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add documentation for dimension compression
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@ -104,10 +104,24 @@ The tuningConfig is optional and default parameters will be used if no tuningCon
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|property|description|default|required?|
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|--------|-----------|-------|---------|
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|type|The task type, this should always be "index".|None.||yes|
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|type|The task type, this should always be "index".|None.|yes|
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|targetPartitionSize|Used in sharding. Determines how many rows are in each segment. Set this to -1 to use numShards instead for sharding.|5000000|no|
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|rowFlushBoundary|Used in determining when intermediate persist should occur to disk.|500000|no|
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|numShards|Directly specify the number of shards to create. You can skip the intermediate persist step if you specify the number of shards you want and set targetPartitionSize=-1.|null|no|
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|indexSpec|defines segment storage format options to be used at indexing time, see [IndexSpec](#indexspec)|null|no|
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#### IndexSpec
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The indexSpec defines segment storage format options to be used at indexing
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time, such as bitmap type, and column compression formats.
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The indexSpec is optional and default parameters will be used if not specified.
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|property|description|possible values|default|required?|
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|--------|-----------|---------------|-------|---------|
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|bitmap|type of bitmap compression to use for inverted indices.|`"concise"`, `"roaring"`|`"concise"` or the value of `druid.processing.bitmap.type`, if specified|no|
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|dimensionCompression|compression format for dimension columns (currently only affects single-value dimensions, multi-value dimensions are always uncompressed)|`"uncompressed"`, `"lz4"`, `"lzf"`|`"lz4"`|no|
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|metricCompression|compression format for metric columns, defaults to LZ4|`"lz4"`, `"lzf"`|`"lz4"`|no|
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### Index Hadoop Task
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