Ejemplo n.º 1
0
        public EquiJoinStreamable(IStreamable <TKey, TLeft> left, IStreamable <TKey, TRight> right, Expression <Func <TLeft, TRight, TResult> > selector)
            : base(left.Properties.Join(right.Properties, selector), left, right)
        {
            Contract.Requires(selector != null);

            this.Selector = selector;

            // This operator uses the equality method on payloads
            if (left.Properties.IsColumnar && !left.Properties.IsStartEdgeOnly && !left.Properties.PayloadEqualityComparer.CanUsePayloadEquality())
            {
                throw new InvalidOperationException(string.Format(CultureInfo.InvariantCulture, "Type of left side of join, '{0}', does not have a valid equality operator for columnar mode.", typeof(TLeft).FullName));
            }
            // This operator uses the equality method on payloads
            if (right.Properties.IsColumnar && !right.Properties.IsStartEdgeOnly && !right.Properties.PayloadEqualityComparer.CanUsePayloadEquality())
            {
                throw new InvalidOperationException(string.Format(CultureInfo.InvariantCulture, "Type of right side of join, '{0}', does not have a valid equality operator for columnar mode.", typeof(TRight).FullName));
            }

            if (left.Properties.IsStartEdgeOnly && right.Properties.IsStartEdgeOnly)
            {
                if ((left.Properties.KeyComparer != null) && (right.Properties.KeyComparer != null) &&
                    (left.Properties.KeyComparer.ExpressionEquals(right.Properties.KeyComparer) &&
                     (typeof(TKey).GetPartitionType() == null)))
                {
                    this.joinKind             = JoinKind.IncreasingOrderEquiJoin;
                    this.fallbackGenerator    = (s, e, o) => new IncreasingOrderEquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                    this.partitionedGenerator = null;
                    this.columnarGenerator    = (k => IncreasingOrderEquiJoinTemplate.Generate(this, this.Selector));
                }
                else
                {
                    this.joinKind             = JoinKind.StartEdgeEquijoin;
                    this.fallbackGenerator    = (s, e, o) => new StartEdgeEquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                    this.partitionedGenerator = (s, e, o) => (BinaryPipe <TKey, TLeft, TRight, TResult>)Activator.CreateInstance(
                        typeof(PartitionedStartEdgeEquiJoinPipe <, , , ,>).MakeGenericType(
                            typeof(TKey),
                            typeof(TLeft),
                            typeof(TRight),
                            typeof(TResult),
                            typeof(TKey).GetPartitionType()), s, e, o);
                    this.columnarGenerator = (k => StartEdgeEquiJoinTemplate.Generate(this, this.Selector));
                }
            }
            else
            {
                this.joinKind             = JoinKind.EquiJoin;
                this.fallbackGenerator    = (s, e, o) => new EquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                this.partitionedGenerator = (s, e, o) => (BinaryPipe <TKey, TLeft, TRight, TResult>)Activator.CreateInstance(
                    CreatePartitionedEquiJoinType(), s, e, o);
                this.columnarGenerator = (k => EquiJoinTemplate.Generate(this, this.Selector));
            }

            Initialize();
        }
Ejemplo n.º 2
0
        public EquiJoinStreamable(IStreamable <TKey, TLeft> left, IStreamable <TKey, TRight> right, Expression <Func <TLeft, TRight, TResult> > selector)
            : base(left.Properties.Join(right.Properties, selector), left, right)
        {
            Contract.Requires(selector != null);

            this.Selector = selector;

            if (left.Properties.IsStartEdgeOnly && right.Properties.IsStartEdgeOnly)
            {
                if ((left.Properties.KeyComparer != null) && (right.Properties.KeyComparer != null) &&
                    left.Properties.KeyComparer.ExpressionEquals(right.Properties.KeyComparer) &&
                    (typeof(TKey).GetPartitionType() == null))
                {
                    this.joinKind             = JoinKind.IncreasingOrderEquiJoin;
                    this.fallbackGenerator    = (s, e, o) => new IncreasingOrderEquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                    this.partitionedGenerator = null;
                    this.columnarGenerator    = k => IncreasingOrderEquiJoinTemplate.Generate(this, this.Selector);
                }
                else
                {
                    this.joinKind             = JoinKind.StartEdgeEquijoin;
                    this.fallbackGenerator    = (s, e, o) => new StartEdgeEquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                    this.partitionedGenerator = (s, e, o) => (BinaryPipe <TKey, TLeft, TRight, TResult>)Activator.CreateInstance(
                        typeof(PartitionedStartEdgeEquiJoinPipe <, , , ,>).MakeGenericType(
                            typeof(TKey),
                            typeof(TLeft),
                            typeof(TRight),
                            typeof(TResult),
                            typeof(TKey).GetPartitionType()), s, e, o);
                    this.columnarGenerator = k => StartEdgeEquiJoinTemplate.Generate(this, this.Selector);
                }
            }
            else if (left.Properties.IsConstantDuration && right.Properties.IsConstantDuration)
            {
                this.joinKind             = JoinKind.FixedIntervalEquiJoin;
                this.fallbackGenerator    = (s, e, o) => new FixedIntervalEquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                this.partitionedGenerator = (s, e, o) => (BinaryPipe <TKey, TLeft, TRight, TResult>)Activator.CreateInstance(
                    CreatePartitionedFixedIntervalEquiJoinType(), s, e, o);
                this.columnarGenerator = k => FixedIntervalEquiJoinTemplate.Generate(this, this.Selector);
            }
            else
            {
                this.joinKind             = JoinKind.EquiJoin;
                this.fallbackGenerator    = (s, e, o) => new EquiJoinPipe <TKey, TLeft, TRight, TResult>(s, e, o);
                this.partitionedGenerator = (s, e, o) => (BinaryPipe <TKey, TLeft, TRight, TResult>)Activator.CreateInstance(
                    CreatePartitionedEquiJoinType(), s, e, o);
                this.columnarGenerator = k => EquiJoinTemplate.Generate(this, this.Selector);
            }

            Initialize();
        }
Ejemplo n.º 3
0
        internal static Tuple <Type, string> Generate <TKey, TLeft, TRight, TResult>(
            BinaryStreamable <TKey, TLeft, TRight, TResult> stream,
            Expression <Func <TLeft, TRight, TResult> > selector)
        {
            Contract.Requires(stream != null);
            Contract.Ensures(Contract.Result <Tuple <Type, string> >() == null || typeof(BinaryPipe <TKey, TLeft, TRight, TResult>).GetTypeInfo().IsAssignableFrom(Contract.Result <Tuple <Type, string> >().Item1));

            string errorMessages = null;

            try
            {
                var template = new EquiJoinTemplate();

                var keyType    = template.keyType = typeof(TKey);
                var leftType   = template.leftType = typeof(TLeft);
                var rightType  = template.rightType = typeof(TRight);
                var resultType = template.resultType = typeof(TResult);

                var tm = new TypeMapper(keyType, leftType, rightType, resultType);
                template.TKey    = tm.CSharpNameFor(keyType);
                template.TLeft   = tm.CSharpNameFor(leftType);
                template.TRight  = tm.CSharpNameFor(rightType);
                template.TResult = tm.CSharpNameFor(resultType);
                var keyAndLeftGenericParameters  = tm.GenericTypeVariables(keyType, leftType).BracketedCommaSeparatedString();
                var keyAndRightGenericParameters = tm.GenericTypeVariables(keyType, rightType).BracketedCommaSeparatedString();
                template.TKeyTResultGenericParameters = tm.GenericTypeVariables(keyType, resultType).BracketedCommaSeparatedString();
                template.genericParameters            = tm.GenericTypeVariables(keyType, leftType, rightType, resultType).BracketedCommaSeparatedString();

                template.className = string.Format("GeneratedEquiJoin_{0}", EquiJoinSequenceNumber++);

                template.leftMessageRepresentation  = new ColumnarRepresentation(leftType);
                template.rightMessageRepresentation = new ColumnarRepresentation(rightType);
                var resultMessageRepresentation = new ColumnarRepresentation(resultType);

                var batchGeneratedFrom_TKey_TLeft  = Transformer.GetBatchClassName(keyType, leftType);
                var batchGeneratedFrom_TKey_TRight = Transformer.GetBatchClassName(keyType, rightType);
                template.BatchGeneratedFrom_TKey_TResult = Transformer.GetBatchClassName(keyType, resultType);

                template.LeftBatchType  = batchGeneratedFrom_TKey_TLeft + keyAndLeftGenericParameters;
                template.RightBatchType = batchGeneratedFrom_TKey_TRight + keyAndRightGenericParameters;

                template.leftFields   = template.leftMessageRepresentation.AllFields;
                template.rightFields  = template.rightMessageRepresentation.AllFields;
                template.resultFields = resultMessageRepresentation.AllFields;

                template.ActiveEventTypeLeft  = leftType.GetTypeInfo().IsValueType ? template.TLeft : "Active_Event_Left";
                template.ActiveEventTypeRight = rightType.GetTypeInfo().IsValueType ? template.TRight : "Active_Event_Right";

                #region Key Equals
                var keyComparer = stream.Properties.KeyEqualityComparer.GetEqualsExpr();
                template.keyComparerEquals =
                    (left, right) =>
                    keyComparer.Inline(left, right);
                if (keyType.IsAnonymousType())
                {
                    template.keyComparerEquals =
                        (left, right) => string.Format("keyComparerEquals({0}, {1})", left, right);
                }
                #endregion

                #region Left Payload Equals
                {
                    var leftPayloadComparer = stream.Left.Properties.PayloadEqualityComparer.GetEqualsExpr();
                    var newLambda           = Extensions.TransformFunction <TKey, TLeft>(leftPayloadComparer, "leftIndex", 0);
                    template.leftComparerEquals = (left, right) => newLambda.Inline(left, right);
                }
                #endregion

                #region Right Payload Equals
                {
                    var rightPayloadComparer = stream.Right.Properties.PayloadEqualityComparer.GetEqualsExpr();
                    var newLambda            = Extensions.TransformFunction <TKey, TRight>(rightPayloadComparer, "rightIndex", 0);
                    template.rightComparerEquals = (left, right) => newLambda.Inline(left, right);
                }
                #endregion

                #region Result Selector
                {
                    var leftMessageType  = StreamMessageManager.GetStreamMessageType <TKey, TLeft>();
                    var rightMessageType = StreamMessageManager.GetStreamMessageType <TKey, TRight>();

                    if (!ConstantExpressionFinder.IsClosedExpression(selector))
                    {
                        errorMessages = "result selector is not a closed expression";
                        throw new InvalidOperationException();
                    }

                    #region LeftBatchSelector
                    {
                        var parameterSubsitutions = new List <Tuple <ParameterExpression, SelectParameterInformation> >()
                        {
                            Tuple.Create(selector.Parameters[0], new SelectParameterInformation()
                            {
                                BatchName = "leftBatch", BatchType = leftMessageType, IndexVariableName = "i", parameterRepresentation = template.leftMessageRepresentation,
                            }),
                        };
                        var projectionResult = SelectTransformer.Transform(selector, parameterSubsitutions, resultMessageRepresentation, true);
                        if (projectionResult.Error)
                        {
                            errorMessages = "error while transforming the result selector";
                            throw new InvalidOperationException();
                        }
                        template.leftBatchSelector = (leftBatch, leftIndex, rightEvent) =>
                        {
                            var d = new Dictionary <ParameterExpression, string>
                            {
                                { Expression.Variable(leftMessageType, "leftBatch"), leftBatch },
                                { Expression.Variable(typeof(int), "i"), leftIndex },
                                { selector.Parameters[1], rightEvent }
                            };
                            var sb = new System.Text.StringBuilder();
                            sb.AppendLine("{");
                            foreach (var kv in projectionResult.ComputedFields)
                            {
                                var f = kv.Key;
                                var e = kv.Value;
                                if (f.OptimizeString())
                                {
                                    sb.AppendFormat(
                                        "output.{0}.AddString({1});\n",
                                        f.Name,
                                        e.ExpressionToCSharpStringWithParameterSubstitution(d));
                                }
                                else
                                {
                                    sb.AppendFormat(
                                        "output.{0}.col[index] = {1};\n",
                                        f.Name,
                                        e.ExpressionToCSharpStringWithParameterSubstitution(d));
                                }
                            }
                            sb.AppendLine("}");
                            return(sb.ToString());
                        };
                    }
                    #endregion
                    #region RightBatchSelector
                    {
                        var parameterSubsitutions = new List <Tuple <ParameterExpression, SelectParameterInformation> >()
                        {
                            Tuple.Create(selector.Parameters[1], new SelectParameterInformation()
                            {
                                BatchName = "rightBatch", BatchType = rightMessageType, IndexVariableName = "j", parameterRepresentation = template.rightMessageRepresentation,
                            }),
                        };
                        var projectionResult = SelectTransformer.Transform(selector, parameterSubsitutions, resultMessageRepresentation, true);
                        if (projectionResult.Error)
                        {
                            errorMessages = "error while transforming the result selector";
                            throw new InvalidOperationException();
                        }
                        template.rightBatchSelector = (leftEvent, rightBatch, rightIndex) =>
                        {
                            var d = new Dictionary <ParameterExpression, string>
                            {
                                { selector.Parameters[0], leftEvent },
                                { Expression.Variable(rightMessageType, "rightBatch"), rightBatch },
                                { Expression.Variable(typeof(int), "j"), rightIndex }
                            };
                            var sb = new System.Text.StringBuilder();
                            sb.AppendLine("{");
                            foreach (var kv in projectionResult.ComputedFields)
                            {
                                var f = kv.Key;
                                var e = kv.Value;
                                if (f.OptimizeString())
                                {
                                    sb.AppendFormat(
                                        "output.{0}.AddString({1});\n",
                                        f.Name,
                                        e.ExpressionToCSharpStringWithParameterSubstitution(d));
                                }
                                else
                                {
                                    sb.AppendFormat(
                                        "output.{0}.col[index] = {1};\n",
                                        f.Name,
                                        e.ExpressionToCSharpStringWithParameterSubstitution(d));
                                }
                            }
                            sb.AppendLine("}");
                            return(sb.ToString());
                        };
                    }
                    #endregion
                    #region ActiveSelector
                    {
                        var parameterSubsitutions = new List <Tuple <ParameterExpression, SelectParameterInformation> >();
                        var projectionResult      = SelectTransformer.Transform(selector, parameterSubsitutions, resultMessageRepresentation, true);
                        if (projectionResult.Error)
                        {
                            errorMessages = "error while transforming the result selector";
                            throw new InvalidOperationException();
                        }
                        template.activeSelector = (leftEvent, rightEvent) =>
                        {
                            var d = new Dictionary <ParameterExpression, string>
                            {
                                { selector.Parameters[0], leftEvent },
                                { selector.Parameters[1], rightEvent }
                            };
                            var sb = new System.Text.StringBuilder();
                            sb.AppendLine("{");
                            foreach (var kv in projectionResult.ComputedFields)
                            {
                                var f = kv.Key;
                                var e = kv.Value;
                                if (f.OptimizeString())
                                {
                                    sb.AppendFormat(
                                        "output.{0}.AddString({1});\n",
                                        f.Name,
                                        e.ExpressionToCSharpStringWithParameterSubstitution(d));
                                }
                                else
                                {
                                    sb.AppendFormat(
                                        "output.{0}.col[index] = {1};\n",
                                        f.Name,
                                        e.ExpressionToCSharpStringWithParameterSubstitution(d));
                                }
                            }
                            sb.AppendLine("}");
                            return(sb.ToString());
                        };
                    }
                    #endregion
                }
                #endregion

                if (stream.Left.Properties.IsIntervalFree && stream.Right.Properties.IsConstantDuration)
                {
                    template.endPointHeap = "EndPointQueue";
                }
                else if (stream.Right.Properties.IsIntervalFree && stream.Left.Properties.IsConstantDuration)
                {
                    template.endPointHeap = "EndPointQueue";
                }
                else if (stream.Left.Properties.IsConstantDuration && stream.Right.Properties.IsConstantDuration &&
                         stream.Left.Properties.ConstantDurationLength == stream.Right.Properties.ConstantDurationLength)
                {
                    template.endPointHeap = "EndPointQueue";
                }
                else
                {
                    template.endPointHeap = "EndPointHeap";
                }


                template.staticCtor = Transformer.StaticCtor(template.className);
                var expandedCode = template.TransformText();

                var assemblyReferences = Transformer.AssemblyReferencesNeededFor(keyType, leftType, rightType, resultType);
                assemblyReferences.Add(typeof(IStreamable <,>).GetTypeInfo().Assembly);
                assemblyReferences.Add(Transformer.GeneratedStreamMessageAssembly <TKey, TLeft>());
                assemblyReferences.Add(Transformer.GeneratedStreamMessageAssembly <TKey, TRight>());
                assemblyReferences.Add(Transformer.GeneratedStreamMessageAssembly <TKey, TResult>());

                var a = Transformer.CompileSourceCode(expandedCode, assemblyReferences, out errorMessages);
                if (keyType.IsAnonymousType())
                {
                    if (errorMessages == null)
                    {
                        errorMessages = string.Empty;
                    }
                    errorMessages += "\nCodegen Warning: The key type for an equi-join is an anonymous type (or contains an anonymous type), preventing the inlining of the key equality and hashcode functions. This may lead to poor performance.\n";
                }
                var realClassName = template.className.AddNumberOfNecessaryGenericArguments(keyType, leftType, rightType, resultType);
                var t             = a.GetType(realClassName);
                if (t.GetTypeInfo().IsGenericType)
                {
                    var list = keyType.GetAnonymousTypes();
                    list.AddRange(leftType.GetAnonymousTypes());
                    list.AddRange(rightType.GetAnonymousTypes());
                    list.AddRange(resultType.GetAnonymousTypes());
                    return(Tuple.Create(t.MakeGenericType(list.ToArray()), errorMessages));
                }
                else
                {
                    return(Tuple.Create(t, errorMessages));
                }
            }
            catch
            {
                if (Config.CodegenOptions.DontFallBackToRowBasedExecution)
                {
                    throw new InvalidOperationException("Code Generation failed when it wasn't supposed to!");
                }
                return(Tuple.Create((Type)null, errorMessages));
            }
        }
Ejemplo n.º 4
0
        internal static Tuple <Type, string> Generate <TKey, TLeft, TRight, TResult>(
            BinaryStreamable <TKey, TLeft, TRight, TResult> stream,
            Expression <Func <TLeft, TRight, TResult> > selector)
        {
            Contract.Requires(stream != null);
            Contract.Ensures(Contract.Result <Tuple <Type, string> >() == null || typeof(BinaryPipe <TKey, TLeft, TRight, TResult>).GetTypeInfo().IsAssignableFrom(Contract.Result <Tuple <Type, string> >().Item1));

            string errorMessages = null;

            try
            {
                var template = new EquiJoinTemplate($"GeneratedEquiJoin_{EquiJoinSequenceNumber++}", typeof(TKey), typeof(TLeft), typeof(TRight), typeof(TResult));

                var keyAndLeftGenericParameters  = template.tm.GenericTypeVariables(template.keyType, template.leftType).BracketedCommaSeparatedString();
                var keyAndRightGenericParameters = template.tm.GenericTypeVariables(template.keyType, template.rightType).BracketedCommaSeparatedString();
                template.TKeyTResultGenericParameters = template.tm.GenericTypeVariables(template.keyType, template.resultType).BracketedCommaSeparatedString();
                template.genericParameters            = template.tm.GenericTypeVariables(template.keyType, template.leftType, template.rightType, template.resultType).BracketedCommaSeparatedString();

                template.leftMessageRepresentation  = new ColumnarRepresentation(template.leftType);
                template.rightMessageRepresentation = new ColumnarRepresentation(template.rightType);
                var resultMessageRepresentation = new ColumnarRepresentation(template.resultType);

                var batchGeneratedFrom_TKey_TLeft  = Transformer.GetBatchClassName(template.keyType, template.leftType);
                var batchGeneratedFrom_TKey_TRight = Transformer.GetBatchClassName(template.keyType, template.rightType);
                template.BatchGeneratedFrom_TKey_TResult = Transformer.GetBatchClassName(template.keyType, template.resultType);

                template.LeftBatchType  = batchGeneratedFrom_TKey_TLeft + keyAndLeftGenericParameters;
                template.RightBatchType = batchGeneratedFrom_TKey_TRight + keyAndRightGenericParameters;

                template.leftFields   = template.leftMessageRepresentation.AllFields;
                template.rightFields  = template.rightMessageRepresentation.AllFields;
                template.resultFields = resultMessageRepresentation.AllFields;

                template.ActiveEventTypeLeft  = template.leftType.GetTypeInfo().IsValueType ? template.TLeft : "Active_Event_Left";
                template.ActiveEventTypeRight = template.rightType.GetTypeInfo().IsValueType ? template.TRight : "Active_Event_Right";

                #region Key Equals
                var keyComparer = stream.Properties.KeyEqualityComparer.GetEqualsExpr();
                template.keyComparerEquals =
                    (left, right) =>
                    keyComparer.Inline(left, right);
                if (template.keyType.IsAnonymousType())
                {
                    template.keyComparerEquals =
                        (left, right) => $"keyComparerEquals({left}, {right})";
                }
                #endregion

                #region Left Payload Equals
                {
                    var leftPayloadComparer = stream.Left.Properties.PayloadEqualityComparer.GetEqualsExpr();
                    var newLambda           = Extensions.TransformFunction <TKey, TLeft>(leftPayloadComparer, "leftIndex", 0);
                    template.leftComparerEquals = (left, right) => newLambda.Inline(left, right);
                }
                #endregion

                #region Right Payload Equals
                {
                    var rightPayloadComparer = stream.Right.Properties.PayloadEqualityComparer.GetEqualsExpr();
                    var newLambda            = Extensions.TransformFunction <TKey, TRight>(rightPayloadComparer, "rightIndex", 0);
                    template.rightComparerEquals = (left, right) => newLambda.Inline(left, right);
                }
                #endregion

                #region Result Selector
                {
                    var leftMessageType  = StreamMessageManager.GetStreamMessageType <TKey, TLeft>();
                    var rightMessageType = StreamMessageManager.GetStreamMessageType <TKey, TRight>();

                    if (!ConstantExpressionFinder.IsClosedExpression(selector))
                    {
                        errorMessages = "result selector is not a closed expression";
                        throw new InvalidOperationException();
                    }

                    #region LeftBatchSelector
                    {
                        var leftBatchIndexVariable = selector.Parameters.GenerateFreshVariableName("i");
                        var parameterSubsitutions  = new List <Tuple <ParameterExpression, SelectParameterInformation> >()
                        {
                            Tuple.Create(selector.Parameters[0], new SelectParameterInformation()
                            {
                                BatchName = "leftBatch", BatchType = leftMessageType, IndexVariableName = leftBatchIndexVariable, parameterRepresentation = template.leftMessageRepresentation,
                            }),
                        };
                        var projectionResult = SelectTransformer.Transform(selector, parameterSubsitutions, resultMessageRepresentation, true);
                        if (projectionResult.Error)
                        {
                            errorMessages = "error while transforming the result selector";
                            throw new InvalidOperationException();
                        }

                        template.leftBatchSelector = (leftBatch, leftIndex, rightEvent) =>
                        {
                            var parameterMap = new Dictionary <ParameterExpression, string>
                            {
                                { Expression.Variable(leftMessageType, "leftBatch"), leftBatch },
                                { Expression.Variable(typeof(int), leftBatchIndexVariable), leftIndex },
                                { selector.Parameters[1], rightEvent }
                            };
                            if (projectionResult.ProjectionReturningResultInstance != null)
                            {
                                return($"this.output[index] = {projectionResult.ProjectionReturningResultInstance.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)};");
                            }
                            else
                            {
                                var sb = new System.Text.StringBuilder();
                                sb.AppendLine("{");
                                foreach (var kv in projectionResult.ComputedFields)
                                {
                                    var f = kv.Key;
                                    var e = kv.Value;
                                    if (f.OptimizeString())
                                    {
                                        sb.AppendLine($"this.output.{f.Name}.AddString({e.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)});");
                                    }
                                    else
                                    {
                                        sb.AppendLine($"this.output.{f.Name}.col[index] = {e.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)};");
                                    }
                                }
                                sb.AppendLine("}");
                                return(sb.ToString());
                            }
                        };
                    }
                    #endregion
                    #region RightBatchSelector
                    {
                        var rightBatchIndexVariable = selector.Parameters.GenerateFreshVariableName("j");
                        var parameterSubsitutions   = new List <Tuple <ParameterExpression, SelectParameterInformation> >()
                        {
                            Tuple.Create(selector.Parameters[1], new SelectParameterInformation()
                            {
                                BatchName = "rightBatch", BatchType = rightMessageType, IndexVariableName = rightBatchIndexVariable, parameterRepresentation = template.rightMessageRepresentation,
                            }),
                        };
                        var projectionResult = SelectTransformer.Transform(selector, parameterSubsitutions, resultMessageRepresentation, true);
                        if (projectionResult.Error)
                        {
                            errorMessages = "error while transforming the result selector";
                            throw new InvalidOperationException();
                        }

                        template.rightBatchSelector = (leftEvent, rightBatch, rightIndex) =>
                        {
                            var parameterMap = new Dictionary <ParameterExpression, string>
                            {
                                { selector.Parameters[0], leftEvent },
                                { Expression.Variable(rightMessageType, "rightBatch"), rightBatch },
                                { Expression.Variable(typeof(int), rightBatchIndexVariable), rightIndex }
                            };
                            if (projectionResult.ProjectionReturningResultInstance != null)
                            {
                                return($"this.output[index] = {projectionResult.ProjectionReturningResultInstance.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)};");
                            }
                            else
                            {
                                var sb = new System.Text.StringBuilder();
                                sb.AppendLine("{");
                                foreach (var kv in projectionResult.ComputedFields)
                                {
                                    var f = kv.Key;
                                    var e = kv.Value;
                                    if (f.OptimizeString())
                                    {
                                        sb.AppendLine($"this.output.{f.Name}.AddString({e.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)});");
                                    }
                                    else
                                    {
                                        sb.AppendLine($"this.output.{f.Name}.col[index] = {e.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)};");
                                    }
                                }
                                sb.AppendLine("}");
                                return(sb.ToString());
                            }
                        };
                    }
                    #endregion
                    #region ActiveSelector
                    {
                        var parameterSubsitutions = new List <Tuple <ParameterExpression, SelectParameterInformation> >();
                        var projectionResult      = SelectTransformer.Transform(selector, parameterSubsitutions, resultMessageRepresentation, true);
                        if (projectionResult.Error)
                        {
                            errorMessages = "error while transforming the result selector";
                            throw new InvalidOperationException();
                        }

                        template.activeSelector = (leftEvent, rightEvent) =>
                        {
                            var parameterMap = new Dictionary <ParameterExpression, string>
                            {
                                { selector.Parameters[0], leftEvent },
                                { selector.Parameters[1], rightEvent }
                            };
                            if (projectionResult.ProjectionReturningResultInstance != null)
                            {
                                return($"this.output[index] = {projectionResult.ProjectionReturningResultInstance.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)};");
                            }
                            else
                            {
                                var sb = new System.Text.StringBuilder();
                                sb.AppendLine("{");
                                foreach (var kv in projectionResult.ComputedFields)
                                {
                                    var f = kv.Key;
                                    var e = kv.Value;
                                    if (f.OptimizeString())
                                    {
                                        sb.AppendLine($"this.output.{f.Name}.AddString({e.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)});");
                                    }
                                    else
                                    {
                                        sb.AppendLine($"this.output.{f.Name}.col[index] = {e.ExpressionToCSharpStringWithParameterSubstitution(parameterMap)};");
                                    }
                                }
                                sb.AppendLine("}");
                                return(sb.ToString());
                            }
                        };
                    }
                    #endregion
                }
                #endregion

                if (stream.Left.Properties.IsIntervalFree && stream.Right.Properties.IsConstantDuration)
                {
                    template.endPointHeap = "EndPointQueue";
                }
                else if (stream.Right.Properties.IsIntervalFree && stream.Left.Properties.IsConstantDuration)
                {
                    template.endPointHeap = "EndPointQueue";
                }
                else if (stream.Left.Properties.IsConstantDuration && stream.Right.Properties.IsConstantDuration &&
                         stream.Left.Properties.ConstantDurationLength == stream.Right.Properties.ConstantDurationLength)
                {
                    template.endPointHeap = "EndPointQueue";
                }
                else
                {
                    template.endPointHeap = "EndPointHeap";
                }

                return(template.Generate <TKey, TLeft, TRight, TResult>(selector));
            }
            catch
            {
                if (Config.CodegenOptions.DontFallBackToRowBasedExecution)
                {
                    throw new InvalidOperationException("Code Generation failed when it wasn't supposed to!");
                }
                return(Tuple.Create((Type)null, errorMessages));
            }
        }