t109344894\n15\t2010\t1\n223\t2011\t1\n65\t2012\t1\n3\t2015\t6310244\n6\t2017\t3336202\n6\t2019\t1178831\n4\t2017\t2257813\n5\t2018\t4894323\n5\t2002\t1\n2\t2041\t1\n1\t2017\t81034075\n7\t2013\t65\n160\t2010\t1\n8\t2018\t440\n2\t2010\t23053745\n5\t2019\t1976552\n1\t2012\t123955714\n8\t2009\t2\n6\t2015\t5241522\n4\t2018\t2079174\n6\t2003\t2\n4\t2010\t3282495\n6\t2012\t4880708\n6\t2018\t2935757\n9\t2015\t221\n155\t2009\t1\n58\t2011\t1\n8\t2016\t316\n7\t2009\t7\n13\t2009\t1\n7\t2017\t360\n1\t2003\t16\n25\t2010\t1\n9\t2010\t3\n208\t2009\t646\n5\t2015\t8247683\n225\t2011\t1\n133\t2010\t1\n0\t2009\t1126\n15\t2011\t1\n47\t2011\t1\n255\t2010\t2\n19\t2011\t1\n1\t2020\t13\n8\t2011\t2\n0\t2012\t1274858\n137\t2010\t1\n113\t2009\t1\n1\t2008\t388\n8\t2012\t13\n192\t2018\t1\n2\t2018\t15753699\n4\t2011\t3819715\n"},{"type":"TEXT","data":""}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600845363451_-837508336","id":"20200923-161603_101193917","dateCreated":"2020-09-23T16:16:03+0900","dateStarted":"2020-09-23T16:16:36+0900","dateFinished":"2020-09-23T16:21:11+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:512"},{"text":"%sql\nSELECT COUNT(DISTINCT year(pickup_datetime)) FROM trips","user":"anonymous","dateUpdated":"2020-09-23T19:27:54+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"count(DISTINCT year(CAST(pickup_datetime AS DATE)))":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"editorSetting":{"language":"sql","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"count(DISTINCT year(CAST(pickup_datetime AS DATE)))\n31\n"},{"type":"TEXT","data":""}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600856132398_-884199784","id":"20200923-191532_1921848525","dateCreated":"2020-09-23T19:15:32+0900","dateStarted":"2020-09-23T19:23:03+0900","dateFinished":"2020-09-23T19:27:54+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:513"},{"text":"%spark\ntrips.count()","user":"anonymous","dateUpdated":"2020-09-23T16:46:22+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"res3: Long = 1584154496\n"}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600842944505_-711847736","id":"20200923-153544_1602889828","dateCreated":"2020-09-23T15:35:44+0900","dateStarted":"2020-09-23T15:36:01+0900","dateFinished":"2020-09-23T15:39:06+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:514"},{"text":"%md\n### Transform the dataframe for Lightning DB\n","user":"anonymous","dateUpdated":"2020-11-09T16:02:59+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905337150_644024112","id":"20201109-160217_1551763303","dateCreated":"2020-11-09T16:02:17+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11477","dateFinished":"2020-11-09T16:02:59+0900","dateStarted":"2020-11-09T16:02:59+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Transform the dataframe for Lightning DB</h3>\n</div>"}]}},{"text":" %spark\n\nimport org.apache.spark.sql.functions._\nval deltaDf = taxiDF\n    .filter($\"pickup_datetime\".isNotNull && $\"passenger_count\".isNotNull && $\"cab_type\".isNotNull)\n    .withColumn(\"pickup_yyyyMMddhh\", from_unixtime(unix_timestamp($\"pickup_datetime\"),  \"yyyyMMddhh\"))\n    .withColumn(\"round_trip_distance\", round($\"trip_distance\"))\n    \ndeltaDf.printSchema()","user":"anonymous","dateUpdated":"2020-09-24T11:12:49+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- trip_id: integer (nullable = true)\n |-- vendor_id: string (nullable = true)\n |-- pickup_datetime: timestamp (nullable = true)\n |-- dropoff_datetime: timestamp (nullable = true)\n |-- store_and_fwd_flag: string (nullable = true)\n |-- rate_code_id: integer (nullable = true)\n |-- pickup_longitude: double (nullable = true)\n |-- pickup_latitude: double (nullable = true)\n |-- dropoff_longitude: double (nullable = true)\n |-- dropoff_latitude: double (nullable = true)\n |-- passenger_count: string (nullable = true)\n |-- trip_distance: double (nullable = true)\n |-- fare_amount: double (nullable = true)\n |-- extra: double (nullable = true)\n |-- mta_tax: double (nullable = true)\n |-- tip_amount: double (nullable = true)\n |-- tolls_amount: double (nullable = true)\n |-- improvement_surcharge: double (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- payment_type: string (nullable = true)\n |-- trip_type: integer (nullable = true)\n |-- cab_type: string (nullable = true)\n |-- precipitation: double (nullable = true)\n |-- snow_depth: double (nullable = true)\n |-- snowfall: double (nullable = true)\n |-- max_temperature: integer (nullable = true)\n |-- min_temperature: integer (nullable = true)\n |-- average_wind_speed: double (nullable = true)\n |-- pickup_nyct2010_gid: integer (nullable = true)\n |-- pickup_ctlabel: string (nullable = true)\n |-- pickup_borocode: integer (nullable = true)\n |-- pickup_boroname: string (nullable = true)\n |-- pickup_ct2010: string (nullable = true)\n |-- pickup_boroct2010: string (nullable = true)\n |-- pickup_cdeligibil: string (nullable = true)\n |-- pickup_ntacode: string (nullable = true)\n |-- pickup_ntaname: string (nullable = true)\n |-- pickup_puma: string (nullable = true)\n |-- dropoff_nyct2010_gid: integer (nullable = true)\n |-- dropoff_ctlabel: string (nullable = true)\n |-- dropoff_borocode: integer (nullable = true)\n |-- dropoff_boroname: string (nullable = true)\n |-- dropoff_ct2010: integer (nullable = true)\n |-- dropoff_boroct2010: string (nullable = true)\n |-- dropoff_cdeligibil: string (nullable = true)\n |-- dropoff_ntacode: string (nullable = true)\n |-- dropoff_ntaname: string (nullable = true)\n |-- dropoff_puma: string (nullable = true)\n |-- pickup_yyyyMMddhh: string (nullable = true)\n |-- round_trip_distance: double (nullable = true)\n\nimport org.apache.spark.sql.functions._\ndeltaDf: org.apache.spark.sql.DataFrame = [trip_id: int, vendor_id: string ... 48 more fields]\n"}]},"apps":[],"jobName":"paragraph_1600847321442_-777166157","id":"20200923-164841_2072607524","dateCreated":"2020-09-23T16:48:41+0900","dateStarted":"2020-09-24T11:12:49+0900","dateFinished":"2020-09-24T11:12:50+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:515"},{"text":"%spark\ndeltaDf.count()","user":"anonymous","dateUpdated":"2020-09-24T10:44:53+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"ERROR","msg":[{"type":"TEXT","data":"org.apache.spark.SparkException: Job 1 cancelled part of cancelled job group zeppelin-2FK9Z8W4E-20200923-170217_114156238\n  at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1602)\n  at org.apache.spark.scheduler.DAGScheduler.handleJobCancellation(DAGScheduler.scala:1542)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply$mcVI$sp(DAGScheduler.scala:811)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply(DAGScheduler.scala:811)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply(DAGScheduler.scala:811)\n  at scala.collection.mutable.HashSet.foreach(HashSet.scala:78)\n  at org.apache.spark.scheduler.DAGScheduler.handleJobGroupCancelled(DAGScheduler.scala:811)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1792)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1772)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1761)\n  at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)\n  at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:642)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:2034)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:2055)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:2074)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:2099)\n  at org.apache.spark.rdd.RDD$$anonfun$collect$1.apply(RDD.scala:939)\n  at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)\n  at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112)\n  at org.apache.spark.rdd.RDD.withScope(RDD.scala:363)\n  at org.apache.spark.rdd.RDD.collect(RDD.scala:938)\n  at org.apache.spark.sql.execution.SparkPlan.executeCollect(SparkPlan.scala:297)\n  at org.apache.spark.sql.Dataset$$anonfun$count$1.apply(Dataset.scala:2770)\n  at org.apache.spark.sql.Dataset$$anonfun$count$1.apply(Dataset.scala:2769)\n  at org.apache.spark.sql.Dataset$$anonfun$52.apply(Dataset.scala:3268)\n  at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:77)\n  at org.apache.spark.sql.Dataset.withAction(Dataset.scala:3267)\n  at org.apache.spark.sql.Dataset.count(Dataset.scala:2769)\n  ... 51 elided\n"}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600848137407_-62238825","id":"20200923-170217_114156238","dateCreated":"2020-09-23T17:02:17+0900","dateStarted":"2020-09-24T10:44:53+0900","dateFinished":"2020-09-24T10:45:16+0900","status":"ABORT","progressUpdateIntervalMs":500,"$$hashKey":"object:516"},{"text":"%spark\ntaxiDF.filter(\"pickup_datetime == ''\").count()","user":"anonymous","dateUpdated":"2020-09-23T18:15:31+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"res31: Long = 0\n"}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600851181294_1547055032","id":"20200923-175301_1018827621","dateCreated":"2020-09-23T17:53:01+0900","dateStarted":"2020-09-23T18:15:23+0900","dateFinished":"2020-09-23T18:15:24+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:517"},{"text":"%md\n### Create temp view for Lightning DB with r2 options those support Lightning DB as the data source.  ","user":"anonymous","dateUpdated":"2020-11-09T16:05:21+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905395554_-2036348959","id":"20201109-160315_1093455470","dateCreated":"2020-11-09T16:03:15+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11567","dateFinished":"2020-11-09T16:05:21+0900","dateStarted":"2020-11-09T16:05:21+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Create temp view for Lightning DB with r2 options those support Lightning DB as the data source.</h3>\n</div>"}]}},{"text":"%spark\n\nval r2Options = Map[String, String](\"table\" -> \"100\",\n      \"host\" -> \"192.168.111.35\",\n      \"port\" -> \"18800\",\n      \"partitions\" -> \"pickup_yyyyMMddhh passenger_count cab_type\",\n      \"mode\" -> \"nvkvs\",\n      \"rowstore\" -> \"false\",\n      \"group_size\" -> \"40\",\n      \"at_least_one_partition_enabled\" -> \"no\")\nspark.sqlContext.read.format(\"r2\").schema(deltaDf.schema).options(r2Options).load().createOrReplaceTempView(\"fb_trips\")","user":"anonymous","dateUpdated":"2020-09-24T11:12:55+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"r2Options: scala.collection.immutable.Map[String,String] = Map(host -> 192.168.111.35, at_least_one_partition_enabled -> no, rowstore -> false, group_size -> 40, port -> 18800, mode -> nvkvs, partitions -> pickup_yyyyMMddhh passenger_count cab_type, table -> 100)\n"}]},"apps":[],"jobName":"paragraph_1600847500397_-1939096083","id":"20200923-165140_759671414","dateCreated":"2020-09-23T16:51:40+0900","dateStarted":"2020-09-24T11:12:55+0900","dateFinished":"2020-09-24T11:12:56+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:518"},{"text":"%md\n### Load data from the dataframe into Lightning DB\n","user":"anonymous","dateUpdated":"2020-11-09T16:06:24+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905542821_1069108913","id":"20201109-160542_1050606282","dateCreated":"2020-11-09T16:05:42+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11657","dateFinished":"2020-11-09T16:06:24+0900","dateStarted":"2020-11-09T16:06:24+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Load data from the dataframe into Lightning DB</h3>\n</div>"}]}},{"text":"%spark\n\ndeltaDf.write\n    .format(\"r2\")\n    .insertInto(\"fb_trips\")\n","user":"anonymous","dateUpdated":"2020-11-09T16:05:42+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600848463100_-1280389181","id":"20200923-170743_1700834580","dateCreated":"2020-09-23T17:07:43+0900","dateStarted":"2020-09-23T22:19:16+0900","dateFinished":"2020-09-23T22:50:35+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:519"},{"text":"%md\n### Enable 'aggregation pushdown' feature\n","user":"anonymous","dateUpdated":"2020-11-09T16:07:04+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905574777_-902871388","id":"20201109-160614_1297990594","dateCreated":"2020-11-09T16:06:14+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11729","dateFinished":"2020-11-09T16:07:04+0900","dateStarted":"2020-11-09T16:07:04+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Enable &lsquo;aggregation pushdown&rsquo; feature</h3>\n</div>"}]}},{"text":"%sql\nSET spark.r2.aggregation.pushdown=true","user":"anonymous","dateUpdated":"2020-09-24T11:57:54+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"key":"string","value":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"editorSetting":{"language":"sql","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"key\tvalue\nspark.r2.aggregation.pushdown\ttrue\n"},{"type":"TEXT","data":""}]},"apps":[],"jobName":"paragraph_1600855126967_1358942702","id":"20200923-185846_1969700153","dateCreated":"2020-09-23T18:58:46+0900","dateStarted":"2020-09-24T11:57:54+0900","dateFinished":"2020-09-24T11:57:54+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:520"},{"text":"%md\n### Do 'NYC TAXI Benchmark'\n","user":"anonymous","dateUpdated":"2020-11-09T16:07:45+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1604905629722_2089545381","id":"20201109-160709_1312181504","dateCreated":"2020-11-09T16:07:09+0900","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:11837","dateFinished":"2020-11-09T16:07:45+0900","dateStarted":"2020-11-09T16:07:45+0900","results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<h3>Do &lsquo;NYC TAXI Benchmark&rsquo;</h3>\n</div>"}]}},{"text":"%md\nQ1\n","user":"anonymous","dateUpdated":"2020-09-23T18:29:07+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>Q1</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600853145939_2015063151","id":"20200923-182545_1620671380","dateCreated":"2020-09-23T18:25:45+0900","dateStarted":"2020-09-23T18:29:07+0900","dateFinished":"2020-09-23T18:29:07+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:521"},{"text":"%sql\nSELECT cab_type, count(*) FROM fb_trips GROUP BY cab_type\n","user":"anonymous","dateUpdated":"2020-09-24T11:56:45+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"cab_type":"string","count(1)":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"editorSetting":{"language":"sql","editOnDblClick":false,"completionKey":"TAB","completionSupport":true},"editorMode":"ace/mode/sql"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"cab_type\tcount(1)\ngreen\t36513115\nyellow\t1547641381\n"},{"type":"TEXT","data":""}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web 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class=\"markdown-body\">\n<p>Q2</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600853150155_505714812","id":"20200923-182550_1303780572","dateCreated":"2020-09-23T18:25:50+0900","dateStarted":"2020-09-23T18:29:10+0900","dateFinished":"2020-09-23T18:29:10+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:523"},{"text":"%sql\nSELECT passenger_count,\n       avg(total_amount)\nFROM fb_trips\nGROUP BY passenger_count\n","user":"anonymous","dateUpdated":"2020-09-24T11:57:00+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{"columns":[{"name":"passenger_count","visible":true,"width":"*","sort":{"priority":0,"direction":"asc"},"filters":[{}],"pinned":""},{"name":"avg(total_amount)","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""}],"scrollFocus":{},"selection":[],"grouping":{"grouping":[],"aggregations":[],"rowExpandedStates":{}},"treeView":{},"pagination":{"paginationCurrentPage":1,"paginationPageSize":250}},"tableColumnTypeState":{"names":{"passenger_count":"number","avg(total_amount)":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated 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JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs","http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600853152766_-1445242341","id":"20200923-182552_808344132","dateCreated":"2020-09-23T18:25:52+0900","dateStarted":"2020-09-24T11:57:00+0900","dateFinished":"2020-09-24T11:57:10+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:524"},{"text":"%md\nQ3\n","user":"anonymous","dateUpdated":"2020-09-23T18:29:12+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>Q3</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600853154410_1446886114","id":"20200923-182554_1041184380","dateCreated":"2020-09-23T18:25:54+0900","dateStarted":"2020-09-23T18:29:12+0900","dateFinished":"2020-09-23T18:29:12+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:525"},{"text":"%sql\nSELECT passenger_count,\n       substring(pickup_yyyyMMddhh, 1, 4),\n       count(*)\nFROM fb_trips\nGROUP BY passenger_count, \n         substring(pickup_yyyyMMddhh, 1, 4)\n","user":"anonymous","dateUpdated":"2020-09-24T11:57:15+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"passenger_count":"string","substring(pickup_yyyyMMddhh, 1, 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class=\"markdown-body\">\n<p>Q4</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600853161639_836040793","id":"20200923-182601_994863625","dateCreated":"2020-09-23T18:26:01+0900","dateStarted":"2020-09-23T18:29:15+0900","dateFinished":"2020-09-23T18:29:15+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:527"},{"text":"%sql\nSELECT passenger_count,\n       substring(pickup_yyyyMMddhh, 1, 4),\n       round_trip_distance,\n       count(*)\nFROM fb_trips\nGROUP BY 1,\n         2,\n         3\nORDER BY 2,\n         4 desc","user":"anonymous","dateUpdated":"2020-09-24T11:57:29+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"passenger_count":"string","substring(pickup_yyyyMMddhh, 1, 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class=\"result-alert alert-warning\" role=\"alert\"><button type=\"button\" class=\"close\" data-dismiss=\"alert\" aria-label=\"Close\"><span aria-hidden=\"true\">&times;</span></button><strong>Output is truncated</strong> to 1000 rows. Learn more about <strong>zeppelin.spark.maxResult</strong></div>\n"},{"type":"TEXT","data":""}]},"runtimeInfos":{"jobUrl":{"propertyName":"jobUrl","label":"SPARK JOB","tooltip":"View in Spark web UI","group":"spark","values":["http://fbg02:4040/jobs"],"interpreterSettingId":"spark"}},"apps":[],"jobName":"paragraph_1600853329440_-1436716249","id":"20200923-182849_1377095074","dateCreated":"2020-09-23T18:28:49+0900","dateStarted":"2020-09-24T11:57:29+0900","dateFinished":"2020-09-24T11:57:45+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:528"},{"text":"%md\n\nEND\n","user":"anonymous","dateUpdated":"2020-09-23T23:03:06+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{},"editorSetting":{"language":"markdown","editOnDblClick":true,"completionKey":"TAB","completionSupport":false},"editorMode":"ace/mode/markdown","editorHide":true,"tableHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"<div class=\"markdown-body\">\n<p>END</p>\n</div>"}]},"apps":[],"jobName":"paragraph_1600843479338_-1814611246","id":"20200923-154439_805481013","dateCreated":"2020-09-23T15:44:39+0900","dateStarted":"2020-09-23T23:02:54+0900","dateFinished":"2020-09-23T23:02:54+0900","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:529"},{"text":"%sql\nSELECT passenger_count,\n       sum(total_amount), count(total_amount)\nFROM fb_trips\nGROUP BY passenger_count","user":"anonymous","dateUpdated":"2020-09-24T11:28:43+0900","config":{"colWidth":12,"fontSize":9,"enabled":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"passenger_count":"string","sum(total_amount)":"string","count(total_amount)":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for 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