internal SingletonPredictionContext(PredictionContext parent, int returnState)
: base(CalculateHashCode(parent, returnState))
{
System.Diagnostics.Debug.Assert(returnState != EmptyFullStateKey && returnState != EmptyLocalStateKey);
this.parent = parent;
this.returnState = returnState;
}
protected internal ATNConfig(ATNState state, int alt, PredictionContext context)
{
System.Diagnostics.Debug.Assert((alt & unchecked((int)(0xFFFFFF))) == alt);
this.state = state;
this.altAndOuterContextDepth = alt & unchecked((int)(0x7FFFFFFF));
this.context = context;
}
public static Antlr4.Runtime.Atn.ATNConfig Create(ATNState state, int alt, PredictionContext context, Antlr4.Runtime.Atn.SemanticContext semanticContext, LexerActionExecutor lexerActionExecutor)
{
if (semanticContext != Antlr4.Runtime.Atn.SemanticContext.None)
{
if (lexerActionExecutor != null)
{
return new ATNConfig.ActionSemanticContextATNConfig(lexerActionExecutor, semanticContext, state, alt, context, false);
}
else
{
return new ATNConfig.SemanticContextATNConfig(semanticContext, state, alt, context);
}
}
else
{
if (lexerActionExecutor != null)
{
return new ATNConfig.ActionATNConfig(lexerActionExecutor, state, alt, context, false);
}
else
{
return new Antlr4.Runtime.Atn.ATNConfig(state, alt, context);
}
}
}
protected internal ATNConfig(Antlr4.Runtime.Atn.ATNConfig c, ATNState state, PredictionContext
context)
{
this.state = state;
this.altAndOuterContextDepth = c.altAndOuterContextDepth & unchecked((int)(0x7FFFFFFF
));
this.context = context;
}
internal ArrayPredictionContext(PredictionContext[] parents, int[] returnStates, int hashCode)
: base(hashCode)
{
System.Diagnostics.Debug.Assert(parents.Length == returnStates.Length);
System.Diagnostics.Debug.Assert(returnStates.Length > 1 || returnStates[0] != EmptyFullStateKey, "Should be using PredictionContext.EMPTY instead.");
this.parents = parents;
this.returnStates = returnStates;
}
public static PredictionContext Create(PredictionContext parent, int returnState)
{
if (returnState == EMPTY_RETURN_STATE && parent == null)
{
// someone can pass in the bits of an array ctx that mean $
return PredictionContext.EMPTY;
}
return new SingletonPredictionContext(parent, returnState);
}
public void Put(PredictionContext a, PredictionContext b, PredictionContext value)
{
Dictionary<PredictionContext, PredictionContext> first;
if (!data.TryGetValue(a, out first))
{
first = new Dictionary<PredictionContext, PredictionContext>();
data[a] = first;
}
first[b] = value;
}
public PredictionContext Get(PredictionContext a, PredictionContext b)
{
Dictionary<PredictionContext, PredictionContext> first;
if (!data.TryGetValue(a, out first))
return null;
PredictionContext value;
if (first.TryGetValue(b, out value))
return value;
else
return null;
}
/** Add a context to the cache and return it. If the context already exists,
* return that one instead and do not add a new context to the cache.
* Protect shared cache from unsafe thread access.
*/
public PredictionContext Add(PredictionContext ctx)
{
if (ctx == PredictionContext.EMPTY)
return PredictionContext.EMPTY;
PredictionContext existing = cache.Get(ctx);
if (existing != null)
{
return existing;
}
cache.Put(ctx, ctx);
return ctx;
}
public PredictionContext getCachedContext(PredictionContext context)
{
if (sharedContextCache == null) return context;
lock (sharedContextCache)
{
PredictionContext.IdentityHashMap visited =
new PredictionContext.IdentityHashMap();
return PredictionContext.GetCachedContext(context,
sharedContextCache,
visited);
}
}
public virtual PredictionContext GetAsCached(PredictionContext context)
{
if (!enableCache)
{
return context;
}
PredictionContext result;
if (!contexts.TryGetValue(context, out result))
{
result = context;
contexts[context] = context;
}
return result;
}
public void Test_a_b()
{
PredictionContext r = _contextCache.Join(A(false), B(false));
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[shape=record, label=\"<p0>|<p1>\"];" + Environment.NewLine +
" s1[label=\"*\"];" + Environment.NewLine +
" s0:p0->s1[label=\"1\"];" + Environment.NewLine +
" s0:p1->s1[label=\"2\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public virtual PredictionContext GetChild(PredictionContext context, int invokingState)
{
if (!enableCache)
{
return context.GetChild(invokingState);
}
PredictionContextCache.PredictionContextAndInt operands = new PredictionContextCache.PredictionContextAndInt(context, invokingState);
PredictionContext result;
if (!childContexts.TryGetValue(operands, out result))
{
result = context.GetChild(invokingState);
result = GetAsCached(result);
childContexts[operands] = result;
}
return result;
}
public void VerifyNoPrediction(string userInput)
{
var predictionContext = PredictionContext.Create(userInput);
var actual = this._service.GetSuggestion(predictionContext, 1, 1, CancellationToken.None);
Assert.Equal(0, actual.Count);
actual = this._noFallbackPredictorService.GetSuggestion(predictionContext, 1, 1, CancellationToken.None);
Assert.Equal(0, actual.Count);
actual = this._noCommandBasedPredictorService.GetSuggestion(predictionContext, 1, 1, CancellationToken.None);
Assert.Equal(0, actual.Count);
actual = this._noPredictorService.GetSuggestion(predictionContext, 1, 1, CancellationToken.None);
Assert.Null(actual);
}
public List <PredictiveSuggestion> GetSuggestion(PredictionContext context, CancellationToken cancellationToken)
{
if (_delay)
{
// The delay is exaggerated to make the test reliable.
// xUnit must spin up a lot tasks, which makes the test unreliable when the time difference between 'delay' and 'timeout' is small.
Thread.Sleep(2000);
}
// You can get the user input from the AST.
var userInput = context.InputAst.Extent.Text;
return(new List <PredictiveSuggestion> {
new PredictiveSuggestion($"{userInput} TEST-1 from {Name}"),
new PredictiveSuggestion($"{userInput} TeSt-2 from {Name}"),
});
}
public virtual PredictionContext Join(PredictionContext x, PredictionContext y)
{
if (!enableCache)
{
return PredictionContext.Join(x, y, this);
}
PredictionContextCache.IdentityCommutativePredictionContextOperands operands = new PredictionContextCache.IdentityCommutativePredictionContextOperands(x, y);
PredictionContext result;
if (joinContexts.TryGetValue(operands, out result))
{
return result;
}
result = PredictionContext.Join(x, y, this);
result = GetAsCached(result);
joinContexts[operands] = result;
return result;
}
public void VerifySuggestionOnIncompleteCommand()
{
// We need to get the suggestions for more than one. So we create a local version az predictor.
var localAzPredictor = new AzPredictor(this._service, this._telemetryClient, new Settings()
{
SuggestionCount = 7,
},
null);
var userInput = "New-AzResourceGroup -Name 'ResourceGroup01' -Location 'Central US' -WhatIf -";
var expected = "New-AzResourceGroup -Name 'ResourceGroup01' -Location 'Central US' -WhatIf -Verbose ***";
var predictionContext = PredictionContext.Create(userInput);
var actual = localAzPredictor.GetSuggestion(predictionContext, CancellationToken.None);
Assert.Equal(expected, actual.First().SuggestionText);
}
public void VerifySuggestionOnIncompleteCommand()
{
// We need to get the suggestions for more than one. So we create a local version az predictor.
using var localAzPredictor = new AzPredictor(_service, _telemetryClient, new Settings()
{
SuggestionCount = 7,
MaxAllowedCommandDuplicate = 1,
},
null);
var userInput = "New-AzResourceGroup -Name 'ResourceGroup01' -Location 'Central US' -WhatIf -";
var expected = "New-AzResourceGroup -Name 'ResourceGroup01' -Location 'Central US' -WhatIf -Tag value1";
var predictionContext = PredictionContext.Create(userInput);
var actual = localAzPredictor.GetSuggestion(MockObjects.PredictionClient, predictionContext, CancellationToken.None);
Assert.Equal(expected, actual.SuggestionEntries.First().SuggestionText);
}
public void Test_axdollar_adollar()
{
PredictionContext x = X(false);
PredictionContext a1 = CreateSingleton(x, 1);
PredictionContext a2 = A(false);
PredictionContext r = _contextCache.Join(a1, a2);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[label=\"0\"];" + Environment.NewLine +
" s1[label=\"*\"];" + Environment.NewLine +
" s0->s1[label=\"1\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
[InlineData("Get-AzContext Name")] // a wrong command
public void GetNoPredictionWithCommandNameParameters(string userInput)
{
var predictionContext = PredictionContext.Create(userInput);
var commandAst = predictionContext.InputAst.FindAll(p => p is CommandAst, true).LastOrDefault() as CommandAst;
var commandName = (commandAst?.CommandElements?.FirstOrDefault() as StringConstantExpressionAst)?.Value;
var inputParameterSet = new ParameterSet(commandAst, _azContext);
var rawUserInput = predictionContext.InputAst.Extent.Text;
var presentCommands = new Dictionary <string, int>();
var result = this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
1,
1,
CancellationToken.None);
Assert.Equal(0, result.Count);
}
public void VerifyPredictionForCommand()
{
var predictionContext = PredictionContext.Create("Connect-AzAccount");
var commandAst = predictionContext.InputAst.FindAll(p => p is CommandAst, true).LastOrDefault() as CommandAst;
var commandName = (commandAst?.CommandElements?.FirstOrDefault() as StringConstantExpressionAst)?.Value;
var inputParameterSet = new ParameterSet(commandAst, _azContext);
var rawUserInput = predictionContext.InputAst.Extent.Text;
var presentCommands = new Dictionary <string, int>();
var result = this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
1,
1,
CancellationToken.None);
Assert.Equal("Connect-AzAccount -Identity", result.PredictiveSuggestions.First().SuggestionText);
}
public void VerifyPredictionForCommandAndNamedParameters()
{
var predictionContext = PredictionContext.Create("GET-AZSTORAGEACCOUNTKEY -NAME");
var commandAst = predictionContext.InputAst.FindAll(p => p is CommandAst, true).LastOrDefault() as CommandAst;
var commandName = (commandAst?.CommandElements?.FirstOrDefault() as StringConstantExpressionAst)?.Value;
var inputParameterSet = new ParameterSet(commandAst, _azContext);
var rawUserInput = predictionContext.InputAst.Extent.Text;
var presentCommands = new Dictionary <string, int>();
var result = this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
1,
1,
CancellationToken.None);
Assert.Equal("Get-AzStorageAccountKey -Name 'myStorageAccount' -ResourceGroupName 'ContosoGroup02'", result.PredictiveSuggestions.First().SuggestionText);
}
/// <inhericdoc />
public SuggestionPackage GetSuggestion(string clientId, PredictionContext context, CancellationToken cancellationToken)
{
var localSuggestionSessionId = _suggestionSessionId++;
if (_settings.SuggestionCount.Value <= 0)
{
return(CreateResult(null));
}
Exception exception = null;
CommandLineSuggestion suggestions = null;
try
{
var localCancellationToken = Settings.ContinueOnTimeout ? CancellationToken.None : cancellationToken;
suggestions = _service.GetSuggestion(context, _settings.SuggestionCount.Value, _settings.MaxAllowedCommandDuplicate.Value, localCancellationToken);
var returnedValue = suggestions?.PredictiveSuggestions?.ToList();
return(CreateResult(returnedValue));
}
catch (Exception e) when(!(e is OperationCanceledException))
{
exception = e;
return(CreateResult(null));
}
finally
{
_telemetryClient.OnGetSuggestion(new GetSuggestionTelemetryData(clientId, localSuggestionSessionId, context.InputAst,
suggestions,
cancellationToken.IsCancellationRequested,
exception));
}
SuggestionPackage CreateResult(List <PredictiveSuggestion> suggestions)
{
if ((suggestions == null) || (suggestions.Count == 0))
{
return(default(SuggestionPackage));
}
return(new SuggestionPackage(localSuggestionSessionId, suggestions));
}
}
public void VerifySuggestionSessionIdChanged()
{
var expectedTelemetryCount = 2;
var(azPredictor, telemetryClient) = CreateTestObjects(throwException: false, expectedTelemetryCount + 1);
var predictionContext = PredictionContext.Create("New-AzResourceGroup -Name 'ResourceGroup01' -Location 'Central US' -WhatIf");
var firstSuggestionPackage = azPredictor.GetSuggestion(AzPredictorTelemetryTests.AzPredictorClient, predictionContext, CancellationToken.None);
var firstGetSuggestionData = telemetryClient.GetSuggestionData;
var secondSuggestionPackage = azPredictor.GetSuggestion(AzPredictorTelemetryTests.AzPredictorClient, predictionContext, CancellationToken.None);
var secondGetSuggestionData = telemetryClient.GetSuggestionData;
Assert.NotEqual(secondSuggestionPackage.Session, firstSuggestionPackage.Session);
AzPredictorTelemetryTests.EnsureSameCorrelationId(secondGetSuggestionData, firstGetSuggestionData);
AzPredictorTelemetryTests.EnsureSameSessionId(secondGetSuggestionData, firstGetSuggestionData);
VerifyTelemetryRecordCount(expectedTelemetryCount, telemetryClient);
}
public void Test_Aa_Aa()
{
PredictionContext a1 = A(false);
PredictionContext a2 = A(false);
PredictionContext A1 = Array(a1);
PredictionContext A2 = Array(a2);
PredictionContext r = _contextCache.Join(A1, A2);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[label=\"0\"];" + Environment.NewLine +
" s1[label=\"*\"];" + Environment.NewLine +
" s0->s1[label=\"1\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public void VerifyExceptionInGetSuggestion()
{
var expectedTelemetryCount = 1;
var(azPredictor, telemetryClient) = CreateTestObjects(throwException: true, expectedTelemetryCount + 1);
var predictionContext = PredictionContext.Create("New-AzResourceGroup -Name 'ResourceGroup01' -Location 'Central US' -WhatIf");
var suggestionPackage = azPredictor.GetSuggestion(AzPredictorTelemetryTests.AzPredictorClient, predictionContext, CancellationToken.None);
Assert.IsType <MockTestException>(telemetryClient.GetSuggestionData.Exception);
Assert.Equal(AzPredictorTelemetryTests.AzPredictorClient, telemetryClient.GetSuggestionData.ClientId);
VerifyTelemetryRecordCount(expectedTelemetryCount, telemetryClient);
Assert.EndsWith("GetSuggestion", telemetryClient.RecordedTelemetry[0].EventName);
Assert.Equal(AzPredictorTelemetryTests.AzPredictorClient, telemetryClient.RecordedTelemetry[0].Properties["ClientId"]);
Assert.Equal("New-AzResourceGroup -Location *** -Name *** -WhatIf ***", telemetryClient.RecordedTelemetry[0].Properties["UserInput"]);
Assert.StartsWith($"Type: {typeof(MockTestException)}\nStack Trace: ", telemetryClient.RecordedTelemetry[0].Properties["Exception"]);
}
/// <summary>
/// This method implements the single-token insertion inline error recovery
/// strategy.
/// </summary>
/// <remarks>
/// This method implements the single-token insertion inline error recovery
/// strategy. It is called by
/// <see cref="RecoverInline(Parser)"/>
/// if the single-token
/// deletion strategy fails to recover from the mismatched input. If this
/// method returns
/// <see langword="true"/>
/// ,
/// <paramref name="recognizer"/>
/// will be in error recovery
/// mode.
/// <p>This method determines whether or not single-token insertion is viable by
/// checking if the
/// <c>LA(1)</c>
/// input symbol could be successfully matched
/// if it were instead the
/// <c>LA(2)</c>
/// symbol. If this method returns
/// <see langword="true"/>
/// , the caller is responsible for creating and inserting a
/// token with the correct type to produce this behavior.</p>
/// </remarks>
/// <param name="recognizer">the parser instance</param>
/// <returns>
///
/// <see langword="true"/>
/// if single-token insertion is a viable recovery
/// strategy for the current mismatched input, otherwise
/// <see langword="false"/>
/// </returns>
protected internal virtual bool SingleTokenInsertion(Parser recognizer)
{
int currentSymbolType = ((ITokenStream)recognizer.InputStream).La(1);
// if current token is consistent with what could come after current
// ATN state, then we know we're missing a token; error recovery
// is free to conjure up and insert the missing token
ATNState currentState = recognizer.Interpreter.atn.states[recognizer.State];
ATNState next = currentState.Transition(0).target;
ATN atn = recognizer.Interpreter.atn;
IntervalSet expectingAtLL2 = atn.NextTokens(next, PredictionContext.FromRuleContext(atn, recognizer.RuleContext));
// System.out.println("LT(2) set="+expectingAtLL2.toString(recognizer.getTokenNames()));
if (expectingAtLL2.Contains(currentSymbolType))
{
ReportMissingToken(recognizer);
return(true);
}
return(false);
}
public void Test_axdollar_adollar_fullctx()
{
PredictionContext x = X(true);
PredictionContext a1 = CreateSingleton(x, 1);
PredictionContext a2 = A(true);
PredictionContext r = _contextCache.Join(a1, a2);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[label=\"0\"];" + Environment.NewLine +
" s1[shape=record, label=\"<p0>|<p1>$\"];" + Environment.NewLine +
" s2[label=\"$\"];" + Environment.NewLine +
" s0->s1[label=\"1\"];" + Environment.NewLine +
" s1:p0->s2[label=\"9\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public void Test_adollar_bx()
{
PredictionContext x2 = X(false);
PredictionContext a = A(false);
PredictionContext b = CreateSingleton(x2, 2);
PredictionContext r = _contextCache.Join(a, b);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[shape=record, label=\"<p0>|<p1>\"];" + Environment.NewLine +
" s2[label=\"2\"];" + Environment.NewLine +
" s1[label=\"*\"];" + Environment.NewLine +
" s0:p0->s1[label=\"1\"];" + Environment.NewLine +
" s0:p1->s2[label=\"2\"];" + Environment.NewLine +
" s2->s1[label=\"9\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public void Test_aadollar_adollar_dollar_fullCtx()
{
PredictionContext empty = PredictionContext.EmptyFull;
PredictionContext child1 = CreateSingleton(empty, 8);
PredictionContext right = _contextCache.Join(empty, child1);
PredictionContext left = CreateSingleton(right, 8);
PredictionContext merged = _contextCache.Join(left, right);
String actual = ToDotString(merged);
Console.WriteLine(actual);
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[shape=record, label=\"<p0>|<p1>$\"];" + Environment.NewLine +
" s1[shape=record, label=\"<p0>|<p1>$\"];" + Environment.NewLine +
" s2[label=\"$\"];" + Environment.NewLine +
" s0:p0->s1[label=\"8\"];" + Environment.NewLine +
" s1:p0->s2[label=\"8\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, actual);
}
public void Test_Aac_Ab()
{ // a,c + b
PredictionContext a = A(false);
PredictionContext b = B(false);
PredictionContext c = C(false);
PredictionContext A1 = Array(a, c);
PredictionContext A2 = Array(b);
PredictionContext r = _contextCache.Join(A1, A2);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[shape=record, label=\"<p0>|<p1>|<p2>\"];" + Environment.NewLine +
" s1[label=\"*\"];" + Environment.NewLine +
" s0:p0->s1[label=\"1\"];" + Environment.NewLine +
" s0:p1->s1[label=\"2\"];" + Environment.NewLine +
" s0:p2->s1[label=\"3\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public void Test_Aax_Aay()
{ // ax + ay -> merged singleton a, array parent
PredictionContext a1 = CreateSingleton(X(false), 1);
PredictionContext a2 = CreateSingleton(Y(false), 1);
PredictionContext A1 = Array(a1);
PredictionContext A2 = Array(a2);
PredictionContext r = _contextCache.Join(A1, A2);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[label=\"0\"];" + Environment.NewLine +
" s1[shape=record, label=\"<p0>|<p1>\"];" + Environment.NewLine +
" s2[label=\"*\"];" + Environment.NewLine +
" s0->s1[label=\"1\"];" + Environment.NewLine +
" s1:p0->s2[label=\"9\"];" + Environment.NewLine +
" s1:p1->s2[label=\"10\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public void VerifyUsingFallbackPredictor(string userInput)
{
var predictionContext = PredictionContext.Create(userInput);
var commandAst = predictionContext.RelatedAsts.OfType <CommandAst>().LastOrDefault();
var commandName = (commandAst?.CommandElements?.FirstOrDefault() as StringConstantExpressionAst)?.Value;
var inputParameterSet = new ParameterSet(commandAst, _azContext);
var rawUserInput = predictionContext.InputAst.Extent.Text;
var presentCommands = new Dictionary <string, int>();
var expected = this._fallbackPredictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
1,
1,
CancellationToken.None);
var actual = this._service.GetSuggestion(predictionContext, 1, 1, CancellationToken.None);
Assert.NotNull(actual);
Assert.True(actual.Count > 0);
Assert.NotNull(actual.PredictiveSuggestions.First());
Assert.NotNull(actual.PredictiveSuggestions.First().SuggestionText);
Assert.Equal(expected.Count, actual.Count);
Assert.Equal <PredictiveSuggestion>(expected.PredictiveSuggestions, actual.PredictiveSuggestions, new PredictiveSuggestionComparer());
Assert.Equal <string>(expected.SourceTexts, actual.SourceTexts);
Assert.All <SuggestionSource>(actual.SuggestionSources, (source) => Assert.Equal(SuggestionSource.StaticCommands, source));
actual = this._noCommandBasedPredictorService.GetSuggestion(predictionContext, 1, 1, CancellationToken.None);
Assert.NotNull(actual);
Assert.True(actual.Count > 0);
Assert.NotNull(actual.PredictiveSuggestions.First());
Assert.NotNull(actual.PredictiveSuggestions.First().SuggestionText);
Assert.Equal(expected.Count, actual.Count);
Assert.Equal <PredictiveSuggestion>(expected.PredictiveSuggestions, actual.PredictiveSuggestions, new PredictiveSuggestionComparer());
Assert.Equal <string>(expected.SourceTexts, actual.SourceTexts);
Assert.All <SuggestionSource>(actual.SuggestionSources, (source) => Assert.Equal(SuggestionSource.StaticCommands, source));
}
public void VerifyPredictionForCommandAndTwoPositionalParameters()
{
var predictionContext = PredictionContext.Create("Get-AzStorageAccount test test"); // Two positional parameters with the same value.
var commandAst = predictionContext.InputAst.FindAll(p => p is CommandAst, true).LastOrDefault() as CommandAst;
var commandName = (commandAst?.CommandElements?.FirstOrDefault() as StringConstantExpressionAst)?.Value;
var inputParameterSet = new ParameterSet(commandAst, _azContext);
var rawUserInput = predictionContext.InputAst.Extent.Text;
var presentCommands = new Dictionary <string, int>();
var result = this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
3,
1,
CancellationToken.None);
var expected = new PredictiveSuggestion[]
{
new PredictiveSuggestion("Get-AzStorageAccount test test -DefaultProfile {IAzureContextContainer}"),
new PredictiveSuggestion("Get-AzStorageAccount test test -IncludeGeoReplicationStats"),
};
Assert.Equal(expected.Select(e => e.SuggestionText), result.PredictiveSuggestions.Select(r => r.SuggestionText));
}
public void Test_Aax_Aby()
{ // ax + by but in arrays
PredictionContext a = CreateSingleton(X(false), 1);
PredictionContext b = CreateSingleton(Y(false), 2);
PredictionContext A1 = Array(a);
PredictionContext A2 = Array(b);
PredictionContext r = _contextCache.Join(A1, A2);
Console.WriteLine(ToDotString(r));
String expecting =
"digraph G {" + Environment.NewLine +
"rankdir=LR;" + Environment.NewLine +
" s0[shape=record, label=\"<p0>|<p1>\"];" + Environment.NewLine +
" s2[label=\"2\"];" + Environment.NewLine +
" s3[label=\"*\"];" + Environment.NewLine +
" s1[label=\"1\"];" + Environment.NewLine +
" s0:p0->s1[label=\"1\"];" + Environment.NewLine +
" s0:p1->s2[label=\"2\"];" + Environment.NewLine +
" s2->s3[label=\"10\"];" + Environment.NewLine +
" s1->s3[label=\"9\"];" + Environment.NewLine +
"}" + Environment.NewLine;
Assert.AreEqual(expecting, ToDotString(r));
}
public PredictionsController(PredictionContext context)
{
_context = context;
}
protected internal override PredictionContext AddEmptyContext()
{
PredictionContext[] parents = new PredictionContext[] { parent, EmptyFull };
int[] returnStates = new int[] { returnState, EmptyFullStateKey };
return new ArrayPredictionContext(parents, returnStates);
}
protected internal ActionATNConfig(LexerActionExecutor lexerActionExecutor, ATNConfig c, ATNState state, PredictionContext context, bool passedThroughNonGreedyDecision)
: base(c, state, context)
{
if (c.SemanticContext != SemanticContext.None)
{
throw new NotSupportedException();
}
this.lexerActionExecutor = lexerActionExecutor;
this.passedThroughNonGreedyDecision = passedThroughNonGreedyDecision;
}
public virtual IntervalSet NextTokens(ATNState s, PredictionContext ctx)
{
Args.NotNull("ctx", ctx);
LL1Analyzer anal = new LL1Analyzer(this);
IntervalSet next = anal.Look(s, ctx);
return next;
}
public RandomPredictionController(PredictionContext context)
{
_context = context;
}
public PredictionContext CreateSingleton(PredictionContext parent, int payload)
{
PredictionContext a = _contextCache.GetChild(parent, payload);
return(a);
}
public void VerifyParameterValues()
{
var predictionContext = PredictionContext.Create("Get-AzContext");
var commandAst = predictionContext.InputAst.FindAll(p => p is CommandAst, true).LastOrDefault() as CommandAst;
var commandName = (commandAst?.CommandElements?.FirstOrDefault() as StringConstantExpressionAst)?.Value;
var inputParameterSet = new ParameterSet(commandAst, _azContext);
var rawUserInput = predictionContext.InputAst.Extent.Text;
var presentCommands = new Dictionary <string, int>();
Action actual = () => this._predictor.GetSuggestion(null,
inputParameterSet,
rawUserInput,
presentCommands,
1,
1,
CancellationToken.None);
Assert.Throws <ArgumentException>(actual);
actual = () => this._predictor.GetSuggestion(commandName,
null,
rawUserInput,
presentCommands,
1,
1,
CancellationToken.None);
Assert.Throws <ArgumentNullException>(actual);
actual = () => this._predictor.GetSuggestion(commandName,
inputParameterSet,
null,
presentCommands,
1,
1,
CancellationToken.None);
Assert.Throws <ArgumentException>(actual);
actual = () => this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
null,
1,
1,
CancellationToken.None);
Assert.Throws <ArgumentNullException>(actual);
actual = () => this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
0,
1,
CancellationToken.None);
Assert.Throws <ArgumentOutOfRangeException>(actual);
actual = () => this._predictor.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
1,
0,
CancellationToken.None);
Assert.Throws <ArgumentOutOfRangeException>(actual);
}
public virtual IntervalSet Look(ATNState s, PredictionContext ctx)
{
return Look(s, s.atn.ruleToStopState[s.ruleIndex], ctx);
}
public PredictionContext Get(PredictionContext ctx)
{
return cache.Get(ctx);
}
public virtual IntervalSet Look(ATNState s, PredictionContext ctx)
{
return Look(s, null, ctx);
}
public override string[] ToStrings(IRecognizer recognizer, PredictionContext stop, int currentState)
{
return new string[] { "[]" };
}
public void VerifyFailToParseUserInput(string userInput)
{
var predictionContext = PredictionContext.Create(userInput);
Assert.Throws <CommandLineException>(() => _service.GetSuggestion(predictionContext, 1, 1, CancellationToken.None));
}
public ActionSemanticContextATNConfig(LexerActionExecutor lexerActionExecutor, SemanticContext semanticContext, ATNConfig c, ATNState state, PredictionContext context, bool passedThroughNonGreedyDecision)
: base(semanticContext, c, state, context)
{
this.lexerActionExecutor = lexerActionExecutor;
this.passedThroughNonGreedyDecision = passedThroughNonGreedyDecision;
}
private static String ToDotString(PredictionContext context)
{
StringBuilder nodes = new StringBuilder();
StringBuilder edges = new StringBuilder();
IDictionary <PredictionContext, PredictionContext> visited = new IdentityHashMap <PredictionContext, PredictionContext>();
IDictionary <PredictionContext, int> contextIds = new IdentityHashMap <PredictionContext, int>();
Stack <PredictionContext> workList = new Stack <PredictionContext>();
visited[context] = context;
contextIds[context] = contextIds.Count;
workList.Push(context);
while (workList.Count > 0)
{
PredictionContext current = workList.Pop();
nodes.Append(" s").Append(contextIds[current]).Append('[');
if (current.Size > 1)
{
nodes.Append("shape=record, ");
}
nodes.Append("label=\"");
if (current.IsEmpty)
{
nodes.Append(PredictionContext.IsEmptyLocal(current) ? '*' : '$');
}
else if (current.Size > 1)
{
for (int i = 0; i < current.Size; i++)
{
if (i > 0)
{
nodes.Append('|');
}
nodes.Append("<p").Append(i).Append('>');
if (current.GetReturnState(i) == PredictionContext.EmptyFullStateKey)
{
nodes.Append('$');
}
else if (current.GetReturnState(i) == PredictionContext.EmptyLocalStateKey)
{
nodes.Append('*');
}
}
}
else
{
nodes.Append(contextIds[current]);
}
nodes.AppendLine("\"];");
for (int i = 0; i < current.Size; i++)
{
if (current.GetReturnState(i) == PredictionContext.EmptyFullStateKey ||
current.GetReturnState(i) == PredictionContext.EmptyLocalStateKey)
{
continue;
}
if (!visited.ContainsKey(current.GetParent(i)))
{
visited[current.GetParent(i)] = current.GetParent(i);
contextIds[current.GetParent(i)] = contextIds.Count;
workList.Push(current.GetParent(i));
}
edges.Append(" s").Append(contextIds[current]);
if (current.Size > 1)
{
edges.Append(":p").Append(i);
}
edges.Append("->");
edges.Append('s').Append(contextIds[current.GetParent(i)]);
edges.Append("[label=\"").Append(current.GetReturnState(i)).Append("\"]");
edges.AppendLine(";");
}
}
StringBuilder builder = new StringBuilder();
builder.AppendLine("digraph G {");
builder.AppendLine("rankdir=LR;");
builder.Append(nodes);
builder.Append(edges);
builder.AppendLine("}");
return(builder.ToString());
}
public override PredictionContext AppendContext(PredictionContext suffix, PredictionContextCache contextCache)
{
return AppendContext(this, suffix, new PredictionContext.IdentityHashMap());
}
public virtual PredictionContext GetCachedContext(PredictionContext context)
{
return PredictionContext.GetCachedContext(context, contextCache, new PredictionContext.IdentityHashMap());
}
public PredictionContextAndInt(PredictionContext obj, int value)
{
this.obj = obj;
this.value = value;
}
/// <summary>
/// Compute set of tokens that can follow
/// <code>s</code>
/// in the ATN in the
/// specified
/// <code>ctx</code>
/// .
/// <p/>
/// If
/// <code>ctx</code>
/// is
/// <see cref="PredictionContext.EmptyLocal">PredictionContext.EmptyLocal</see>
/// and
/// <code>stopState</code>
/// or the end of the rule containing
/// <code>s</code>
/// is reached,
/// <see cref="TokenConstants.Epsilon"/>
/// is added to the result set. If
/// <code>ctx</code>
/// is not
/// <see cref="PredictionContext.EmptyLocal">PredictionContext.EmptyLocal</see>
/// and
/// <code>addEOF</code>
/// is
/// <code>true</code>
/// and
/// <code>stopState</code>
/// or the end of the outermost rule is reached,
/// <see cref="TokenConstants.Eof"/>
/// is added to the result set.
/// </summary>
/// <param name="s">the ATN state.</param>
/// <param name="stopState">
/// the ATN state to stop at. This can be a
/// <see cref="BlockEndState">BlockEndState</see>
/// to detect epsilon paths through a closure.
/// </param>
/// <param name="ctx">
/// The outer context, or
/// <see cref="PredictionContext.EmptyLocal">PredictionContext.EmptyLocal</see>
/// if
/// the outer context should not be used.
/// </param>
/// <param name="look">The result lookahead set.</param>
/// <param name="lookBusy">
/// A set used for preventing epsilon closures in the ATN
/// from causing a stack overflow. Outside code should pass
/// <code>new HashSet<ATNConfig></code>
/// for this argument.
/// </param>
/// <param name="calledRuleStack">
/// A set used for preventing left recursion in the
/// ATN from causing a stack overflow. Outside code should pass
/// <code>new BitSet()</code>
/// for this argument.
/// </param>
/// <param name="seeThruPreds">
///
/// <code>true</code>
/// to true semantic predicates as
/// implicitly
/// <code>true</code>
/// and "see through them", otherwise
/// <code>false</code>
/// to treat semantic predicates as opaque and add
/// <see cref="HitPred">HitPred</see>
/// to the
/// result if one is encountered.
/// </param>
/// <param name="addEOF">
/// Add
/// <see cref="TokenConstants.Eof"/>
/// to the result if the end of the
/// outermost context is reached. This parameter has no effect if
/// <code>ctx</code>
/// is
/// <see cref="PredictionContext.EmptyLocal">PredictionContext.EmptyLocal</see>
/// .
/// </param>
protected internal virtual void Look(ATNState s, ATNState stopState, PredictionContext
ctx, IntervalSet look, HashSet<ATNConfig> lookBusy, BitSet calledRuleStack,
bool seeThruPreds, bool addEOF)
{
// System.out.println("_LOOK("+s.stateNumber+", ctx="+ctx);
ATNConfig c = ATNConfig.Create(s, 0, ctx);
if (!lookBusy.Add(c))
{
return;
}
if (s == stopState)
{
if (PredictionContext.IsEmptyLocal(ctx))
{
look.Add(TokenConstants.Epsilon);
return;
}
else
{
if (ctx.IsEmpty && addEOF)
{
look.Add(TokenConstants.Eof);
return;
}
}
}
if (s is RuleStopState)
{
if (PredictionContext.IsEmptyLocal(ctx))
{
look.Add(TokenConstants.Epsilon);
return;
}
else
{
if (ctx.IsEmpty && addEOF)
{
look.Add(TokenConstants.Eof);
return;
}
}
for (int i = 0; i < ctx.Size; i++)
{
if (ctx.GetReturnState(i) != PredictionContext.EmptyFullStateKey)
{
ATNState returnState = atn.states[ctx.GetReturnState(i)];
// System.out.println("popping back to "+retState);
for (int j = 0; j < ctx.Size; j++)
{
bool removed = calledRuleStack.Get(returnState.ruleIndex);
try
{
calledRuleStack.Clear(returnState.ruleIndex);
Look(returnState, stopState, ctx.GetParent(j), look, lookBusy, calledRuleStack, seeThruPreds
, addEOF);
}
finally
{
if (removed)
{
calledRuleStack.Set(returnState.ruleIndex);
}
}
}
return;
}
}
}
int n = s.NumberOfTransitions;
for (int i_1 = 0; i_1 < n; i_1++)
{
Transition t = s.Transition(i_1);
if (t.GetType() == typeof(RuleTransition))
{
if (calledRuleStack.Get(((RuleTransition)t).target.ruleIndex))
{
continue;
}
PredictionContext newContext = ctx.GetChild(((RuleTransition)t).followState.stateNumber
);
try
{
calledRuleStack.Set(((RuleTransition)t).target.ruleIndex);
Look(t.target, stopState, newContext, look, lookBusy, calledRuleStack, seeThruPreds
, addEOF);
}
finally
{
calledRuleStack.Clear(((RuleTransition)t).target.ruleIndex);
}
}
else
{
if (t is AbstractPredicateTransition)
{
if (seeThruPreds)
{
Look(t.target, stopState, ctx, look, lookBusy, calledRuleStack, seeThruPreds, addEOF
);
}
else
{
look.Add(HitPred);
}
}
else
{
if (t.IsEpsilon)
{
Look(t.target, stopState, ctx, look, lookBusy, calledRuleStack, seeThruPreds, addEOF
);
}
else
{
if (t.GetType() == typeof(WildcardTransition))
{
look.AddAll(IntervalSet.Of(TokenConstants.MinUserTokenType, atn.maxTokenType));
}
else
{
// System.out.println("adding "+ t);
IntervalSet set = t.Label;
if (set != null)
{
if (t is NotSetTransition)
{
set = set.Complement(IntervalSet.Of(TokenConstants.MinUserTokenType, atn.maxTokenType
));
}
look.AddAll(set);
}
}
}
}
}
}
}
public override PredictionContext AppendContext(PredictionContext suffix, PredictionContextCache
contextCache)
{
return suffix;
}
/// <inheritdoc/>
/// <remarks>
/// Tries to get the suggestions for the user input from the command history. If that doesn't find
/// <paramref name="suggestionCount"/> suggestions, it'll fallback to find the suggestion regardless of command history.
/// </remarks>
public CommandLineSuggestion GetSuggestion(PredictionContext context, int suggestionCount, int maxAllowedCommandDuplicate, CancellationToken cancellationToken)
{
Validation.CheckArgument(context, $"{nameof(context)} cannot be null");
Validation.CheckArgument <ArgumentOutOfRangeException>(suggestionCount > 0, $"{nameof(suggestionCount)} must be larger than 0.");
Validation.CheckArgument <ArgumentOutOfRangeException>(maxAllowedCommandDuplicate > 0, $"{nameof(maxAllowedCommandDuplicate)} must be larger than 0.");
var relatedAsts = context.RelatedAsts;
CommandAst commandAst = null;
for (var i = relatedAsts.Count - 1; i >= 0; --i)
{
if (relatedAsts[i] is CommandAst c)
{
commandAst = c;
break;
}
}
var commandName = commandAst?.GetCommandName();
if (string.IsNullOrWhiteSpace(commandName))
{
return(null);
}
ParameterSet inputParameterSet = null;
try
{
inputParameterSet = new ParameterSet(commandAst);
}
catch when(!IsSupportedCommand(commandName))
{
// We only ignore the exception when the command name is not supported.
// For the supported ones, this most likely happens when positional parameters are used.
// We want to collect the telemetry about the exception how common a positional parameter is used.
return(null);
}
var rawUserInput = context.InputAst.ToString();
var presentCommands = new Dictionary <string, int>();
var commandBasedPredictor = _commandBasedPredictor;
var commandToRequestPrediction = _commandToRequestPrediction;
var result = commandBasedPredictor?.Item2?.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
suggestionCount,
maxAllowedCommandDuplicate,
cancellationToken);
if ((result != null) && (result.Count > 0))
{
var suggestionSource = SuggestionSource.PreviousCommand;
if (string.Equals(commandToRequestPrediction, commandBasedPredictor?.Item1, StringComparison.Ordinal))
{
suggestionSource = SuggestionSource.CurrentCommand;
}
for (var i = 0; i < result.Count; ++i)
{
result.UpdateSuggestionSource(i, suggestionSource);
}
}
if ((result == null) || (result.Count < suggestionCount))
{
var fallbackPredictor = _fallbackPredictor;
var suggestionCountToRequest = (result == null) ? suggestionCount : suggestionCount - result.Count;
var resultsFromFallback = fallbackPredictor?.GetSuggestion(commandName,
inputParameterSet,
rawUserInput,
presentCommands,
suggestionCountToRequest,
maxAllowedCommandDuplicate,
cancellationToken);
if ((result == null) && (resultsFromFallback != null))
{
result = resultsFromFallback;
for (var i = 0; i < result.Count; ++i)
{
result.UpdateSuggestionSource(i, SuggestionSource.StaticCommands);
}
}
else if ((resultsFromFallback != null) && (resultsFromFallback.Count > 0))
{
for (var i = 0; i < resultsFromFallback.Count; ++i)
{
if (result.SourceTexts.Contains(resultsFromFallback.SourceTexts[i]))
{
continue;
}
result.AddSuggestion(resultsFromFallback.PredictiveSuggestions[i], resultsFromFallback.SourceTexts[i], SuggestionSource.StaticCommands);
}
}
}
return(result);
}
public override IToken RecoverInline(Parser recognizer)
{
if (recognizer is ICodeCompletionParser &&
((ITokenStream)recognizer.InputStream).Lt(1) is ICaretToken)
{
ICodeCompletionParser parser = (ICodeCompletionParser)recognizer;
ICaretToken token = (ICaretToken)((ITokenStream)recognizer.InputStream).Lt(1);
CompletionParserATNSimulator interp = parser.Interpreter;
int stateNumber = recognizer.State;
ATNState state = interp.atn.states[stateNumber];
PredictionContext context = PredictionContext.FromRuleContext(interp.atn, recognizer.Context, false);
ATNConfigSet intermediate = new ATNConfigSet();
ATNConfigSet closure = new ATNConfigSet();
for (int i = 0; i < state.NumberOfTransitions; i++)
{
Transition transition = state.Transition(i);
if (transition.IsEpsilon)
{
ATNState target = transition.target;
ATNConfig config = ATNConfig.Create(target, i + 1, context);
intermediate.Add(config);
}
}
bool collectPredicates = false;
bool hasMoreContext = true;
interp.ClosureHelper(intermediate, closure, collectPredicates, hasMoreContext, PredictionContextCache.Uncached, false);
if (!state.OnlyHasEpsilonTransitions)
{
for (int i = 0; i < state.NumberOfTransitions; i++)
{
closure.Add(ATNConfig.Create(state, i + 1, PredictionContext.FromRuleContext(interp.atn, recognizer.Context)));
}
}
Dictionary <ATNConfig, IList <Transition> > transitions = null;
int ncl = closure.Count;
// TODO: foreach
for (int ci = 0; ci < ncl; ci++)
{
ATNConfig c = closure[ci];
List <Transition> configTransitions = null;
int n = c.State.NumberOfTransitions;
for (int ti = 0; ti < n; ti++)
{ // for each transition
Transition trans = c.State.Transition(ti);
ATNState target = interp.GetReachableTargetHelper(c, trans, CaretToken.CaretTokenType);
if (target != null)
{
if (transitions == null)
{
transitions = new Dictionary <ATNConfig, IList <Transition> >();
}
if (configTransitions == null)
{
configTransitions = new List <Transition>();
transitions[c] = configTransitions;
}
configTransitions.Add(trans);
}
}
}
/*
* This should be null if the intended token is not "wordlike", and
* should be a single transition from the current state.
*/
if (transitions != null)
{
Debug.Assert(transitions.Count == 1);
Debug.Assert(transitions.Values.First().Count == 1);
Debug.Assert(state.NumberOfTransitions == 1);
Debug.Assert(transitions.Values.First()[0] == state.Transition(0));
}
throw new CaretReachedException(parser.Context, token, transitions, null);
}
return(base.RecoverInline(recognizer));
}
public override PredictionContext AppendContext(PredictionContext suffix, PredictionContextCache
contextCache)
{
return contextCache.GetChild(parent.AppendContext(suffix, contextCache), returnState
);
}
public virtual IntervalSet Look(ATNState s, ATNState stopState, PredictionContext
ctx)
{
IntervalSet r = new IntervalSet();
bool seeThruPreds = true;
// ignore preds; get all lookahead
Look(s, stopState, ctx, r, new HashSet<ATNConfig>(), new BitSet(), seeThruPreds,
true);
return r;
}
private static PredictionContext AppendContext(PredictionContext context, PredictionContext suffix, PredictionContext.IdentityHashMap visited)
{
if (suffix.IsEmpty)
{
if (IsEmptyLocal(suffix))
{
if (context.HasEmpty)
{
return EmptyLocal;
}
throw new NotSupportedException("what to do here?");
}
return context;
}
if (suffix.Size != 1)
{
throw new NotSupportedException("Appending a tree suffix is not yet supported.");
}
PredictionContext result;
if (!visited.TryGetValue(context, out result))
{
if (context.IsEmpty)
{
result = suffix;
}
else
{
int parentCount = context.Size;
if (context.HasEmpty)
{
parentCount--;
}
PredictionContext[] updatedParents = new PredictionContext[parentCount];
int[] updatedReturnStates = new int[parentCount];
for (int i = 0; i < parentCount; i++)
{
updatedReturnStates[i] = context.GetReturnState(i);
}
for (int i_1 = 0; i_1 < parentCount; i_1++)
{
updatedParents[i_1] = AppendContext(context.GetParent(i_1), suffix, visited);
}
if (updatedParents.Length == 1)
{
result = new SingletonPredictionContext(updatedParents[0], updatedReturnStates[0]);
}
else
{
System.Diagnostics.Debug.Assert(updatedParents.Length > 1);
result = new Antlr4.Runtime.Atn.ArrayPredictionContext(updatedParents, updatedReturnStates);
}
if (context.HasEmpty)
{
result = PredictionContext.Join(result, suffix);
}
}
visited[context] = result;
}
return result;
}
public IdentityCommutativePredictionContextOperands(PredictionContext x, PredictionContext y)
{
this.x = x;
this.y = y;
}