public void NegateDoubleSingleValue()
{
INode <double> value = Flow.Negate(Flow.Constant(42.0)).Evaluate();
Assert.IsNotNull(value);
Assert.AreEqual(-42.0, value.GetValue());
}
public void SessionRunManyTimes()
{
var constant = Flow.Constant(1);
var placeholder = Flow.PlaceHolder <int>("number", new int[0]);
var operation = Flow.Add(placeholder, Flow.Constant(1));
Context context = new Context();
context.SetNode("number", constant);
Session session = new Session();
var result = session.Run(operation, context);
Assert.IsNotNull(result);
Assert.AreEqual(2, result.GetValue(0));
context.SetNode("number", result);
result = session.Run(operation, context);
Assert.IsNotNull(result);
Assert.AreEqual(3, result.GetValue(0));
context.SetNode("number", result);
result = session.Run(operation, context);
Assert.IsNotNull(result);
Assert.AreEqual(4, result.GetValue(0));
}
public void NegateIntegerSingleValue()
{
INode <int> value = Flow.Negate(Flow.Constant(42)).Evaluate();
Assert.IsNotNull(value);
Assert.AreEqual(-42, value.GetValue());
}
public void CreateConstantSingleValue()
{
INode <int> value = Flow.Constant <int>(42);
Assert.IsNotNull(value);
Assert.AreEqual(42, value.GetValue());
}
public void SessionRunConstant()
{
var constant = Flow.Constant(42);
Session session = new Session();
var result = session.Run(constant, null);
Assert.IsNotNull(result);
}
public void CreateConstantMatrixWithNullValues()
{
try
{
Flow.Constant <int>((int[][])null);
Assert.Fail();
}
catch (InvalidOperationException)
{
}
}
public void AddDoubleSingleValues()
{
INode <double> left = Flow.Constant(0.5);
INode <double> right = Flow.Constant(41.5);
var add = Flow.Add(left, right);
Assert.AreEqual(left.Rank, add.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(add.Shape));
Assert.AreEqual(42, add.GetValue());
}
public void CreateConstantMatrixWithBadShape()
{
try
{
Flow.Constant <int>(new int[][] { new int[] { 1, 2, 3 }, new int[] { 4, 5 } });
Assert.Fail();
}
catch (InvalidOperationException)
{
}
}
public void AddIntegerSingleValues()
{
INode <int> left = Flow.Constant(1);
INode <int> right = Flow.Constant(41);
var add = Flow.Add(left, right);
Assert.AreEqual(left.Rank, add.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(add.Shape));
Assert.AreEqual(42, add.GetValue());
}
public void ApplySimpleValueToPlaceHolder()
{
PlaceHolderNode <int> node = new PlaceHolderNode <int>("answer", new int[0]);
INode <int> value = Flow.Constant(42);
Context context = new Context();
context.SetNode("answer", value);
Assert.IsTrue(node.ApplyContext(context));
Assert.AreEqual(42, node.GetValue(0));
}
public void CreateConstantVector()
{
INode <int> value = Flow.Constant <int>(new int[] { 1, 2, 3 });
Assert.IsNotNull(value);
Assert.AreEqual(1, value.GetValue(0));
Assert.AreEqual(2, value.GetValue(1));
Assert.AreEqual(3, value.GetValue(2));
Assert.AreEqual(1, value.Rank);
Assert.IsTrue(value.Shape.SequenceEqual(new int[] { 3 }));
}
public void NegateIntegerVector()
{
INode <int> value = Flow.Negate(Flow.Constant(new int[] { 1, 2, 3 })).Evaluate();
Assert.IsNotNull(value);
Assert.AreEqual(-1, value.GetValue(0));
Assert.AreEqual(-2, value.GetValue(1));
Assert.AreEqual(-3, value.GetValue(2));
Assert.AreEqual(1, value.Rank);
Assert.IsTrue(value.Shape.SequenceEqual(new int[] { 3 }));
}
public void NegateDoubleVector()
{
INode <double> value = Flow.Negate(Flow.Constant(new double[] { 1.1, 2.2, 3.3 })).Evaluate();
Assert.IsNotNull(value);
Assert.AreEqual(-1.1, value.GetValue(0));
Assert.AreEqual(-2.2, value.GetValue(1));
Assert.AreEqual(-3.3, value.GetValue(2));
Assert.AreEqual(1, value.Rank);
Assert.IsTrue(value.Shape.SequenceEqual(new int[] { 3 }));
}
public void DivideMatricesWithDifferentShapes()
{
INode <int> left = Flow.Constant(new int[][] { new int[] { 1, 2, 3 }, new int[] { 4, 5, 6 } });
INode <int> right = Flow.Constant(new int[][] { new int[] { 10, 20 }, new int[] { 40, 50 } });
try
{
new DivideIntegerOperation(left, right);
Assert.Fail();
}
catch (InvalidOperationException)
{
}
}
public void DivideVectorsWithDifferentLengths()
{
INode <int> left = Flow.Constant(new int[] { 1, 2, 3 });
INode <int> right = Flow.Constant(new int[] { 4, 5, 6, 7 });
try
{
new DivideIntegerOperation(left, right);
Assert.Fail();
}
catch (InvalidOperationException)
{
}
}
public void SubtractVectorsWithDifferentLengths()
{
INode <double> left = Flow.Constant(new double[] { 1.5, 2.5, 3.5 });
INode <double> right = Flow.Constant(new double[] { 4.0, 5.0, 6.0, 7.0 });
try
{
new AddDoubleOperation(left, right);
Assert.Fail();
}
catch (InvalidOperationException)
{
}
}
public void SubtractMatricesWithDifferentShapes()
{
INode <double> left = Flow.Constant(new double[][] { new double[] { 1.5, 2.5, 3.5 }, new double[] { 4.5, 5.5, 6.5 } });
INode <double> right = Flow.Constant(new double[][] { new double[] { 10.0, 20.0 }, new double[] { 40.0, 50.0 } });
try
{
new SubtractDoubleOperation(left, right);
Assert.Fail();
}
catch (InvalidOperationException)
{
}
}
public void SetAndGetDoubleNode()
{
Context context = new Context();
INode <double> node = Flow.Constant <double>(3.14159);
context.SetNode("x", node);
var result = context.GetNode <double>("x");
Assert.IsNotNull(result);
Assert.AreSame(node, result);
Assert.IsNull(context.GetNode <int>("x"));
}
public void SessionRunPlaceHolderContextWithConstant()
{
var constant = Flow.Constant(42);
var placeholder = Flow.PlaceHolder <int>("answer", new int[0]);
Context context = new Context();
context.SetNode("answer", constant);
Session session = new Session();
var result = session.Run(placeholder, context);
Assert.IsNotNull(result);
Assert.AreEqual(42, result.GetValue(0));
}
public void CreateConstantMatrix()
{
INode <int> value = Flow.Constant <int>(new int[][] { new int[] { 1, 2, 3 }, new int[] { 4, 5, 6 } });
Assert.AreEqual(2, value.Rank);
Assert.IsNotNull(value.Shape);
Assert.IsTrue(value.Shape.SequenceEqual(new int[] { 2, 3 }));
Assert.AreEqual(1, value.GetValue(0, 0));
Assert.AreEqual(2, value.GetValue(0, 1));
Assert.AreEqual(3, value.GetValue(0, 2));
Assert.AreEqual(4, value.GetValue(1, 0));
Assert.AreEqual(5, value.GetValue(1, 1));
Assert.AreEqual(6, value.GetValue(1, 2));
}
public void NegateIntegerMatrix()
{
INode <int> value = Flow.Negate(Flow.Constant(new int[][] { new int[] { 1, 2, 3 }, new int[] { 4, 5, 6 } })).Evaluate();
Assert.AreEqual(2, value.Rank);
Assert.IsNotNull(value.Shape);
Assert.IsTrue(value.Shape.SequenceEqual(new int[] { 2, 3 }));
Assert.AreEqual(-1, value.GetValue(0, 0));
Assert.AreEqual(-2, value.GetValue(0, 1));
Assert.AreEqual(-3, value.GetValue(0, 2));
Assert.AreEqual(-4, value.GetValue(1, 0));
Assert.AreEqual(-5, value.GetValue(1, 1));
Assert.AreEqual(-6, value.GetValue(1, 2));
}
public void NegateDoubleMatrix()
{
INode <double> value = Flow.Negate(Flow.Constant(new double[][] { new double[] { 1.1, 2.2, 3.3 }, new double[] { 4.4, 5.5, 6.6 } })).Evaluate();
Assert.AreEqual(2, value.Rank);
Assert.IsNotNull(value.Shape);
Assert.IsTrue(value.Shape.SequenceEqual(new int[] { 2, 3 }));
Assert.AreEqual(-1.1, value.GetValue(0, 0));
Assert.AreEqual(-2.2, value.GetValue(0, 1));
Assert.AreEqual(-3.3, value.GetValue(0, 2));
Assert.AreEqual(-4.4, value.GetValue(1, 0));
Assert.AreEqual(-5.5, value.GetValue(1, 1));
Assert.AreEqual(-6.6, value.GetValue(1, 2));
}
public void AddSingleValues()
{
INode <double> left = Flow.Constant(0.5);
INode <double> right = Flow.Constant(41.5);
var add = new AddDoubleOperation(left, right);
Assert.AreEqual(left.Rank, add.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = add.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(42.0, result.GetValue());
}
public void DivideSingleValues()
{
INode <int> left = Flow.Constant(84);
INode <int> right = Flow.Constant(2);
var divide = new DivideIntegerOperation(left, right);
Assert.AreEqual(left.Rank, divide.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = divide.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(42, result.GetValue());
}
public void SubtractSingleValues()
{
INode <double> left = Flow.Constant(42.5);
INode <double> right = Flow.Constant(0.5);
var subtract = new SubtractDoubleOperation(left, right);
Assert.AreEqual(left.Rank, subtract.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = subtract.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(42.0, result.GetValue());
}
public void MultiplySingleValues()
{
INode <int> left = Flow.Constant(2);
INode <int> right = Flow.Constant(21);
var multiply = new MultiplyIntegerOperation(left, right);
Assert.AreEqual(left.Rank, multiply.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = multiply.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(42, result.GetValue());
}
public void SubtractSingleValues()
{
INode <int> left = Flow.Constant(43);
INode <int> right = Flow.Constant(1);
var add = new SubtractIntegerOperation(left, right);
Assert.AreEqual(left.Rank, add.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = add.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(42, result.GetValue());
}
public void MultiplySingleValues()
{
INode <double> left = Flow.Constant(2.0);
INode <double> right = Flow.Constant(41.5);
var multiply = new MultiplyDoubleOperation(left, right);
Assert.AreEqual(left.Rank, multiply.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = multiply.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(83.0, result.GetValue());
}
public void SubtractDoubleSingleValues()
{
INode <double> left = Flow.Constant(43.5);
INode <double> right = Flow.Constant(1.5);
var add = Flow.Subtract(left, right);
Assert.AreEqual(left.Rank, add.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = add.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(42.0, result.GetValue());
}
public void DivideDoubleSingleValues()
{
INode <double> left = Flow.Constant(10.0);
INode <double> right = Flow.Constant(4.0);
var divide = Flow.Divide(left, right);
Assert.AreEqual(left.Rank, divide.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(right.Shape));
var result = divide.Evaluate();
Assert.IsNotNull(result);
Assert.AreEqual(left.Rank, result.Rank);
Assert.IsTrue(left.Shape.SequenceEqual(result.Shape));
Assert.AreEqual(2.5, result.GetValue());
}
