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The casting code in the plugin is currently a collection of expensive string manipulation functionality (regex, etc). It exists to handle more exotic edge cases coming from CSV and JSON that don't work correctly in cudf itself. Ideally, these conversions could be done as a set of custom kernels directly in the spark-rapids-jni.
The casting code in the plugin is currently a collection of expensive string manipulation functionality (regex, etc). It exists to handle more exotic edge cases coming from CSV and JSON that don't work correctly in cudf itself. Ideally, these conversions could be done as a set of custom kernels directly in the spark-rapids-jni.
Tasks
Related items:
#4969
#4837
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