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wip: Support UDF for spark-rapids-tools #1347

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51 changes: 51 additions & 0 deletions core/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -160,6 +160,21 @@
<hadoop.version>3.3.6</hadoop.version>
</properties>
</profile>
<profile>
<id>bd321</id>
<activation>
<property>
<name>buildver</name>
<value>321</value>
</property>
</activation>
<properties>
<buildver>321</buildver>
<spark.version>${bdspark321.version}</spark.version>
<delta.core.version>${delta20x.version}</delta.core.version>
<hadoop.version>3.3.6</hadoop.version>
</properties>
</profile>
<profile>
<id>release322</id>
<activation>
Expand Down Expand Up @@ -443,6 +458,7 @@
<spark314.version>3.1.4-SNAPSHOT</spark314.version>
<spark320.version>3.2.0</spark320.version>
<spark321.version>3.2.1</spark321.version>
<bdspark321.version>3.2.1-bd1-SNAPSHOT</bdspark321.version>
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Is this available on mvn public repo?

<spark322.version>3.2.2</spark322.version>
<spark323.version>3.2.3</spark323.version>
<spark324.version>3.2.4</spark324.version>
Expand Down Expand Up @@ -502,6 +518,7 @@
<project.build.sourceEncoding>${platform-encoding}</project.build.sourceEncoding>
<project.reporting.sourceEncoding>${platform-encoding}</project.reporting.sourceEncoding>
<project.reporting.outputEncoding>${platform-encoding}</project.reporting.outputEncoding>
<hive.version>1.2.2-bd103</hive.version>
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Is this available on public mvn? and why do we need to define custom hive version to do basic functionalities? it will only run in a specific environment.

</properties>

<dependencies>
Expand Down Expand Up @@ -582,6 +599,40 @@
<version>${spark.version}</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.hive</groupId>
<artifactId>hive-common</artifactId>
<version>${hive.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.apache.hive</groupId>
<artifactId>hive-exec</artifactId>
<version>${hive.version}</version>
<scope>provided</scope>
<!-- <exclusions>-->
<!-- <exclusion>-->
<!-- <groupId>org.codehaus.jackson</groupId>-->
<!-- <artifactId>jackson-core-asl</artifactId>-->
<!-- </exclusion>-->
<!-- <exclusion>-->
<!-- <groupId>org.codehaus.jackson</groupId>-->
<!-- <artifactId>jackson-mapper-asl</artifactId>-->
<!-- </exclusion>-->
<!-- <exclusion>-->
<!-- <groupId>org.codehaus.jackson</groupId>-->
<!-- <artifactId>jackson-jaxrs</artifactId>-->
<!-- </exclusion>-->
<!-- <exclusion>-->
<!-- <groupId>org.codehaus.jackson</groupId>-->
<!-- <artifactId>jackson-xc</artifactId>-->
<!-- </exclusion>-->
<!-- <exclusion>-->
<!-- <groupId>com.google.protobuf</groupId>-->
<!-- <artifactId>protobuf-java</artifactId>-->
<!-- </exclusion>-->
<!-- </exclusions>-->
Comment on lines +613 to +634
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remove commented code

</dependency>
</dependencies>

<build>
Expand Down
283 changes: 283 additions & 0 deletions core/src/main/resources/opScore-onprem-bytedance0325.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,283 @@
CPUOperator,Score
CoalesceExec,3.0
CollectLimitExec,3.0
ExpandExec,2.68
FileSourceScanExec,0.5
FilterExec,22.04
GenerateExec,3.0
GlobalLimitExec,3.0
LocalLimitExec,3.0
ProjectExec,1.5
RangeExec,3.0
SampleExec,3.0
SortExec,6.64
SubqueryBroadcastExec,3.0
TakeOrderedAndProjectExec,3.0
UnionExec,3.0
CustomShuffleReaderExec,3.0
HashAggregateExec,10.55
ObjectHashAggregateExec,3.0
SortAggregateExec,3.0
InMemoryTableScanExec,3.0
DataWritingCommandExec,3.0
ExecutedCommandExec,3.0
BatchScanExec,0.5
BroadcastExchangeExec,30.0
ShuffleExchangeExec,1.0
BroadcastHashJoinExec,40.00
BroadcastNestedLoopJoinExec,3.0
CartesianProductExec,3.0
ShuffledHashJoinExec,22.29
SortMergeJoinExec,22.33
AggregateInPandasExec,1.2
ArrowEvalPythonExec,1.2
FlatMapCoGroupsInPandasExec,3.0
FlatMapGroupsInPandasExec,1.2
MapInPandasExec,1.2
WindowInPandasExec,1.2
WindowExec,127.61
HiveTableScanExec,0.5
Abs,4
Acos,4
Acosh,4
Add,4
AggregateExpression,4
Alias,4
And,4
ApproximatePercentile,4
ArrayContains,4
ArrayExcept,4
ArrayExists,4
ArrayIntersect,4
ArrayMax,4
ArrayMin,4
ArrayRemove,4
ArrayRepeat,4
ArrayTransform,4
ArrayUnion,4
ArraysOverlap,4
ArraysZip,4
Asin,4
Asinh,4
AtLeastNNonNulls,4
Atan,4
Atanh,4
AttributeReference,4
Average,4
BRound,4
BitLength,4
BitwiseAnd,4
BitwiseNot,4
BitwiseOr,4
BitwiseXor,4
CaseWhen,4
Cbrt,4
Ceil,4
CheckOverflow,4
Coalesce,4
CollectList,4
CollectSet,4
Concat,4
ConcatWs,4
Contains,4
Conv,4
Cos,4
Cosh,4
Cot,4
Count,4
CreateArray,4
CreateMap,4
CreateNamedStruct,4
CurrentRow$,4
DateAdd,4
DateAddInterval,4
DateDiff,4
DateFormatClass,4
DateSub,4
DayOfMonth,4
DayOfWeek,4
DayOfYear,4
DenseRank,4
Divide,4
DynamicPruningExpression,4
ElementAt,4
EndsWith,4
EqualNullSafe,4
EqualTo,4
Exp,4
Explode,4
Expm1,4
First,4
Flatten,4
Floor,4
FormatNumber,4
FromUTCTimestamp,4
FromUnixTime,4
GetArrayItem,4
GetArrayStructFields,4
GetJsonObject,4
GetMapValue,4
GetStructField,4
GetTimestamp,4
GreaterThan,4
GreaterThanOrEqual,4
Greatest,4
HiveGenericUDF,4
HiveSimpleUDF,4
Hour,4
Hypot,4
If,4
In,4
InSet,4
InitCap,4
InputFileBlockLength,4
InputFileBlockStart,4
InputFileName,4
IntegralDivide,4
IsNaN,4
IsNotNull,4
IsNull,4
JsonToStructs,4
JsonTuple,4
KnownFloatingPointNormalized,4
KnownNotNull,4
Lag,4
LambdaFunction,4
Last,4
LastDay,4
Lead,4
Least,4
Length,4
LessThan,4
LessThanOrEqual,4
Like,4
Literal,4
Log,4
Log10,4
Log1p,4
Log2,4
Logarithm,4
Lower,4
MakeDecimal,4
MapConcat,4
MapEntries,4
MapFilter,4
MapKeys,4
MapValues,4
Max,4
Md5,4
MicrosToTimestamp,4
MillisToTimestamp,4
Min,4
Minute,4
MonotonicallyIncreasingID,4
Month,4
Multiply,4
Murmur3Hash,4
NaNvl,4
NamedLambdaVariable,4
NormalizeNaNAndZero,4
Not,4
NthValue,4
OctetLength,4
Or,4
ParseUrl,4
Percentile,4
PercentRank,4
PivotFirst,4
Pmod,4
PosExplode,4
Pow,4
PreciseTimestampConversion,4
PromotePrecision,4
PythonUDF,4
Quarter,4
RLike,4
RaiseError,4
Rand,4
Rank,4
RegExpExtract,4
RegExpExtractAll,4
RegExpReplace,4
Remainder,4
ReplicateRows,4
Reverse,4
Rint,4
Round,4
RowNumber,4
ScalaUDF,4
ScalarSubquery,4
Second,4
SecondsToTimestamp,4
Sequence,4
ShiftLeft,4
ShiftRight,4
ShiftRightUnsigned,4
Signum,4
Sin,4
Sinh,4
Size,4
SortArray,4
SortOrder,4
SparkPartitionID,4
SpecifiedWindowFrame,100
Sqrt,4
Stack,4
StartsWith,4
StddevPop,4
StddevSamp,4
StringInstr,4
StringLPad,4
StringLocate,4
StringRPad,4
StringRepeat,4
StringReplace,4
StringSplit,4
StringToMap,4
StringTranslate,4
StringTrim,4
StringTrimLeft,4
StringTrimRight,4
StructsToJson,4
Substring,4
SubstringIndex,4
Subtract,4
Sum,4
Tan,4
Tanh,4
TimeAdd,4
ToDegrees,4
ToRadians,4
ToUnixTimestamp,4
TransformKeys,4
TransformValues,4
UnaryMinus,4
UnaryPositive,4
UnboundedFollowing$,4
UnboundedPreceding$,4
UnixTimestamp,4
UnscaledValue,4
Upper,4
VariancePop,4
VarianceSamp,4
WeekDay,4
WindowExpression,100
WindowSpecDefinition,100
XxHash64,4
Year,4
WriteFilesExec,4
Empty2Null,4
Ascii,4
ToUTCTimestamp,4
KMeans-pyspark,8.86
KMeans-scala,1
PCA-pyspark,2.24
PCA-scala,2.69
LinearRegression-pyspark,2
LinearRegression-scala,1
RandomForestClassifier-pyspark,6.31
RandomForestClassifier-scala,1
RandomForestRegressor-pyspark,3.66
RandomForestRegressor-scala,1
XGBoost-pyspark,1
XGBoost-scala,3.31
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This file is going to be deprecated and removed anyway since we rely on qualx for speedups.
FWIW, it is missing some expressions added recently to the qualification tool (i.e., RoundCeil,4
RoundFloor,4
BloomFilterMightContain,4
BloomFilterAggregate,4
EphemeralSubstring,4
KnownNullable,4
InSubqueryExec,4
AQEShuffleReadExec,4
CheckOverflowInTableInsert,4
ArrayFilter,1.5
BoundReference,1.5
HiveHash,1.5
MapFromArrays,1.5
DecimalSum,1.5
MaxBy,1.5
MinBy,1.5
ArrayJoin,1.5

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