edgar2020 commented on code in PR #16762:
URL: https://github.com/apache/druid/pull/16762#discussion_r1688754872


##########
docs/tutorials/tutorial-rollup.md:
##########
@@ -49,150 +49,101 @@ For this tutorial, we'll use a small sample of network 
flow event data, represen
 {"timestamp":"2018-01-02T21:35:45Z","srcIP":"7.7.7.7", 
"dstIP":"8.8.8.8","packets":12,"bytes":2818}
 ```
 
-A file containing this sample input data is located at 
`quickstart/tutorial/rollup-data.json`.
+The tutorial guides you through how to ingest this data using rollup.
 
-We'll ingest this data using the following ingestion task spec, located at 
`quickstart/tutorial/rollup-index.json`.
+## Load the example data
 
-```json
-{
-  "type" : "index_parallel",
-  "spec" : {
-    "dataSchema" : {
-      "dataSource" : "rollup-tutorial",
-      "dimensionsSpec" : {
-        "dimensions" : [
-          "srcIP",
-          "dstIP"
-        ]
-      },
-      "timestampSpec": {
-        "column": "timestamp",
-        "format": "iso"
-      },
-      "metricsSpec" : [
-        { "type" : "count", "name" : "count" },
-        { "type" : "longSum", "name" : "packets", "fieldName" : "packets" },
-        { "type" : "longSum", "name" : "bytes", "fieldName" : "bytes" }
-      ],
-      "granularitySpec" : {
-        "type" : "uniform",
-        "segmentGranularity" : "week",
-        "queryGranularity" : "minute",
-        "intervals" : ["2018-01-01/2018-01-03"],
-        "rollup" : true
-      }
-    },
-    "ioConfig" : {
-      "type" : "index_parallel",
-      "inputSource" : {
-        "type" : "local",
-        "baseDir" : "quickstart/tutorial",
-        "filter" : "rollup-data.json"
-      },
-      "inputFormat" : {
-        "type" : "json"
-      },
-      "appendToExisting" : false
-    },
-    "tuningConfig" : {
-      "type" : "index_parallel",
-      "partitionsSpec": {
-        "type": "dynamic"
-      },
-      "maxRowsInMemory" : 25000
-    }
-  }
-}
+Load the sample dataset using INSERT and EXTERN functions. The EXTERN function 
lets you read external data or write to an external location.
+
+In the Druid web console, go to the Query view and run the following query:
+
+```sql
+INSERT INTO "rollup_tutorial"
+WITH "inline_data" AS (
+  SELECT *
+  FROM TABLE(EXTERN('{
+    "type":"inline",
+    
"data":"{\"timestamp\":\"2018-01-01T01:01:35Z\",\"srcIP\":\"1.1.1.1\",\"dstIP\":\"2.2.2.2\",\"packets\":20,\"bytes\":9024}\n{\"timestamp\":\"2018-01-01T01:02:14Z\",\"srcIP\":\"1.1.1.1\",\"dstIP\":\"2.2.2.2\",\"packets\":38,\"bytes\":6289}\n{\"timestamp\":\"2018-01-01T01:01:59Z\",\"srcIP\":\"1.1.1.1\",\"dstIP\":\"2.2.2.2\",\"packets\":11,\"bytes\":5780}\n{\"timestamp\":\"2018-01-01T01:01:51Z\",\"srcIP\":\"1.1.1.1\",\"dstIP\":\"2.2.2.2\",\"packets\":255,\"bytes\":21133}\n{\"timestamp\":\"2018-01-01T01:02:29Z\",\"srcIP\":\"1.1.1.1\",\"dstIP\":\"2.2.2.2\",\"packets\":377,\"bytes\":359971}\n{\"timestamp\":\"2018-01-01T01:03:29Z\",\"srcIP\":\"1.1.1.1\",\"dstIP\":\"2.2.2.2\",\"packets\":49,\"bytes\":10204}\n{\"timestamp\":\"2018-01-02T21:33:14Z\",\"srcIP\":\"7.7.7.7\",\"dstIP\":\"8.8.8.8\",\"packets\":38,\"bytes\":6289}\n{\"timestamp\":\"2018-01-02T21:33:45Z\",\"srcIP\":\"7.7.7.7\",\"dstIP\":\"8.8.8.8\",\"packets\":123,\"bytes\":93999}\n{\"timestamp\":\"2018-01-02T21:35:45Z\",\"srcIP\"
 :\"7.7.7.7\",\"dstIP\":\"8.8.8.8\",\"packets\":12,\"bytes\":2818}"}', 
+    '{"type":"json"}')) 
+    EXTEND ("timestamp" VARCHAR, "srcIP" VARCHAR, "dstIP" VARCHAR, "packets" 
BIGINT, "bytes" BIGINT)
+)
+SELECT
+  FLOOR(TIME_PARSE("timestamp") TO MINUTE) AS __time,
+  "srcIP",
+  "dstIP",
+  SUM("bytes") AS "bytes",
+  COUNT(*) AS "count",

Review Comment:
   Moved it to the the last line



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