[CALCITE-4924] REGR_SXX and similar aggregate functions return the wr… #3928
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -16,12 +16,25 @@ | |
| */ | ||
| package org.apache.calcite.rel.type; | ||
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| import org.apache.calcite.runtime.CalciteException; | ||
| import org.apache.calcite.runtime.Resources; | ||
| import org.apache.calcite.sql.SqlKind; | ||
| import org.apache.calcite.sql.SqlOperator; | ||
| import org.apache.calcite.sql.SqlOperatorBinding; | ||
| import org.apache.calcite.sql.SqlUtil; | ||
| import org.apache.calcite.sql.fun.SqlStdOperatorTable; | ||
| import org.apache.calcite.sql.parser.SqlParserPos; | ||
| import org.apache.calcite.sql.type.BasicSqlType; | ||
| import org.apache.calcite.sql.type.SqlTypeFamily; | ||
| import org.apache.calcite.sql.type.SqlTypeName; | ||
| import org.apache.calcite.sql.validate.SqlValidatorException; | ||
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|
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| import com.google.common.collect.ImmutableList; | ||
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| import org.checkerframework.checker.nullness.qual.Nullable; | ||
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| import java.util.List; | ||
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| /** Default implementation of | ||
| * {@link org.apache.calcite.rel.type.RelDataTypeSystem}, | ||
| * providing parameters from the SQL standard. | ||
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@@ -255,8 +268,72 @@ | |
| return argumentType; | ||
| } | ||
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| @Override public RelDataType deriveCovarType(RelDataTypeFactory typeFactory, SqlKind sqlKind, | ||
| RelDataType arg0Type, RelDataType arg1Type) { | ||
| switch (sqlKind) { | ||
| case REGR_SXX: | ||
| // REGR_SXX(x, y) → REGR_COUNT(x, y) * VAR_POP(y) | ||
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| // REGR_COUNT(x, y) | ||
| RelDataType regrCountTypeSXX = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.REGR_COUNT, arg0Type, arg1Type); | ||
| // VAR_POP(y) | ||
| RelDataType varPopTypeY = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.VAR_POP, arg1Type); | ||
| // REGR_COUNT(x, y) * VAR_POP(y) | ||
| return getOperatorRelDataType( | ||
| typeFactory, SqlStdOperatorTable.MULTIPLY, regrCountTypeSXX, varPopTypeY); | ||
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||
| case REGR_SYY: | ||
| // REGR_SYY(x, y) → REGR_COUNT(x, y) * VAR_POP(x) | ||
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||
| // REGR_COUNT(x, y) | ||
| RelDataType regrCountTypeSYY = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.REGR_COUNT, arg0Type, arg1Type); | ||
| // VAR_POP(x) | ||
| RelDataType varPopTypeX = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.VAR_POP, arg0Type); | ||
| // REGR_COUNT(x, y) * VAR_POP(y) | ||
| return getOperatorRelDataType( | ||
| typeFactory, SqlStdOperatorTable.MULTIPLY, regrCountTypeSYY, varPopTypeX); | ||
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||
| case COVAR_POP: | ||
| case COVAR_SAMP: | ||
| // COVAR_POP(x, y) → (SUM(x * y) - SUM(x) * SUM(y) / REGR_COUNT(x, y)) / REGR_COUNT(x, y) | ||
| // COVAR_SAMP(x, y) → (SUM(x * y) - SUM(x) * SUM(y) / REGR_COUNT(x, y)) / | ||
| // CASE REGR_COUNT(x, y) WHEN 1 THEN NULL ELSE REGR_COUNT(x, y) - 1 END | ||
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||
| // (x * y) | ||
| RelDataType multiplyXY = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.MULTIPLY, arg0Type, arg1Type); | ||
| // SUM(x * y) | ||
| RelDataType sumMultiplyXY = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.SUM, multiplyXY); | ||
| // SUM(x) | ||
| RelDataType sumX = getOperatorRelDataType(typeFactory, SqlStdOperatorTable.SUM, arg0Type); | ||
| // SUM(y) | ||
| RelDataType sumY = getOperatorRelDataType(typeFactory, SqlStdOperatorTable.SUM, arg1Type); | ||
| // SUM(x) * SUM(y) | ||
| RelDataType multiplySumXSumY = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.MULTIPLY, sumX, sumY); | ||
| // REGR_COUNT(x, y) | ||
| RelDataType regrCountXY = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.REGR_COUNT, arg0Type, arg1Type); | ||
| // SUM(x) * SUM(y) / REGR_COUNT(x, y) | ||
| RelDataType divide = | ||
| getOperatorRelDataType(typeFactory, | ||
| SqlStdOperatorTable.DIVIDE, multiplySumXSumY, regrCountXY); | ||
| // SUM(x * y) - SUM(x) * SUM(y) / REGR_COUNT(x, y) | ||
| RelDataType minus = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.MINUS, sumMultiplyXY, divide); | ||
| // (sum(x * y) - sum(x) * sum(y) / regr_count(x, y)) / regr_count(x, y) | ||
| RelDataType relDataType = | ||
| getOperatorRelDataType(typeFactory, SqlStdOperatorTable.DIVIDE, minus, regrCountXY); | ||
| if (sqlKind == SqlKind.COVAR_POP) { | ||
| return relDataType; | ||
| } | ||
| return typeFactory.createTypeWithNullability(relDataType, true); | ||
| } | ||
| return arg0Type; | ||
| } | ||
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@@ -278,4 +355,37 @@ | |
| return false; | ||
| } | ||
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| /** | ||
| * Implementation of the {@link SqlOperatorBinding} interface. | ||
| */ | ||
| public static class TypeCallBinding extends SqlOperatorBinding { | ||
| private final List<RelDataType> operands; | ||
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| public TypeCallBinding(RelDataTypeFactory typeFactory, | ||
| SqlOperator sqlOperator, List<RelDataType> operands) { | ||
| super(typeFactory, sqlOperator); | ||
| this.operands = operands; | ||
| } | ||
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| @Override public int getOperandCount() { | ||
| return operands.size(); | ||
| } | ||
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| @Override public RelDataType getOperandType(int ordinal) { | ||
| return operands.get(ordinal); | ||
| } | ||
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| @Override public CalciteException newError( | ||
| Resources.ExInst<SqlValidatorException> e) { | ||
| return SqlUtil.newContextException(SqlParserPos.ZERO, e); | ||
| } | ||
| } | ||
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| private RelDataType getOperatorRelDataType(RelDataTypeFactory typeFactory, | ||
| SqlOperator sqlOperator, RelDataType... argumentTypes) { | ||
| ImmutableList<RelDataType> operatorTypeList = ImmutableList.copyOf(argumentTypes); | ||
| TypeCallBinding operatorBinding = | ||
| new TypeCallBinding(typeFactory, sqlOperator, operatorTypeList); | ||
| return sqlOperator.getReturnTypeInference().inferReturnType(operatorBinding); | ||
|
Check failure on line 389 in core/src/main/java/org/apache/calcite/rel/type/RelDataTypeSystemImpl.java
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| } | ||
| } | ||
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I'm not sure if this is a reasonable implementation, but from the test cases, it seems feasible.