jihoonson commented on a change in pull request #9155: Update docs to use 
index_parallel instead of index
URL: https://github.com/apache/druid/pull/9155#discussion_r367076121
 
 

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 File path: docs/tutorials/tutorial-ingestion-spec.md
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 @@ -490,44 +421,57 @@ The `dataSchema` is shared across all task types, but 
each task type has its own
 
 ## Define the input source
 
-Now let's define our input source, which is specified in an `ioConfig` object. 
Each task type has its own type of `ioConfig`. The native batch task uses 
"firehoses" to read input data, so let's configure a "local" firehose to read 
the example netflow data we saved earlier:
+Now let's define our input source, which is specified in an `ioConfig` object. 
Each task type has its own type of `ioConfig`. To read input data, we need to 
specify an `inputSource`. The the example netflow data we saved earlier needs 
to be read from a local file, which is configured below:
 
 Review comment:
   typo: `The the`

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