Unexpected empty inference response – Elasticsearch Error How To Solve Related Issues

Unexpected empty inference response – Elasticsearch Error How To Solve Related Issues

Updated: July-20

Elasticsearch Version: 1.7-8.0

Before you begin reading this guide, we recommend you try running the Elasticsearch Error Check-Up  which can resolve issues causing many errors 


This guide will help you check for common problems that cause the log “Unexpected empty inference response” to appear. It’s important to understand the issues related to the log, so to get started, read the general overview on common issues and tips related to the Elasticsearch concepts: response, plugin.

Advanced users might want to skip right to the common problems section in each concept or try running the Check-Up which analyses ES to discover the cause of many errors and provides suitable actionable recommendations (free tool that requires no installation). 

Log Context

Log”Unexpected empty inference response”classname  is InferenceProcessor.java
We extracted the following from Elasticsearch source code for those seeking an in-depth context :

  void mutateDocument(InternalInferModelAction.Response response; IngestDocument ingestDocument) {
  if (response.getInferenceResults().isEmpty()) {
  throw new ElasticsearchStatusException("Unexpected empty inference response"; RestStatus.INTERNAL_SERVER_ERROR);
  assert response.getInferenceResults().size() == 1;
  response.getInferenceResults().get(0).writeResult(ingestDocument; this.targetField);
  ingestDocument.setFieldValue(targetField + "." + MODEL_ID; modelId);


Related issues to this log

We have gathered selected Q&A from the community and issues from Github, that can help fix related issues please review the following for further information :

1 Unable to infer schema when loading Parquet file -views 63,382 ,score 25

"curl: (52) Empty reply from server" / timeout when querying ElastiscSearch -views   5,942,score 4



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