apache/hadoop · error · IOException

Job failed!

Error message

Job failed!

What it means

Error "Job failed!" thrown in apache/hadoop.

Source

Thrown at hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/JobClient.java:875

      return stats;
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /** 
   * Utility that submits a job, then polls for progress until the job is
   * complete.
   * 
   * @param job the job configuration.
   * @throws IOException if the job fails
   */
  public static RunningJob runJob(JobConf job) throws IOException {
    JobClient jc = new JobClient(job);
    RunningJob rj = jc.submitJob(job);
    try {
      if (!jc.monitorAndPrintJob(job, rj)) {
        throw new IOException("Job failed!");
      }
    } catch (InterruptedException ie) {
      Thread.currentThread().interrupt();
    }
    return rj;
  }
  
  /**
   * Monitor a job and print status in real-time as progress is made and tasks 
   * fail.
   * @param conf the job's configuration
   * @param job the job to track
   * @return true if the job succeeded
   * @throws IOException if communication to the JobTracker fails
   */
  public boolean monitorAndPrintJob(JobConf conf, 
                                    RunningJob job
  ) throws IOException, InterruptedException {

View on GitHub (pinned to 2add963021)

Solutions

  1. Inspect the job's task logs and counters to find the failing task, fix the underlying cause, and resubmit the job.

When it happens

Trigger: Thrown at hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/JobClient.java:875 when the library encounters an invalid state.

Common situations: See trigger scenarios.


AI-assisted analysis of apache/hadoop@2add963021 (2026-08-22). Data as JSON: /api/errors/44dca0b70623c83a. Report an issue: GitHub.