Guys thank you for this post!
I tried to use the extraction function as per below:

`{`
`  "type" : "extraction",`
`  "dimension" : "myid",`
`  "outputName" : "myname",`
`  "outputType" : "STRING",`
`  "extractionFn" : {`
`    "type" : "lookup",`
`    "dimension" : "myid",`
`    "outputName" : "myname",`
`    "retainMissingValue" : false,`
`    "replaceMissingValueWith" : "missing",`
`    "name" : "myid"`
`  }`
`}`

but I get an error:
`HTTP Error 500: Internal Server Error Druid Error`

I'm not sure what I'm doing wrong.
I implemented the druid lookup as a globally cached lookup. JSON below it works 
for the gropby but not filtering though.

`{`
`    "type" : "lookup",`
`    "dimension" : "myid",`
`    "outputName" : "myname",`
`    "retainMissingValue" : false,`
`    "replaceMissingValueWith" : "missing",`
`    "name" : "myid"`
`}`

[ Full content available at: 
https://github.com/apache/incubator-superset/pull/4740 ]
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