Java RestClient sending gzip update

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Is there a way to send gzipped document update to ES using the low-level Java RestClient?

I intend to send a _bulk update using RestClient this way:

restClient.performRequest("POST", "endpoint/_bulk", emptyMap(),
    new GzipCompressingEntity(new NStringEntity("<document>", "application/json")));

but I'm getting the following error:

java.lang.UnsupportedOperationException: null
! at org.apache.http.client.entity.GzipCompressingEntity.getContent(GzipCompressingEntity.java:100)
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