Examples with LambdaType io.confluent.ksql.function.types.LambdaType used on opensource projects

Example 6 with LambdaType

use of io.confluent.ksql.function.types.LambdaType in project ksql by confluentinc.

the class UdfUtilTest method shouldGetFunction.

@Test
public void shouldGetFunction() throws NoSuchMethodException {
    final Type type = getClass().getDeclaredMethod("functionType", Function.class).getGenericParameterTypes()[0];
    final ParamType schema = UdfUtil.getSchemaFromType(type);
    assertThat(schema, instanceOf(LambdaType.class));
    assertThat(((LambdaType) schema).inputTypes(), equalTo(ImmutableList.of(ParamTypes.LONG)));
    assertThat(((LambdaType) schema).returnType(), equalTo(ParamTypes.INTEGER));
}

Example 7 with LambdaType

use of io.confluent.ksql.function.types.LambdaType in project ksql by confluentinc.

the class UdfUtilTest method shouldGetTriFunction.

@Test
public void shouldGetTriFunction() throws NoSuchMethodException {
    final Type type = getClass().getDeclaredMethod("triFunctionType", TriFunction.class).getGenericParameterTypes()[0];
    final ParamType schema = UdfUtil.getSchemaFromType(type);
    assertThat(schema, instanceOf(LambdaType.class));
    assertThat(((LambdaType) schema).inputTypes(), equalTo(ImmutableList.of(ParamTypes.LONG, ParamTypes.INTEGER, ParamTypes.BOOLEAN)));
    assertThat(((LambdaType) schema).returnType(), equalTo(ParamTypes.BOOLEAN));
}

Example 8 with LambdaType

use of io.confluent.ksql.function.types.LambdaType in project ksql by confluentinc.

the class FunctionArgumentsUtil method getFunctionTypeInfo.

/**
 * Compute type information given a function call node. Specifically, computes
 * the function return type, the types of all arguments, and the types of all
 * lambda parameters for arguments that are lambda expressions.
 *
 * <p>Given a function call node, we have to do a two pass processing of the
 * function arguments in order to properly handle any potential lambda functions.</p>
 *
 * <p>In the first pass, if there are lambda functions, we create a SqlLambda that only contains
 * the number of input arguments for the lambda. We pass this first argument list
 * to UdfFactory in order to get the correct function. We can make this assumption
 * due to Java's handling of type erasure (Function(T,R) is considered the same as
 * Function(U,R)).</p>
 *
 * <p>In the second pass, we use the LambdaType inputTypes field to construct SqlLambdaResolved
 * that has the proper input type list and return type. We also need to construct a list of
 * lambda type mapping that should be used when processing each function argument subtree.</p>
 *
 * @param expressionTypeManager an expression type manager
 * @param functionCall  the function expression
 * @param udfFactory  udf factory for the function in the expression
 * @param lambdaMapping a type context
 *
 * @return a wrapper that contains a list of function arguments
 *         (any lambdas are SqlLambdaResolved), the ksql function,
 *         type contexts for use in further processing the function
 *         argument child nodes, and the return type of the ksql function
 */
// CHECKSTYLE_RULES.OFF: CyclomaticComplexity
public static FunctionTypeInfo getFunctionTypeInfo(final ExpressionTypeManager expressionTypeManager, final FunctionCall functionCall, final UdfFactory udfFactory, final Map<String, SqlType> lambdaMapping) {
    // CHECKSTYLE_RULES.ON: CyclomaticComplexity
    final List<Expression> arguments = functionCall.getArguments();
    final List<SqlArgument> functionArgumentTypes = firstPassOverFunctionArguments(arguments, expressionTypeManager, lambdaMapping);
    final KsqlScalarFunction function = udfFactory.getFunction(functionArgumentTypes);
    final SqlType returnSchema;
    final List<ArgumentInfo> argumentInfoForFunction = new ArrayList<>();
    if (!functionCall.hasLambdaFunctionCallArguments()) {
        returnSchema = function.getReturnType(functionArgumentTypes);
        return FunctionTypeInfo.of(functionArgumentTypes.stream().map(argument -> ArgumentInfo.of(argument, new HashMap<>(lambdaMapping))).collect(Collectors.toList()), returnSchema, function);
    } else {
        final List<ParamType> paramTypes = function.parameters();
        final Map<GenericType, SqlType> reservedGenerics = new HashMap<>();
        final List<SqlArgument> functionArgumentTypesWithResolvedLambdaType = new ArrayList<>();
        // second pass over the function arguments to properly do lambda type checking
        for (int i = 0; i < arguments.size(); i++) {
            final Expression expression = arguments.get(i);
            final ParamType parameter = paramTypes.get(i);
            if (expression instanceof LambdaFunctionCall) {
                // lambda node at this index in the function node argument list
                if (!(parameter instanceof LambdaType)) {
                    throw new RuntimeException(String.format("Error while processing lambda function." + "Expected lambda parameter but was %s" + "This is most likely an internal error and a " + "Github issue should be filed for debugging. " + "Include the function name, the parameters passed in, the expected " + "signature, and any other relevant information.", parameter.toString()));
                }
                final ArrayList<SqlType> lambdaSqlTypes = new ArrayList<>();
                final Map<String, SqlType> variableTypeMapping = mapLambdaParametersToTypes((LambdaFunctionCall) expression, (LambdaType) parameter, reservedGenerics, lambdaSqlTypes);
                final Map<String, SqlType> updateLambdaMapping = LambdaMappingUtil.resolveOldAndNewLambdaMapping(variableTypeMapping, lambdaMapping);
                final SqlType resolvedLambdaReturnType = expressionTypeManager.getExpressionSqlType(expression, updateLambdaMapping);
                final SqlArgument lambdaArgument = SqlArgument.of(SqlLambdaResolved.of(lambdaSqlTypes, resolvedLambdaReturnType));
                functionArgumentTypesWithResolvedLambdaType.add(lambdaArgument);
                argumentInfoForFunction.add(ArgumentInfo.of(lambdaArgument, new HashMap<>(updateLambdaMapping)));
            } else {
                functionArgumentTypesWithResolvedLambdaType.add(functionArgumentTypes.get(i));
                argumentInfoForFunction.add(ArgumentInfo.of(functionArgumentTypes.get(i), new HashMap<>(lambdaMapping)));
            }
            if (GenericsUtil.hasGenerics(parameter)) {
                final Pair<Boolean, Optional<KsqlException>> success = GenericsUtil.reserveGenerics(parameter, functionArgumentTypesWithResolvedLambdaType.get(i), reservedGenerics);
                if (!success.getLeft() && success.getRight().isPresent()) {
                    throw success.getRight().get();
                }
            }
        }
        returnSchema = function.getReturnType(functionArgumentTypesWithResolvedLambdaType);
        return new FunctionTypeInfo(argumentInfoForFunction, returnSchema, function);
    }
}

Example 9 with LambdaType

use of io.confluent.ksql.function.types.LambdaType in project ksql by confluentinc.

the class GenericsUtil method resolveGenerics.

/**
 * Identifies a mapping from generic type to concrete type based on a {@code schema} and
 * an {@code instance}, where the {@code instance} schema is expected to have no generic
 * types and have the same nested structure as {@code schema}. Any Generic type mapping
 * identified is added to the list passed in.
 *
 * @param mapping   a list of GenericType to SqlType mappings
 * @param schema    the schema that may contain generics
 * @param instance  a schema with the same structure as {@code schema} but with no generics
 *
 * @return whether we were able to resolve generics in the instance and schema
 */
// CHECKSTYLE_RULES.OFF: NPathComplexity
// CHECKSTYLE_RULES.OFF: CyclomaticComplexity
private static boolean resolveGenerics(final List<Entry<GenericType, SqlType>> mapping, final ParamType schema, final SqlArgument instance) {
    if (!isGeneric(schema) && !matches(schema, instance)) {
        // cannot identify from type mismatch
        return false;
    } else if (!hasGenerics(schema)) {
        // nothing left to identify
        return true;
    }
    KsqlPreconditions.checkArgument(isGeneric(schema) || (matches(schema, instance)), "Cannot resolve generics if the schema and instance have differing types: " + schema + " vs. " + instance);
    if (schema instanceof LambdaType) {
        final LambdaType lambdaType = (LambdaType) schema;
        final SqlLambda sqlLambda = instance.getSqlLambdaOrThrow();
        if (lambdaType.inputTypes().size() == sqlLambda.getNumInputs()) {
            if (sqlLambda instanceof SqlLambdaResolved) {
                final SqlLambdaResolved sqlLambdaResolved = (SqlLambdaResolved) sqlLambda;
                int i = 0;
                for (final ParamType paramType : lambdaType.inputTypes()) {
                    if (!resolveGenerics(mapping, paramType, SqlArgument.of(sqlLambdaResolved.getInputType().get(i)))) {
                        return false;
                    }
                    i++;
                }
                return resolveGenerics(mapping, lambdaType.returnType(), SqlArgument.of(sqlLambdaResolved.getReturnType()));
            } else {
                return true;
            }
        } else {
            return false;
        }
    }
    final SqlType sqlType = instance.getSqlTypeOrThrow();
    if (isGeneric(schema)) {
        mapping.add(new HashMap.SimpleEntry<>((GenericType) schema, sqlType));
    }
    if (schema instanceof ArrayType) {
        final SqlArray sqlArray = (SqlArray) sqlType;
        return resolveGenerics(mapping, ((ArrayType) schema).element(), SqlArgument.of(sqlArray.getItemType()));
    }
    if (schema instanceof MapType) {
        final SqlMap sqlMap = (SqlMap) sqlType;
        final MapType mapType = (MapType) schema;
        return resolveGenerics(mapping, mapType.key(), SqlArgument.of(sqlMap.getKeyType())) && resolveGenerics(mapping, mapType.value(), SqlArgument.of(sqlMap.getValueType()));
    }
    if (schema instanceof StructType) {
        throw new KsqlException("Generic STRUCT is not yet supported");
    }
    return true;
}

Example 10 with LambdaType

use of io.confluent.ksql.function.types.LambdaType in project ksql by confluentinc.

the class GenericsUtilTest method shouldFailToIdentifySqlLambdaResolvedWithDifferentSchema.

@Test
public void shouldFailToIdentifySqlLambdaResolvedWithDifferentSchema() {
    // Given:
    final GenericType typeA = GenericType.of("A");
    final GenericType typeB = GenericType.of("B");
    final GenericType typeC = GenericType.of("C");
    final LambdaType a = LambdaType.of(ImmutableList.of(typeA, typeC), typeB);
    final SqlArgument instance = SqlArgument.of(SqlLambdaResolved.of(ImmutableList.of(SqlTypes.DOUBLE), SqlTypes.BIGINT));
    // When:
    final Exception e = assertThrows(KsqlException.class, () -> GenericsUtil.reserveGenerics(a, instance));
    // Then:
    assertThat(e.getMessage(), containsString("Cannot infer generics for LAMBDA (A, C) => B from LAMBDA (DOUBLE) => BIGINT " + "because they do not have the same schema structure"));
}