| 1 | #pragma once |
| 2 | #include <Functions/IFunction.h> |
| 3 | |
| 4 | /// This file contains developer interface for functions. |
| 5 | /// In order to implement a new function you can choose one of two options: |
| 6 | /// * Implement interface for IFunction (old function interface, which is planned to be removed sometimes) |
| 7 | /// * Implement three interfaces for IExecutableFunctionImpl, IFunctionBaseImpl and IFunctionOverloadResolverImpl |
| 8 | /// Generally saying, IFunction represents a union of tree new interfaces. However, it can't be used for all cases. |
| 9 | /// Examples: |
| 10 | /// * Function properties may depend on arguments type (e.g. toUInt32(UInt8) is globally monotonic, toUInt32(UInt64) - only on intervals) |
| 11 | /// * In implementation of lambda functions DataTypeFunction needs an functional object with known arguments and return type |
| 12 | /// * Function CAST prepares specific implementation based on argument types |
| 13 | /// |
| 14 | /// Interfaces for IFunction, IExecutableFunctionImpl, IFunctionBaseImpl and IFunctionOverloadResolverImpl are pure. |
| 15 | /// Default implementations are in adaptors classes (IFunctionAdaptors.h), which are implement user interfaces via developer ones. |
| 16 | /// Interfaces IExecutableFunctionImpl, IFunctionBaseImpl and IFunctionOverloadResolverImpl are implemented via IFunction |
| 17 | /// in DefaultExecutable, DefaultFunction and DefaultOverloadResolver classes (IFunctionAdaptors.h). |
| 18 | |
| 19 | namespace DB |
| 20 | { |
| 21 | |
| 22 | /// Cache for functions result if it was executed on low cardinality column. |
| 23 | class ExecutableFunctionLowCardinalityResultCache; |
| 24 | using ExecutableFunctionLowCardinalityResultCachePtr = std::shared_ptr<ExecutableFunctionLowCardinalityResultCache>; |
| 25 | |
| 26 | class IExecutableFunctionImpl |
| 27 | { |
| 28 | public: |
| 29 | virtual ~IExecutableFunctionImpl() = default; |
| 30 | |
| 31 | virtual String getName() const = 0; |
| 32 | |
| 33 | virtual void execute(Block & block, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) = 0; |
| 34 | virtual void executeDryRun(Block & block, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) |
| 35 | { |
| 36 | execute(block, arguments, result, input_rows_count); |
| 37 | } |
| 38 | |
| 39 | /** Default implementation in presence of Nullable arguments or NULL constants as arguments is the following: |
| 40 | * if some of arguments are NULL constants then return NULL constant, |
| 41 | * if some of arguments are Nullable, then execute function as usual for block, |
| 42 | * where Nullable columns are substituted with nested columns (they have arbitrary values in rows corresponding to NULL value) |
| 43 | * and wrap result in Nullable column where NULLs are in all rows where any of arguments are NULL. |
| 44 | */ |
| 45 | virtual bool useDefaultImplementationForNulls() const { return true; } |
| 46 | |
| 47 | /** If the function have non-zero number of arguments, |
| 48 | * and if all arguments are constant, that we could automatically provide default implementation: |
| 49 | * arguments are converted to ordinary columns with single value, then function is executed as usual, |
| 50 | * and then the result is converted to constant column. |
| 51 | */ |
| 52 | virtual bool useDefaultImplementationForConstants() const { return false; } |
| 53 | |
| 54 | /** If function arguments has single low cardinality column and all other arguments are constants, call function on nested column. |
| 55 | * Otherwise, convert all low cardinality columns to ordinary columns. |
| 56 | * Returns ColumnLowCardinality if at least one argument is ColumnLowCardinality. |
| 57 | */ |
| 58 | virtual bool useDefaultImplementationForLowCardinalityColumns() const { return true; } |
| 59 | |
| 60 | /** Some arguments could remain constant during this implementation. |
| 61 | */ |
| 62 | virtual ColumnNumbers getArgumentsThatAreAlwaysConstant() const { return {}; } |
| 63 | |
| 64 | /** True if function can be called on default arguments (include Nullable's) and won't throw. |
| 65 | * Counterexample: modulo(0, 0) |
| 66 | */ |
| 67 | virtual bool canBeExecutedOnDefaultArguments() const { return true; } |
| 68 | }; |
| 69 | |
| 70 | using ExecutableFunctionImplPtr = std::unique_ptr<IExecutableFunctionImpl>; |
| 71 | |
| 72 | |
| 73 | /// This class generally has the same methods as in IFunctionBase. |
| 74 | /// See comments for IFunctionBase in IFunction.h |
| 75 | /// The main purpose is to implement `prepare` which returns IExecutableFunctionImpl, not IExecutableFunction |
| 76 | /// Inheritance is not used for better readability. |
| 77 | class IFunctionBaseImpl |
| 78 | { |
| 79 | public: |
| 80 | virtual ~IFunctionBaseImpl() = default; |
| 81 | |
| 82 | virtual String getName() const = 0; |
| 83 | |
| 84 | virtual const DataTypes & getArgumentTypes() const = 0; |
| 85 | virtual const DataTypePtr & getReturnType() const = 0; |
| 86 | |
| 87 | virtual ExecutableFunctionImplPtr prepare(const Block & sample_block, const ColumnNumbers & arguments, size_t result) const = 0; |
| 88 | |
| 89 | #if USE_EMBEDDED_COMPILER |
| 90 | |
| 91 | virtual bool isCompilable() const { return false; } |
| 92 | |
| 93 | virtual llvm::Value * compile(llvm::IRBuilderBase & /*builder*/, ValuePlaceholders /*values*/) const |
| 94 | { |
| 95 | throw Exception(getName() + " is not JIT-compilable" , ErrorCodes::NOT_IMPLEMENTED); |
| 96 | } |
| 97 | |
| 98 | #endif |
| 99 | |
| 100 | virtual bool isStateful() const { return false; } |
| 101 | |
| 102 | virtual bool isSuitableForConstantFolding() const { return true; } |
| 103 | virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const Block & /*block*/, const ColumnNumbers & /*arguments*/) const { return nullptr; } |
| 104 | |
| 105 | virtual bool isInjective(const Block & /*sample_block*/) { return false; } |
| 106 | virtual bool isDeterministic() const { return true; } |
| 107 | virtual bool isDeterministicInScopeOfQuery() const { return true; } |
| 108 | virtual bool hasInformationAboutMonotonicity() const { return false; } |
| 109 | |
| 110 | using Monotonicity = IFunctionBase::Monotonicity; |
| 111 | virtual Monotonicity getMonotonicityForRange(const IDataType & /*type*/, const Field & /*left*/, const Field & /*right*/) const |
| 112 | { |
| 113 | throw Exception("Function " + getName() + " has no information about its monotonicity." , ErrorCodes::NOT_IMPLEMENTED); |
| 114 | } |
| 115 | }; |
| 116 | |
| 117 | using FunctionBaseImplPtr = std::unique_ptr<IFunctionBaseImpl>; |
| 118 | |
| 119 | |
| 120 | class IFunctionOverloadResolverImpl |
| 121 | { |
| 122 | public: |
| 123 | virtual ~IFunctionOverloadResolverImpl() = default; |
| 124 | |
| 125 | virtual String getName() const = 0; |
| 126 | |
| 127 | virtual FunctionBaseImplPtr build(const ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type) const = 0; |
| 128 | |
| 129 | virtual DataTypePtr getReturnType(const DataTypes & /*arguments*/) const |
| 130 | { |
| 131 | throw Exception("getReturnType is not implemented for " + getName(), ErrorCodes::NOT_IMPLEMENTED); |
| 132 | } |
| 133 | |
| 134 | /// This function will be called in default implementation. You can overload it or the previous one. |
| 135 | virtual DataTypePtr getReturnType(const ColumnsWithTypeAndName & arguments) const |
| 136 | { |
| 137 | DataTypes data_types(arguments.size()); |
| 138 | for (size_t i = 0; i < arguments.size(); ++i) |
| 139 | data_types[i] = arguments[i].type; |
| 140 | |
| 141 | return getReturnType(data_types); |
| 142 | } |
| 143 | |
| 144 | /// For non-variadic functions, return number of arguments; otherwise return zero (that should be ignored). |
| 145 | virtual size_t getNumberOfArguments() const = 0; |
| 146 | |
| 147 | /// Properties from IFunctionOverloadResolver. See comments in IFunction.h |
| 148 | virtual bool isDeterministic() const { return true; } |
| 149 | virtual bool isDeterministicInScopeOfQuery() const { return true; } |
| 150 | virtual bool isStateful() const { return false; } |
| 151 | virtual bool isVariadic() const { return false; } |
| 152 | |
| 153 | /// Will be called if isVariadic returns true. You need to check if function can have specified number of arguments. |
| 154 | virtual void checkNumberOfArgumentsIfVariadic(size_t /*number_of_arguments*/) const |
| 155 | { |
| 156 | throw Exception("checkNumberOfArgumentsIfVariadic is not implemented for " + getName(), ErrorCodes::NOT_IMPLEMENTED); |
| 157 | } |
| 158 | |
| 159 | virtual void getLambdaArgumentTypes(DataTypes & /*arguments*/) const |
| 160 | { |
| 161 | throw Exception("Function " + getName() + " can't have lambda-expressions as arguments" , ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); |
| 162 | } |
| 163 | |
| 164 | virtual ColumnNumbers getArgumentsThatAreAlwaysConstant() const { return {}; } |
| 165 | virtual ColumnNumbers getArgumentsThatDontImplyNullableReturnType(size_t /*number_of_arguments*/) const { return {}; } |
| 166 | |
| 167 | /** If useDefaultImplementationForNulls() is true, than change arguments for getReturnType() and build(): |
| 168 | * if some of arguments are Nullable(Nothing) then don't call getReturnType(), call build() with return_type = Nullable(Nothing), |
| 169 | * if some of arguments are Nullable, then: |
| 170 | * - Nullable types are substituted with nested types for getReturnType() function |
| 171 | * - wrap getReturnType() result in Nullable type and pass to build |
| 172 | * |
| 173 | * Otherwise build returns build(arguments, getReturnType(arguments)); |
| 174 | */ |
| 175 | virtual bool useDefaultImplementationForNulls() const { return true; } |
| 176 | |
| 177 | /** If useDefaultImplementationForNulls() is true, than change arguments for getReturnType() and build(). |
| 178 | * If function arguments has low cardinality types, convert them to ordinary types. |
| 179 | * getReturnType returns ColumnLowCardinality if at least one argument type is ColumnLowCardinality. |
| 180 | */ |
| 181 | virtual bool useDefaultImplementationForLowCardinalityColumns() const { return true; } |
| 182 | |
| 183 | /// If it isn't, will convert all ColumnLowCardinality arguments to full columns. |
| 184 | virtual bool canBeExecutedOnLowCardinalityDictionary() const { return true; } |
| 185 | }; |
| 186 | |
| 187 | using FunctionOverloadResolverImplPtr = std::unique_ptr<IFunctionOverloadResolverImpl>; |
| 188 | |
| 189 | |
| 190 | /// Previous function interface. |
| 191 | class IFunction : public std::enable_shared_from_this<IFunction> |
| 192 | { |
| 193 | public: |
| 194 | virtual ~IFunction() = default; |
| 195 | |
| 196 | virtual String getName() const = 0; |
| 197 | |
| 198 | virtual void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) = 0; |
| 199 | virtual void executeImplDryRun(Block & block, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) |
| 200 | { |
| 201 | executeImpl(block, arguments, result, input_rows_count); |
| 202 | } |
| 203 | |
| 204 | /** Default implementation in presence of Nullable arguments or NULL constants as arguments is the following: |
| 205 | * if some of arguments are NULL constants then return NULL constant, |
| 206 | * if some of arguments are Nullable, then execute function as usual for block, |
| 207 | * where Nullable columns are substituted with nested columns (they have arbitrary values in rows corresponding to NULL value) |
| 208 | * and wrap result in Nullable column where NULLs are in all rows where any of arguments are NULL. |
| 209 | */ |
| 210 | virtual bool useDefaultImplementationForNulls() const { return true; } |
| 211 | |
| 212 | /** If the function have non-zero number of arguments, |
| 213 | * and if all arguments are constant, that we could automatically provide default implementation: |
| 214 | * arguments are converted to ordinary columns with single value, then function is executed as usual, |
| 215 | * and then the result is converted to constant column. |
| 216 | */ |
| 217 | virtual bool useDefaultImplementationForConstants() const { return false; } |
| 218 | |
| 219 | /** If function arguments has single low cardinality column and all other arguments are constants, call function on nested column. |
| 220 | * Otherwise, convert all low cardinality columns to ordinary columns. |
| 221 | * Returns ColumnLowCardinality if at least one argument is ColumnLowCardinality. |
| 222 | */ |
| 223 | virtual bool useDefaultImplementationForLowCardinalityColumns() const { return true; } |
| 224 | |
| 225 | /// If it isn't, will convert all ColumnLowCardinality arguments to full columns. |
| 226 | virtual bool canBeExecutedOnLowCardinalityDictionary() const { return true; } |
| 227 | |
| 228 | /** Some arguments could remain constant during this implementation. |
| 229 | */ |
| 230 | virtual ColumnNumbers getArgumentsThatAreAlwaysConstant() const { return {}; } |
| 231 | |
| 232 | /** True if function can be called on default arguments (include Nullable's) and won't throw. |
| 233 | * Counterexample: modulo(0, 0) |
| 234 | */ |
| 235 | virtual bool canBeExecutedOnDefaultArguments() const { return true; } |
| 236 | |
| 237 | #if USE_EMBEDDED_COMPILER |
| 238 | |
| 239 | virtual bool isCompilable() const |
| 240 | { |
| 241 | throw Exception("isCompilable without explicit types is not implemented for IFunction" , ErrorCodes::NOT_IMPLEMENTED); |
| 242 | } |
| 243 | |
| 244 | virtual llvm::Value * compile(llvm::IRBuilderBase & /*builder*/, ValuePlaceholders /*values*/) const |
| 245 | { |
| 246 | throw Exception("compile without explicit types is not implemented for IFunction" , ErrorCodes::NOT_IMPLEMENTED); |
| 247 | } |
| 248 | |
| 249 | #endif |
| 250 | |
| 251 | /// Properties from IFunctionBase (see IFunction.h) |
| 252 | virtual bool isSuitableForConstantFolding() const { return true; } |
| 253 | virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const Block & /*block*/, const ColumnNumbers & /*arguments*/) const { return nullptr; } |
| 254 | virtual bool isInjective(const Block & /*sample_block*/) { return false; } |
| 255 | virtual bool isDeterministic() const { return true; } |
| 256 | virtual bool isDeterministicInScopeOfQuery() const { return true; } |
| 257 | virtual bool isStateful() const { return false; } |
| 258 | virtual bool hasInformationAboutMonotonicity() const { return false; } |
| 259 | |
| 260 | using Monotonicity = IFunctionBase::Monotonicity; |
| 261 | virtual Monotonicity getMonotonicityForRange(const IDataType & /*type*/, const Field & /*left*/, const Field & /*right*/) const |
| 262 | { |
| 263 | throw Exception("Function " + getName() + " has no information about its monotonicity." , ErrorCodes::NOT_IMPLEMENTED); |
| 264 | } |
| 265 | |
| 266 | /// For non-variadic functions, return number of arguments; otherwise return zero (that should be ignored). |
| 267 | virtual size_t getNumberOfArguments() const = 0; |
| 268 | |
| 269 | virtual DataTypePtr getReturnTypeImpl(const DataTypes & /*arguments*/) const |
| 270 | { |
| 271 | throw Exception("getReturnType is not implemented for " + getName(), ErrorCodes::NOT_IMPLEMENTED); |
| 272 | } |
| 273 | |
| 274 | /// Get the result type by argument type. If the function does not apply to these arguments, throw an exception. |
| 275 | virtual DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const |
| 276 | { |
| 277 | DataTypes data_types(arguments.size()); |
| 278 | for (size_t i = 0; i < arguments.size(); ++i) |
| 279 | data_types[i] = arguments[i].type; |
| 280 | |
| 281 | return getReturnTypeImpl(data_types); |
| 282 | } |
| 283 | |
| 284 | virtual bool isVariadic() const { return false; } |
| 285 | |
| 286 | virtual void checkNumberOfArgumentsIfVariadic(size_t /*number_of_arguments*/) const |
| 287 | { |
| 288 | throw Exception("checkNumberOfArgumentsIfVariadic is not implemented for " + getName(), ErrorCodes::NOT_IMPLEMENTED); |
| 289 | } |
| 290 | |
| 291 | virtual void getLambdaArgumentTypes(DataTypes & /*arguments*/) const |
| 292 | { |
| 293 | throw Exception("Function " + getName() + " can't have lambda-expressions as arguments" , ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); |
| 294 | } |
| 295 | |
| 296 | virtual ColumnNumbers getArgumentsThatDontImplyNullableReturnType(size_t /*number_of_arguments*/) const { return {}; } |
| 297 | |
| 298 | |
| 299 | #if USE_EMBEDDED_COMPILER |
| 300 | |
| 301 | bool isCompilable(const DataTypes & arguments) const; |
| 302 | |
| 303 | llvm::Value * compile(llvm::IRBuilderBase &, const DataTypes & arguments, ValuePlaceholders values) const; |
| 304 | |
| 305 | #endif |
| 306 | |
| 307 | protected: |
| 308 | |
| 309 | #if USE_EMBEDDED_COMPILER |
| 310 | |
| 311 | virtual bool isCompilableImpl(const DataTypes &) const { return false; } |
| 312 | |
| 313 | virtual llvm::Value * compileImpl(llvm::IRBuilderBase &, const DataTypes &, ValuePlaceholders) const |
| 314 | { |
| 315 | throw Exception(getName() + " is not JIT-compilable" , ErrorCodes::NOT_IMPLEMENTED); |
| 316 | } |
| 317 | |
| 318 | #endif |
| 319 | }; |
| 320 | |
| 321 | using FunctionPtr = std::shared_ptr<IFunction>; |
| 322 | |
| 323 | } |
| 324 | |