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Posted to issues@spark.apache.org by "Ram (JIRA)" <ji...@apache.org> on 2017/05/14 05:50:04 UTC

[jira] [Created] (SPARK-20734) Structured Streaming spark.sql.streaming.schemaInference not handling schema changes

Ram created SPARK-20734:
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             Summary: Structured Streaming spark.sql.streaming.schemaInference not handling schema changes
                 Key: SPARK-20734
                 URL: https://issues.apache.org/jira/browse/SPARK-20734
             Project: Spark
          Issue Type: Bug
          Components: Structured Streaming
    Affects Versions: 2.1.1
            Reporter: Ram


    sparkSession.config("spark.sql.streaming.schemaInference", true).getOrCreate();
    Dataset<Row> dataset = sparkSession.readStream().parquet("file:/files-to-process");

    StreamingQuery streamingQuery =
        dataset.writeStream().option("checkpointLocation", "file:/checkpoint-location")
            .outputMode(Append()).start("file:/save-parquet-files");

    streamingQuery.awaitTermination();

    After streaming query started If there's a schema changes on new paruet files under files-to-process directory. Structured Streaming not writing new schema changes. Is it possible to handle these schema changes in Structured Streaming.



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