static void Main(string[] args)
{
var grammar = Helper.LoadGrammar("Annagrammer.syntax.grammar", true, typeof(StringOfLetters), typeof(Semantics));
if (grammar != null)
{
var specification = ShouldConvert.Given(grammar).To(new StringOfLetters("Hallo"), new StringOfLetters("aHllo"));
var result = Helper.LearnDeductive(grammar, specification, "learning.log.xml");
if (result.RealizedPrograms != null)
{
Console.WriteLine("No program found!");
}
else
{
// TODO for ranking, define a feature
// for now, iterate over the programms without score or other features.
int i = 0;
foreach (var program in result.RealizedPrograms)
{
Console.WriteLine($"[{i}]: {program}");
i++;
}
// TODO programm auf neuen Input anwenden.
}
}
}
private static void LoadAndTestSubstrings()
{
var grammar = LoadGrammar("ProseSample.Substrings.grammar");
if (grammar == null)
{
return;
}
StringRegion prose = new StringRegion("Microsoft Program Synthesis using Examples SDK", Semantics.Tokens);
StringRegion sdk = prose.Slice(prose.End - 3, prose.End);
Spec spec = ShouldConvert.Given(grammar).To(prose, sdk);
Learn(grammar, spec, new Substrings.RankingScore(grammar), new Substrings.WitnessFunctions(grammar));
TestFlashFillBenchmark(grammar, "emails");
}
private static void LoadAndTestSubstrings()
{
var grammar = LoadGrammar("ProseSample.Substrings.grammar",
CompilerReference.FromAssemblyFiles(typeof(StringRegion).GetTypeInfo().Assembly,
typeof(Substrings.Semantics).GetTypeInfo().Assembly,
typeof(Record).GetTypeInfo().Assembly));
if (grammar == null)
{
return;
}
StringRegion prose = new StringRegion("Microsoft Program Synthesis using Examples SDK", Token.Tokens);
StringRegion sdk = prose.Slice(prose.End - 3, prose.End);
Spec spec = ShouldConvert.Given(grammar).To(prose, sdk);
Learn(grammar, spec, new Substrings.RankingScore(grammar), new Substrings.WitnessFunctions(grammar));
TestFlashFillBenchmark(grammar, "emails");
}
private static void testLearning(Grammar grammar)
{
var inputList = new[] { "Hello", "World!!!!!!", "Eureka!!", "oh!!" };
var outputLists = new String[][] {
new [] { "oh!!", "Hello", "Eureka!!", "World!!!!!!" },
new [] { "Eureka!!", "oh!!", "Hello", "World!!!!!!" },
new [] { "Hello", "oh!!", "World!!!!!!", "Eureka!!" },
new [] { "Eureka!!", "oh!!", "World!!!!!!", "Hello" },
new [] { "Hello", "oh!!", "Eureka!!", "World!!!!!!" },
new [] { "Hello", "Eureka!!", "oh!!", "World!!!!!!" },
};
foreach (var outputList in outputLists)
{
Spec spec = ShouldConvert.Given(grammar).To(inputList, outputList);
Learn(grammar, spec,
new SortKeySynthesis.Learning.RankingScore(grammar),
new SortKeySynthesis.Learning.Learners(grammar));
}
}
static void Main()
{
var grammar = Helper.LoadGrammar("HelloWorld.syntax.grammar", true, typeof(HelloWorld.semantic.Semantics), typeof(System.Text.RegularExpressions.Regex));
var Spec = ShouldConvert.Given(grammar).To("Hello World", "He").To("hello World", "Wo");
var program = Helper.LearnDeductively(grammar, Spec, new WitnessFunctions(grammar), "learning_ded.log.xml");
if (program.IsEmpty)
{
Console.WriteLine("Could not learn any program.");
return;
}
/*var programs = Helper.Learn(grammar, ShouldConvert.Given(grammar).To("Hello World", "Wo"), "learning.log.xml"); //LearnProgram(grammar);
* var bestPrograms = Helper.RankPrograms(programs, 10, new MyFeature(grammar));
*
* var scorer = new MyFeature(grammar);
* var funcCounter = new FunctionCounter(grammar);
* foreach (var p in bestPrograms)
* {
* Console.WriteLine($"[Score: {p.GetFeatureValue(scorer):F3}, Function calls: {p.GetFeatureValue(funcCounter)}] {p}");
* }
*
* var bestProgram = bestPrograms.First();
*
* if (bestProgram != null)
* {
* Console.WriteLine("Execute the first realized Program on some more input:");
* var input = "Dies ist ein Test";
* var output = (string)Helper.ExecuteOn(bestProgram, input);
* Console.WriteLine($"{input} -> {output}");
* }
* else
* {
* Console.WriteLine("No programm found");
* }*/
}
private static void LoadAndTestSubstrings()
{
var grammar = LoadGrammar("ProseSample.Substrings.grammar");
if (grammar == null)
{
return;
}
ProgramNode p = grammar.ParseAST(@"SubStr(v, PosPair(AbsPos(v, -4), AbsPos(v, -1)))",
ASTSerializationFormat.HumanReadable);
StringRegion prose = StringRegion.Create("Microsoft Program Synthesis using Examples SDK");
State input = State.Create(grammar.InputSymbol, prose);
Console.WriteLine(p.Invoke(input));
StringRegion sdk = prose.Slice(prose.End - 3, prose.End);
Spec spec = ShouldConvert.Given(grammar).To(prose, sdk);
Learn(grammar, spec);
TestFlashFillBenchmark(grammar, "emails");
}
private static void LoadAndTestSubstrings()
{
var grammar = LoadGrammar("ProseSample.Substrings.grammar");
if (grammar == null)
{
return;
}
ProgramNode p = ProgramNode.Parse(@"SubStr(v, PosPair(AbsPos(v, -4), AbsPos(v, -1)))",
grammar, ASTSerializationFormat.HumanReadable);
StringRegion data = RegionLearner.CreateStringRegion("Microsoft PROSE SDK");
State input = State.Create(grammar.InputSymbol, data);
Console.WriteLine(p.Invoke(input));
StringRegion sdk = data.Slice(data.End - 3, data.End);
Spec spec = ShouldConvert.Given(grammar).To(data, sdk);
Learn(grammar, spec,
new Substrings.RankingScore(grammar), new Substrings.WitnessFunctions(grammar));
TestTextTransformationBenchmark(grammar, "emails");
}
