gaurav7261 opened a new issue, #3414:
URL: https://github.com/apache/parquet-java/issues/3414

   ### Describe the enhancement requested
   
   Every consumer of parquet-variant currently has to implement their own
     JSON-to-Variant parsing (Spark, Kafka Connect, Flink, etc.). This adds
     native parseJson() static methods to VariantBuilder using Jackson
     streaming parser, ported from Apache Spark's production-proven logic.
     - Single-pass streaming (no intermediate JsonNode tree)
     - Smallest integer type selection (byte/short/int/long)
     - Decimal-first float handling, double fallback for scientific notation
     - Overloads for String input and pre-positioned JsonParser
   
   https://github.com/apache/spark/tree/master/common/variant
   
   ### Component(s)
   
   Core


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