private LayoutChoice_Set makeSublayout()
{
Correlator correlator = this.efficiencyCorrelator.Correlator;
if (correlator.HasCorrelation)
{
double slope = correlator.Slope;
if (slope != 0)
{
double numYearsPerDouble = 1.0 / slope;
double roundedNumYears = Math.Round(Math.Abs(numYearsPerDouble), 2);
string result;
if (numYearsPerDouble > 0)
{
result = "Your data indicates that your efficiency doubles every " + roundedNumYears + " years. Nice!";
}
else
{
result = "Your data indicates that your efficiency halves every " + roundedNumYears + " years. Keep trying anyway!";
}
result += "\n";
result += "\nTo see a graph of your efficiency over time, go back to Visualize one Activity.";
result += "\nTo find your most and least efficient participations, go back to Search Participations.";
return(new TextblockLayout(result));
}
else
{
return(new TextblockLayout("Your efficiency has not changed yet. Collect more data by running more experiments!"));
}
}
else
{
return(new TextblockLayout("We don't have enough efficiency data yet. Collect more data by running more experiments!"));
}
}
private DataPair doCorrelation(DataIdentifier identifier, DataItem item)
{
if (this.correlator == null)
{
this.correlator = new Correlator();
}
return(this.correlator.Correlate(identifier, item));
}
public async Task CorrelateMoveFileAsync()
{
var context = BuildXLContext.CreateInstanceForTesting();
var pathTable = context.PathTable;
using (var tempFiles = new TempFileStorage(canGetFileNames: true, rootPath: TemporaryDirectory))
{
AbsolutePath sourceDirectory = tempFiles.GetDirectory(pathTable, "Source");
AbsolutePath sourceFile = sourceDirectory.Combine(pathTable, "SourceFile.txt");
var destinationFile = tempFiles.GetFileName(pathTable, "DestinationFile.txt");
WriteFile(pathTable, sourceFile, "content");
var process = CreateDetourProcess(
context,
pathTable,
tempFiles,
argumentStr: "CorrelateMoveFile",
inputFiles: ReadOnlyArray <FileArtifact> .Empty,
inputDirectories: ReadOnlyArray <DirectoryArtifact> .Empty,
outputFiles: ReadOnlyArray <FileArtifactWithAttributes> .FromWithoutCopy(
FileArtifactWithAttributes.Create(
FileArtifact.CreateOutputFile(destinationFile), FileExistence.Required)),
outputDirectories: ReadOnlyArray <DirectoryArtifact> .Empty,
untrackedScopes: ReadOnlyArray <AbsolutePath> .FromWithoutCopy(sourceDirectory));
var correlator = new Correlator(pathTable);
SandboxedProcessPipExecutionResult result = await RunProcessAsync(
pathTable : pathTable,
ignoreSetFileInformationByHandle : false,
ignoreZwRenameFileInformation : false,
monitorNtCreate : true,
ignoreReparsePoints : false,
ignoreNonCreateFileReparsePoints : false,
monitorZwCreateOpenQueryFile : false,
context : context,
pip : process,
detoursListener : correlator,
errorString : out _);
VerifyNormalSuccess(context, result);
XAssert.IsTrue(File.Exists(destinationFile.ToString(pathTable)));
var toVerify = new List <(AbsolutePath, RequestedAccess, FileAccessStatus)>
{
(sourceFile, RequestedAccess.ReadWrite, FileAccessStatus.Allowed),
(destinationFile, RequestedAccess.Write, FileAccessStatus.Allowed)
};
VerifyFileAccesses(context, result.AllReportedFileAccesses, toVerify.ToArray());
correlator.VerifyCorrelation(new Correlator.VerifiedCorrelation(
destinationFile.ToString(pathTable),
ReportedFileOperation.MoveFileWithProgressDest,
sourceFile.ToString(pathTable),
ReportedFileOperation.MoveFileWithProgressSource));
}
}
// Notes:
// - Strategies should be resume-able, i.e on start they should look for
// existing positions associated with the strategy and continue using them.
// This is so startup/shutdown have very little effect on the running of the bot.
public Strategy(Rylobot bot, string label, double risk)
{
Bot = bot;
Label = label;
Suitability = new List <Vec2d>();
Correlator = new Correlator(label);
Risk = risk;
Debugging.DumpInstrument += Dump;
}
public void AndItShouldNotDoThat()
{
var newGuid = Guid.NewGuid();
var correlator = new Correlator <TheSagaData, TheMessage>(
x => x.Id,
new TheSaga
{
Data = new TheSagaData
{
Id = newGuid
}
});
var fieldFromMessage = correlator.FieldFromMessage(new TheMessage {
Id = newGuid
});
Assert.AreEqual(newGuid, fieldFromMessage);
}
public ParticipationCorrelationView(Engine engine, IEnumerable <Activity> activitiesToPredictFrom, Activity activityToPredict, TimeSpan windowSize)
{
DateTime now = DateTime.Now;
engine.EnsureRatingsAreAssociated();
LinearProgression progressionToPredict = activityToPredict.ParticipationsSmoothed((new TimeSpan()).Subtract(windowSize));
StatList <double, Activity> results = new StatList <double, Activity>(new DoubleComparer(), new NoopCombiner <Activity>());
foreach (Activity activity in activitiesToPredictFrom)
{
System.Diagnostics.Debug.WriteLine("comparing " + activity + " and " + activityToPredict.Name);
List <Datapoint> datapoints = activity.compareParticipations(windowSize, progressionToPredict, now.Subtract(windowSize));
// now compute the value of the formula
Correlator correlator = new Correlator();
foreach (Datapoint datapoint in datapoints)
{
correlator.Add(datapoint);
}
double outputIncreasePerInputIncrease = correlator.Slope;
if (!double.IsNaN(outputIncreasePerInputIncrease))
{
results.Add(outputIncreasePerInputIncrease, activity);
}
}
IEnumerable <ListItemStats <double, Activity> > resultList = results.AllItems;
GridLayout_Builder layoutBuilder = new Vertical_GridLayout_Builder().Uniform();
List <ListItemStats <double, Activity> > mostPositivelyCorrelated = new List <ListItemStats <double, Activity> >();
List <ListItemStats <double, Activity> > mostNegativelyCorrelated = new List <ListItemStats <double, Activity> >();
int i = 0;
int numPositives = Math.Min(4, resultList.Count());
foreach (ListItemStats <double, Activity> result in resultList.Reverse())
{
mostPositivelyCorrelated.Add(result);
i++;
if (i > numPositives)
{
break;
}
}
i = 0;
int numNegatives = Math.Min(4, resultList.Count() - numPositives);
foreach (ListItemStats <double, Activity> result in resultList)
{
mostNegativelyCorrelated.Add(result);
i++;
if (i > numNegatives)
{
break;
}
}
if (resultList.Count() <= 0)
{
// This shouldn't be able to happen unless we disallow predicting the activity from itself
this.SubLayout = new TextblockLayout("No activities found!");
}
else
{
string title = "Things you do that are correlated with doing more or less of " + activityToPredict.Name + " over the following " +
Math.Round(windowSize.TotalDays, 0) + " days";
layoutBuilder.AddLayout(new TextblockLayout(title));
if (numPositives > 0)
{
if (numPositives > 1)
{
layoutBuilder.AddLayout(new TextblockLayout("Doing one minute of these activities adds this many minutes:"));
}
else
{
layoutBuilder.AddLayout(new TextblockLayout("Doing one minute of this activity adds this many minutes:"));
}
foreach (ListItemStats <double, Activity> result in mostPositivelyCorrelated)
{
double correlation = result.Key;
Activity activity = result.Value;
String message = activity.Name + ": " + Math.Round(correlation, 5);
layoutBuilder.AddLayout(new TextblockLayout(message));
}
}
if (numNegatives > 0)
{
if (numNegatives > 1)
{
layoutBuilder.AddLayout(new TextblockLayout("Doing one minute of these activities subtracts this many minutes:"));
}
else
{
layoutBuilder.AddLayout(new TextblockLayout("Doing one minute of this activity subtracts this many minutes:"));
}
foreach (ListItemStats <double, Activity> result in mostNegativelyCorrelated)
{
double correlation = result.Key;
Activity activity = result.Value;
String message = activity.Name + ": " + Math.Round(correlation, 5);
layoutBuilder.AddLayout(new TextblockLayout(message));
}
}
this.SubLayout = layoutBuilder.Build();
}
}
