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Execute from_json
with struct schema using JSONUtils.fromJSONToStructs
#11618
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ttnghia
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Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
ttnghia
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feature request
New feature or request
SQL
part of the SQL/Dataframe plugin
performance
A performance related task/issue
P0
Must have for release
task
Work required that improves the product but is not user facing
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Oct 17, 2024
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
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Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
This reverts commit b3dcffc.
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
revans2
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I know it is still in draft so the debugging comments and commented out code is fine. I just thought I would track it anyways. It looks great.
sql-plugin/src/main/scala/org/apache/spark/sql/rapids/GpuJsonReadCommon.scala
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sql-plugin/src/main/scala/org/apache/spark/sql/rapids/GpuJsonToStructs.scala
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Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
Signed-off-by: Nghia Truong <[email protected]>
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ttnghia
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Perform conversion for the columns output from
Execute Nov 14, 2024
Table.readJSON
to other data types using JSONUtils.convertDataTypes()
from_json
with struct schema using JSONUtils.fromJSONToStructs
revans2
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Nov 14, 2024
# Conflicts: # sql-plugin/src/main/scala/org/apache/spark/sql/rapids/GpuJsonToStructs.scala
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Labels
feature request
New feature or request
P0
Must have for release
performance
A performance related task/issue
SQL
part of the SQL/Dataframe plugin
task
Work required that improves the product but is not user facing
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This adopts the newly implemented JNI function
JSONUtils.fromJSONToStructs()
to parse the input strings columns into a structs column, which is the case of callingfrom_json
SQL function with struct schema. By replacing the Scala code entirely by native code, we can avoid a lot of overhead and optimize runtime performance.Contribute to #11560.
Depends on:
from_json_to_structs
spark-rapids-jni#2510