Author SHA1 Message Date
gloecknerni100842 31a8aaf1c6 Ergänzung "prepareNeuralNetworkFile" 2025-11-03 15:26:25 +01:00
gloecknerni100842 0411787b38 neuer Branch 2025-11-03 14:18:01 +01:00
urbanjo98912 2f6a3a4391 fix Speicherfreigabe im Fehlerfall 2025-11-02 22:45:32 +01:00
urbanjo98912 e60586a42b fix InputTest 2025-11-02 22:36:55 +01:00
urbanjo98912 7dd22e8319 readImages fix 2025-11-02 22:08:21 +01:00
urbanjo98912 e4d2215465 clearSeries completed 2025-11-02 22:01:01 +01:00
urbanjo98912 c58801f245 readImages completed 2025-11-02 21:11:56 +01:00
urbanjo98912 12fd42ce7d matrix.c & matrix.h completed 2025-10-29 22:01:22 +01:00
urbanjo98912 d479ed4000 Merge branch 'timo' 2025-10-27 15:09:28 +01:00
urbanjo98912 a70da6d7ca delete folder 2025-10-27 15:06:42 +01:00
gloecknerni100842 8766aa4a3c KI vom feinsten 2025-10-27 15:01:30 +01:00
hertelti100229 695f0c087c Code sichten 2025-10-14 18:43:23 +02:00
86 changed files with 40354 additions and 2 deletions

No files matched your search

+2
View File
@@ -0,0 +1,2 @@
<?xml version="1.0" encoding="UTF-8"?>
<module classpath="CIDR" type="CPP_MODULE" version="4" />
+344
View File
@@ -0,0 +1,344 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="BackendCodeEditorSettings">
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CDeclarationWithImplicitIntType/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CommentTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=ConstevalIfIsAlwaysConstant/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractClassWithoutSpecifier/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractFinalClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractVirtualFunctionCallInCtor/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAccessSpecifierWithNoDeclarations/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAwaiterTypeIsNotClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBooleanIncrementExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatBadCode/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatLegacyCode/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatMixedArgs/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatTooFewArgs/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatTooManyArgs/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCStyleCast/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCVQualifierCanNotBeAppliedToReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassCanBeFinal/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassIsIncomplete/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassNeedsConstructorBecauseOfUninitializedMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCompileTimeConstantCanBeReplacedWithBooleanConstant/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConceptNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConditionalExpressionCanBeSimplified/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConstParameterInDeclaration/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConstValueFunctionReturnType/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCoroutineCallResolveError/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAArrayIndexOutOfBounds/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAConstantConditions/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAConstantFunctionResult/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAConstantParameter/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFADeletedPointer/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAEndlessLoop/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAInfiniteRecursion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAInvalidatedMemory/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFALocalValueEscapesFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFALocalValueEscapesScope/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFALoopConditionNotUpdated/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAMemoryLeak/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFANotInitializedField/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFANullDereference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFATimeOver/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnreachableCode/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnreachableFunctionCall/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnreadVariable/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnusedValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationHidesLocal/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationHidesUncapturedLocal/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationSpecifierWithoutDeclarators/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorDisambiguatedAsFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorUsedBeforeInitialization/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultCaseNotHandledInSwitchStatement/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultInitializationWithNoUserConstructor/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultIsUsedAsIdentifier/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultedSpecialMemberFunctionIsImplicitlyDeleted/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeletingVoidPointer/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDependentTemplateWithoutTemplateKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDependentTypeWithoutTypenameKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeprecatedEntity/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeprecatedOverridenMethod/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeprecatedRegisterStorageClassSpecifier/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDereferenceOperatorLimitExceeded/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDiscardedPostfixOperatorResult/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDoxygenSyntaxError/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDoxygenUndocumentedParameter/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDoxygenUnresolvedReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEmptyDeclaration/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceCVQualifiersOrder/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceCVQualifiersPlacement/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceDoStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceForStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceFunctionDeclarationStyle/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceIfStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceNestedNamespacesStyle/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceOverridingDestructorStyle/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceOverridingFunctionStyle/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceTypeAliasCodeStyle/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceWhileStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEntityAssignedButNoRead/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEntityUsedOnlyInUnevaluatedContext/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnumeratorNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEqualOperandsInBinaryExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEvaluationFailure/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppExplicitSpecializationInNonNamespaceScope/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppExpressionWithoutSideEffects/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFinalFunctionInFinalClass/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFinalNonOverridingVirtualFunction/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppForLoopCanBeReplacedWithWhile/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppForwardEnumDeclarationWithoutUnderlyingType/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionDoesntReturnValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionIsNotImplemented/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionResultShouldBeUsed/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionalStyleCast/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHeaderHasBeenAlreadyIncluded/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHiddenFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHidingFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIdenticalOperandsInBinaryExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIfCanBeReplacedByConstexprIf/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppImplicitDefaultConstructorNotAvailable/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIncompatiblePointerConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIncompleteSwitchStatement/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppInconsistentNaming/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIntegralToPointerConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppInvalidLineContinuation/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppJoinDeclarationAndAssignment/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLambdaCaptureNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableMayBeConst/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableMightNotBeInitialized/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableWithNonTrivialDtorIsNeverUsed/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLongFloat/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberFunctionMayBeConst/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberFunctionMayBeStatic/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberInitializersOrder/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMismatchedClassTags/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMissingIncludeGuard/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMissingKeywordThrow/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtAddressOfClassRValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtBindingRValueToLvalueReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtCopyElisionInCopyInitDeclarator/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtDoubleUserConversionInCopyInit/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtNotInitializedStaticConstLocalVar/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtReinterpretCastFromNullptr/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMultiCharacterLiteral/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMultiCharacterWideLiteral/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMustBePublicVirtualToImplementInterface/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMutableSpecifierOnReferenceMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNoDiscardExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNodiscardFunctionWithoutReturnValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExceptionSafeResourceAcquisition/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExplicitConversionOperator/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExplicitConvertingConstructor/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonInlineFunctionDefinitionInHeaderFile/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonInlineVariableDefinitionInHeaderFile/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNotAllPathsReturnValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppObjectMemberMightNotBeInitialized/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppOutParameterMustBeWritten/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterMayBeConst/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterMayBeConstPtrOrRef/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterNamesMismatch/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterNeverUsed/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPassValueParameterByConstReference/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPointerConversionDropsQualifiers/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPointerToIntegralConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPolymorphicClassWithNonVirtualPublicDestructor/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyErroneousEmptyStatements/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyUninitializedMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyUnintendedObjectSlicing/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrecompiledHeaderIsNotIncluded/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrecompiledHeaderNotFound/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfBadFormat/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfExtraArg/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfMissedArg/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfRiskyFormat/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrivateSpecialMemberFunctionIsNotImplemented/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRangeBasedForIncompatibleReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedefinitionOfDefaultArgumentInOverrideFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantAccessSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantBaseClassAccessSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantBaseClassInitializer/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantBooleanExpressionArgument/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantCastExpression/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantComplexityInComparison/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantConditionalExpression/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantConstSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantControlFlowJump/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantDereferencingAndTakingAddress/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantElaboratedTypeSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantElseKeyword/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantElseKeywordInsideCompoundStatement/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantEmptyDeclaration/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantEmptyStatement/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantExportKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantFwdClassOrEnumSpecifier/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantInlineSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantLambdaParameterList/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantMemberInitializer/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantNamespaceDefinition/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantParentheses/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantQualifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantQualifierADL/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantStaticSpecifierOnMemberAllocationFunction/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantStaticSpecifierOnThreadLocalLocalVariable/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantTemplateArguments/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantTemplateKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantTypenameKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantVoidArgumentList/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantZeroInitializerInAggregateInitialization/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReinterpretCastFromVoidPtr/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRemoveRedundantBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReplaceMemsetWithZeroInitialization/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReplaceTieWithStructuredBinding/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReturnNoValueInNonVoidFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSmartPointerVsMakeFunction/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSomeObjectMembersMightNotBeInitialized/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSpecialFunctionWithoutNoexceptSpecification/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStaticAssertFailure/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStaticDataMemberInUnnamedStruct/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStaticSpecifierOnAnonymousNamespaceMember/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStringLiteralToCharPointerConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTabsAreDisallowed/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTemplateArgumentsCanBeDeduced/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTemplateParameterNeverUsed/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTemplateParameterShadowing/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppThrowExpressionCanBeReplacedWithRethrow/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTooWideScope/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTooWideScopeInitStatement/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTypeAliasNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUninitializedDependentBaseClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUninitializedNonStaticDataMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnionMemberOfReferenceType/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnmatchedPragmaEndRegionDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnmatchedPragmaRegionDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnnamedNamespaceInHeaderFile/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnnecessaryWhitespace/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnsignedZeroComparison/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnusedIncludeDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAlgorithmWithCount/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAssociativeContains/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAuto/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAutoForNumeric/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseElementsView/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseEraseAlgorithm/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseFamiliarTemplateSyntaxForGenericLambdas/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseRangeAlgorithm/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseStdSize/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseStructuredBinding/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseTypeTraitAlias/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUserDefinedLiteralSuffixDoesNotStartWithUnderscore/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUsingResultOfAssignmentAsCondition/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVariableCanBeMadeConstexpr/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVirtualFunctionCallInsideCtor/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVirtualFunctionInFinalClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVolatileParameterInDeclaration/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppWarningDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppWrongIncludesOrder/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppWrongSlashesInIncludeDirective/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppZeroConstantCanBeReplacedWithNullptr/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppZeroValuedExpressionUsedAsNullPointer/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=IdentifierTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=IfStdIsConstantEvaluatedCanBeReplaced/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StdIsConstantEvaluatedWillAlwaysEvaluateToConstant/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StringLiteralTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppClangFormat/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_ARGUMENT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_BINARY_EXPRESSIONS_CHAIN/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_CALLS_CHAIN/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXPRESSION/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXTENDS_LIST/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_FOR_STMT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_PARAMETER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_ARGUMENT/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_PARAMETER/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTIPLE_DECLARATION/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_TERNARY/@EntryValue" value="ALIGN_ALL" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ANONYMOUS_METHOD_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_CLASS_DEFINITION/@EntryValue" value="1" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_DECLARATIONS/@EntryValue" value="0" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DECLARATION/@EntryValue" value="1" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DEFINITION/@EntryValue" value="1" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BREAK_TEMPLATE_DECLARATION/@EntryValue" value="LINE_BREAK" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CASE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CONTINUOUS_LINE_INDENT/@EntryValue" value="Double" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/FREE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_ACCESS_SPECIFIERS_FROM_CLASS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CASE_FROM_SWITCH/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CLASS_MEMBERS_FROM_ACCESS_SPECIFIERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_COMMENT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_SIZE/@EntryValue" value="4" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_STYLE/@EntryValue" value="Space" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INITIALIZER_BRACES/@EntryValue" value="END_OF_LINE_NO_SPACE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INT_ALIGN_EQ/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INVOCABLE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_CODE/@EntryValue" value="2" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_DECLARATIONS/@EntryValue" value="2" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_USER_LINEBREAKS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/LINE_BREAK_AFTER_COLON_IN_MEMBER_INITIALIZER_LISTS/@EntryValue" value="ON_SINGLE_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/MEMBER_INITIALIZER_LIST_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_INDENTATION/@EntryValue" value="All" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/OTHER_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_CATCH_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_ELSE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_NAMESPACE_DEFINITIONS_ON_SAME_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_WHILE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SIMPLE_BLOCK_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_PARAMS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_COLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_SEMICOLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_METHOD/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_NESTED_DECLARATOR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_METHOD/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_UNARY_OPERATOR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_COLON/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_SEMICOLON/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_METHOD/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_METHOD/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BETWEEN_CLOSING_ANGLE_BRACKETS_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_ARRAY_ACCESS_BRACKETS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_DECLARATION_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_BLOCKS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_METHOD_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPECIAL_ELSE_IF_TREATMENT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TAB_WIDTH/@EntryValue" value="4" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TYPE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_BINARY_OPSIGN/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_ARGUMENTS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_TERNARY_OPSIGNS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_PARAMETERS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/EditorConfig/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
</component>
</project>
+8
View File
@@ -0,0 +1,8 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ProjectModuleManager">
<modules>
<module fileurl="file://$PROJECT_DIR$/.idea/I2_NeuronalerAbsturz.iml" filepath="$PROJECT_DIR$/.idea/I2_NeuronalerAbsturz.iml" />
</modules>
</component>
</project>
+6
View File
@@ -0,0 +1,6 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="VcsDirectoryMappings">
<mapping directory="$PROJECT_DIR$/.." vcs="Git" />
</component>
</project>
@@ -0,0 +1,22 @@
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include "imageInput.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_image_file_format__"
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
GrayScaleImageSeries *series = NULL;
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
}
@@ -0,0 +1,23 @@
#ifndef IMAGEINPUT_H
#define IMAGEINPUT_H
typedef unsigned char GrayScalePixelType;
typedef struct
{
GrayScalePixelType *buffer;
unsigned int width;
unsigned int height;
} GrayScaleImage;
typedef struct
{
GrayScaleImage *images;
unsigned char *labels;
unsigned int count;
} GrayScaleImageSeries;
GrayScaleImageSeries *readImages(const char *path);
void clearSeries(GrayScaleImageSeries *series);
#endif
@@ -0,0 +1,143 @@
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include "unity.h"
#include "imageInput.h"
static void prepareImageFile(const char *path, unsigned short int width, unsigned short int height, unsigned int short numberOfImages, unsigned char label)
{
FILE *file = fopen(path, "wb");
if(file != NULL)
{
const char *fileTag = "__info2_image_file_format__";
GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
if(zeroBuffer != NULL)
{
fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
fwrite(&width, sizeof(width), 1, file);
fwrite(&height, sizeof(height), 1, file);
for(int i = 0; i < numberOfImages; i++)
{
fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(&label, sizeof(unsigned char), 1, file);
}
free(zeroBuffer);
}
fclose(file);
}
}
void test_readImagesReturnsCorrectNumberOfImages(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedNumberOfImages = 2;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, expectedNumberOfImages, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_EQUAL_UINT16(expectedNumberOfImages, series->count);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectImageWidth(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedWidth = 10;
const char *path = "testFile.info2";
prepareImageFile(path, 8, expectedWidth, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[0].width);
TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[1].width);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectImageHeight(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedHeight = 10;
const char *path = "testFile.info2";
prepareImageFile(path, expectedHeight, 8, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[0].height);
TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[1].height);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectLabels(void)
{
const unsigned char expectedLabel = 15;
GrayScaleImageSeries *series = NULL;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, 2, expectedLabel);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->labels);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
for (int i = 0; i < 2; i++) {
TEST_ASSERT_EQUAL_UINT8(expectedLabel, series->labels[i]);
}
clearSeries(series);
remove(path);
}
void test_readImagesReturnsNullOnNotExistingPath(void)
{
const char *path = "testFile.txt";
remove(path);
TEST_ASSERT_NULL(readImages(path));
}
void test_readImagesFailsOnWrongFileTag(void)
{
const char *path = "testFile.info2";
FILE *file = fopen(path, "w");
if(file != NULL)
{
fprintf(file, "some_tag ");
fclose(file);
TEST_ASSERT_NULL(readImages(path));
}
remove(path);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("\n============================\nImage input tests\n============================\n");
RUN_TEST(test_readImagesReturnsCorrectNumberOfImages);
RUN_TEST(test_readImagesReturnsCorrectImageWidth);
RUN_TEST(test_readImagesReturnsCorrectImageHeight);
RUN_TEST(test_readImagesReturnsCorrectLabels);
RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
RUN_TEST(test_readImagesFailsOnWrongFileTag);
return UNITY_END();
}
Binary file not shown.
Binary file not shown.
+68
View File
@@ -0,0 +1,68 @@
#include <stdio.h>
#include <stdlib.h>
#include "imageInput.h"
#include "mnistVisualization.h"
#include "neuralNetwork.h"
int main(int argc, char *argv[])
{
const unsigned int windowWidth = 800;
const unsigned int windowHeight = 600;
int exitCode = EXIT_FAILURE;
if(argc == 3)
{
const char *pathToMnist = argv[1];
const char *pathToModel = argv[2];
GrayScaleImageSeries *series = readImages(pathToMnist);
if(series != NULL)
{
NeuralNetwork model = {NULL, 0};
printf("Loaded %u images ... \n", series->count);
model = loadModel(pathToModel);
if(model.numberOfLayers > 0)
{
unsigned char *predictions = NULL;
printf("Processing %u images ...\n", series->count);
predictions = predict(model, series->images, series->count);
if(predictions != NULL)
{
showMnist(windowWidth, windowHeight, series, predictions);
free(predictions);
exitCode = EXIT_SUCCESS;
}
else
{
fprintf(stderr, "Error while processing images ...\n");
exitCode = EXIT_FAILURE;
}
clearModel(&model);
}
else
{
fprintf(stderr, "Error while loading model from %s ...\n", pathToModel);
exitCode = EXIT_FAILURE;
}
}
else
{
fprintf(stderr, "Error while reading images from %s ...\n", pathToMnist);
exitCode = EXIT_FAILURE;
}
clearSeries(series);
}
else
{
fprintf(stderr, "Usage: %s <mnist file> <model file>\n", argv[0]);
exitCode = EXIT_FAILURE;
}
return exitCode;
}
+53
View File
@@ -0,0 +1,53 @@
CC = gcc
CFLAGS = -g -Wall
LDFLAGS = -lGL -lX11 -lm
BINARIES = ./linux
raylibfolder = ./raylib
unityfolder = ./unity
# --------------------------
# Initiales Programm bauen (zum ausprobieren)
# --------------------------
mnist_initial: $(BINARIES)/libmnist_complete.a
$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
# --------------------------
# Selbst implementiertes Programm bauen
# --------------------------
mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a ${LDFLAGS}
main.o: main.c
$(CC) -c $(CFLAGS) main.c
matrix.o: matrix.c
$(CC) -c $(CFLAGS) matrix.c
neuralNetwork.o: neuralNetwork.c
$(CC) -c $(CFLAGS) neuralNetwork.c
imageInput.o: imageInput.c
$(CC) -c $(CFLAGS) imageInput.c
mnistVisualization.o: mnistVisualization.c
$(CC) -c $(CFLAGS) -I$(raylibfolder) mnistVisualization.c
# --------------------------
# Unit Tests
# --------------------------
matrixTests: matrix.o matrixTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
imageInputTests: imageInput.o imageInputTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a
# --------------------------
# Clean
# --------------------------
clean:
rm -f *.o mnist runMatrixTests runNeuralNetworkTests runImageInputTests
+35
View File
@@ -0,0 +1,35 @@
#include <stdlib.h>
#include <string.h>
#include "matrix.h"
// TODO Matrix-Funktionen implementieren
Matrix createMatrix(unsigned int rows, unsigned int cols)
{
}
void clearMatrix(Matrix *matrix)
{
}
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
}
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
}
Matrix add(const Matrix matrix1, const Matrix matrix2)
{
}
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
}
+19
View File
@@ -0,0 +1,19 @@
#ifndef MATRIX_H
#define MATRIX_H
#define UNDEFINED_MATRIX_VALUE 0
typedef float MatrixType;
// TODO Matrixtyp definieren
Matrix createMatrix(unsigned int rows, unsigned int cols);
void clearMatrix(Matrix *matrix);
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
Matrix add(const Matrix matrix1, const Matrix matrix2);
Matrix multiply(const Matrix matrix1, const Matrix matrix2);
#endif
@@ -0,0 +1,170 @@
#include <stdio.h>
#include <stdlib.h>
#include "matrix.h"
#include "unity.h"
void test_createMatrixFailsOnZeroDimensions(void)
{
Matrix matrixToTest1 = createMatrix(0, 1);
Matrix matrixToTest2 = createMatrix(1, 0);
TEST_ASSERT_NULL(matrixToTest1.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.cols);
TEST_ASSERT_NULL(matrixToTest2.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.cols);
}
void test_createMatrixReturnsCorrectMatrixDimensions(void)
{
const unsigned int expectedRows = 15;
const unsigned int expectedCols = 10;
Matrix matrixToTest = createMatrix(expectedRows, expectedCols);
TEST_ASSERT_EQUAL_UINT32(expectedRows, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(expectedCols, matrixToTest.cols);
free(matrixToTest.buffer);
}
void test_clearMatrixSetsMembersToNull(void)
{
Matrix matrixToTest = createMatrix(10, 10);
clearMatrix(&matrixToTest);
TEST_ASSERT_NULL(matrixToTest.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
}
void test_addReturnsCorrectResult(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
Matrix result = add(matrix1, matrix2);
float expectedResults[] = {8, 10, 12, 14, 16, 18};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix2.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result.cols);
TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
free(result.buffer);
}
void test_addFailsOnDifferentInputDimensions(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=3, .cols=2, .buffer=buffer2};
Matrix result = add(matrix1, matrix2);
TEST_ASSERT_NULL(result.buffer);
TEST_ASSERT_EQUAL_UINT32(0, result.rows);
TEST_ASSERT_EQUAL_UINT32(0, result.cols);
}
void test_multiplyReturnsCorrectResults(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=3, .cols=4, .buffer=buffer2};
Matrix result = multiply(matrix1, matrix2);
float expectedResults[] = {74, 80, 86, 92, 173, 188, 203, 218};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
free(result.buffer);
}
void test_multiplyFailsOnWrongInputDimensions(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
Matrix result = multiply(matrix1, matrix2);
TEST_ASSERT_NULL(result.buffer);
TEST_ASSERT_EQUAL_UINT32(0, result.rows);
TEST_ASSERT_EQUAL_UINT32(0, result.cols);
}
void test_getMatrixAtReturnsCorrectResult(void)
{
MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
int expectedResult = buffer[4];
TEST_ASSERT_EQUAL_INT(expectedResult, getMatrixAt(matrixToTest, 1, 1));
}
void test_getMatrixAtFailsOnIndicesOutOfRange(void)
{
MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
TEST_ASSERT_EQUAL_INT(UNDEFINED_MATRIX_VALUE, getMatrixAt(matrixToTest, 2, 3));
}
void test_setMatrixAtSetsCorrectValue(void)
{
const int expectedResult = -1;
MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
Matrix matrixUnderTest = {.rows=2, .cols=3, .buffer=buffer};
setMatrixAt(expectedResult, matrixUnderTest, 1, 2);
TEST_ASSERT_EQUAL_INT(expectedResult, buffer[5]);
}
void test_setMatrixAtFailsOnIndicesOutOfRange(void)
{
const float expectedResults[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
setMatrixAt(-1, matrixToTest, 2, 3);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("============================\nMatrix tests\n============================\n");
RUN_TEST(test_createMatrixReturnsCorrectMatrixDimensions);
RUN_TEST(test_createMatrixFailsOnZeroDimensions);
RUN_TEST(test_clearMatrixSetsMembersToNull);
RUN_TEST(test_addReturnsCorrectResult);
RUN_TEST(test_addFailsOnDifferentInputDimensions);
RUN_TEST(test_multiplyReturnsCorrectResults);
RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
RUN_TEST(test_getMatrixAtReturnsCorrectResult);
RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_setMatrixAtSetsCorrectValue);
RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
return UNITY_END();
}
@@ -0,0 +1,173 @@
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include "mnistVisualization.h"
#include "raylib.h"
#define MAX_TEXT_LEN 100
typedef struct
{
Vector2 position;
const GrayScaleImageSeries *series;
const unsigned char *predictions;
unsigned int currentIdx;
Vector2 pixelSize;
} MnistVisualization;
typedef struct
{
char text[MAX_TEXT_LEN];
Vector2 position;
unsigned int fontSize;
Color color;
} TextLabel;
static TextLabel *createTextLabel(const char *text, unsigned int fontSize, Color color)
{
TextLabel *label = NULL;
if(text != NULL)
{
label = (TextLabel *)malloc(sizeof(TextLabel));
if(label != NULL)
{
strncpy(label->text, text, MAX_TEXT_LEN);
label->text[MAX_TEXT_LEN-1] = '\0';
label->position.x = 0;
label->position.y = 0;
label->fontSize = fontSize;
label->color = color;
}
}
return label;
}
static MnistVisualization *createVisualizationContainer(const GrayScaleImageSeries *series, const unsigned char predictions[], Vector2 size)
{
MnistVisualization *container = NULL;
if(size.x > 0 && size.y > 0 && series != NULL && series->images != NULL && series->count > 0 && predictions != NULL)
{
container = (MnistVisualization *)calloc(1, sizeof(MnistVisualization));
if(container != NULL)
{
Vector2 pixelSize = {(int)(size.x / series->images[0].width), (int)(size.y / series->images[0].height)};
container->pixelSize = pixelSize;
container->series = series;
container->predictions = predictions;
}
}
return container;
}
static void drawTextLabel(const TextLabel *label)
{
DrawText(label->text, label->position.x, label->position.y, label->fontSize, label->color);
}
static void drawDigit(const GrayScaleImage image, Vector2 position, Vector2 pixelSize)
{
float xOffset = 0;
float yOffset = position.y - pixelSize.y;
Color color = {0};
color.a = 255;
for(int i = 0; i < image.width * image.height; i++)
{
if(i % image.width == 0)
{
xOffset = position.x;
yOffset += pixelSize.y;
}
color.r = image.buffer[i];
color.b = image.buffer[i];
color.g = image.buffer[i];
DrawRectangle(xOffset, yOffset, pixelSize.x, pixelSize.y, color);
xOffset += pixelSize.x;
}
}
static void drawAll(const MnistVisualization *container, const TextLabel *navigationLabel, const TextLabel *predictionLabel)
{
BeginDrawing();
ClearBackground(BLACK);
drawDigit(container->series->images[container->currentIdx], container->position, container->pixelSize);
drawTextLabel(navigationLabel);
drawTextLabel(predictionLabel);
EndDrawing();
}
static int checkUserInput()
{
int inputResult = 0;
if(IsKeyReleased(KEY_LEFT))
inputResult = -1;
else if(IsKeyReleased(KEY_RIGHT))
inputResult = 1;
return inputResult;
}
static void updateDisplayContainer(MnistVisualization *container, int updateDirection)
{
int newIndex = (int)container->currentIdx + updateDirection;
if(newIndex < 0)
newIndex = 0;
else if(newIndex >= container->series->count)
newIndex = container->series->count - 1;
container->currentIdx = newIndex;
}
static void updatePredictionLabel(TextLabel *predictionLabel, unsigned char trueLabel, unsigned char predictedLabel)
{
snprintf(predictionLabel->text, MAX_TEXT_LEN, "True label: %u\nPredicted label: %u", trueLabel, predictedLabel);
}
static void update(MnistVisualization *container, TextLabel *predictionLabel, int updateDirection)
{
updateDisplayContainer(container, updateDirection);
updatePredictionLabel(predictionLabel, container->series->labels[container->currentIdx], container->predictions[container->currentIdx]);
}
void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[])
{
const Vector2 windowSize = {windowWidth, windowHeight};
MnistVisualization *container = createVisualizationContainer(series, predictions, windowSize);
TextLabel *navigationLabel = createTextLabel("Use left and right key to navigate ...", 20, WHITE);
TextLabel *predictionLabel = createTextLabel("", 20, WHITE);
predictionLabel->position.x = 10;
predictionLabel->position.y = windowSize.y - 50;
if(container != NULL && navigationLabel != NULL && predictionLabel != NULL)
{
InitWindow(windowSize.x, windowSize.y, "MNIST Browser");
SetTargetFPS(60);
while (!WindowShouldClose())
{
int updateDirection = checkUserInput();
update(container, predictionLabel, updateDirection);
drawAll(container, navigationLabel, predictionLabel);
}
}
CloseWindow();
free(container);
free(navigationLabel);
free(predictionLabel);
}
@@ -0,0 +1,8 @@
#ifndef MNISTVISUALIZATION_H
#define MNISTVISUALIZATION_H
#include "imageInput.h"
void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[]);
#endif
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,268 @@
#include <stdlib.h>
#include <stdio.h>
#include <math.h>
#include <string.h>
#include "neuralNetwork.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
static void softmax(Matrix *matrix)
{
if(matrix->cols > 0)
{
double *colSums = (double *)calloc(matrix->cols, sizeof(double));
if(colSums != NULL)
{
for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
{
for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
{
MatrixType expValue = exp(getMatrixAt(*matrix, rowIdx, colIdx));
setMatrixAt(expValue, *matrix, rowIdx, colIdx);
colSums[colIdx] += expValue;
}
}
for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
{
for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
{
MatrixType normalizedValue = getMatrixAt(*matrix, rowIdx, colIdx) / colSums[colIdx];
setMatrixAt(normalizedValue, *matrix, rowIdx, colIdx);
}
}
free(colSums);
}
}
}
static void relu(Matrix *matrix)
{
for(int i = 0; i < matrix->rows * matrix->cols; i++)
{
matrix->buffer[i] = matrix->buffer[i] >= 0 ? matrix->buffer[i] : 0;
}
}
static int checkFileHeader(FILE *file)
{
int isValid = 0;
int fileHeaderLen = strlen(FILE_HEADER_STRING);
char buffer[BUFFER_SIZE] = {0};
if(BUFFER_SIZE-1 < fileHeaderLen)
fileHeaderLen = BUFFER_SIZE-1;
if(fread(buffer, sizeof(char), fileHeaderLen, file) == fileHeaderLen)
isValid = strcmp(buffer, FILE_HEADER_STRING) == 0;
return isValid;
}
static unsigned int readDimension(FILE *file)
{
int dimension = 0;
if(fread(&dimension, sizeof(int), 1, file) != 1)
dimension = 0;
return dimension;
}
static Matrix readMatrix(FILE *file, unsigned int rows, unsigned int cols)
{
Matrix matrix = createMatrix(rows, cols);
if(matrix.buffer != NULL)
{
if(fread(matrix.buffer, sizeof(MatrixType), rows*cols, file) != rows*cols)
clearMatrix(&matrix);
}
return matrix;
}
static Layer readLayer(FILE *file, unsigned int inputDimension, unsigned int outputDimension)
{
Layer layer;
layer.weights = readMatrix(file, outputDimension, inputDimension);
layer.biases = readMatrix(file, outputDimension, 1);
return layer;
}
static int isEmptyLayer(const Layer layer)
{
return layer.biases.cols == 0 || layer.biases.rows == 0 || layer.biases.buffer == NULL || layer.weights.rows == 0 || layer.weights.cols == 0 || layer.weights.buffer == NULL;
}
static void clearLayer(Layer *layer)
{
if(layer != NULL)
{
clearMatrix(&layer->weights);
clearMatrix(&layer->biases);
layer->activation = NULL;
}
}
static void assignActivations(NeuralNetwork model)
{
for(int i = 0; i < (int)model.numberOfLayers-1; i++)
{
model.layers[i].activation = relu;
}
if(model.numberOfLayers > 0)
model.layers[model.numberOfLayers-1].activation = softmax;
}
NeuralNetwork loadModel(const char *path)
{
NeuralNetwork model = {NULL, 0};
FILE *file = fopen(path, "rb");
if(file != NULL)
{
if(checkFileHeader(file))
{
unsigned int inputDimension = readDimension(file);
unsigned int outputDimension = readDimension(file);
while(inputDimension > 0 && outputDimension > 0)
{
Layer layer = readLayer(file, inputDimension, outputDimension);
Layer *layerBuffer = NULL;
if(isEmptyLayer(layer))
{
clearLayer(&layer);
clearModel(&model);
break;
}
layerBuffer = (Layer *)realloc(model.layers, (model.numberOfLayers + 1) * sizeof(Layer));
if(layerBuffer != NULL)
model.layers = layerBuffer;
else
{
clearModel(&model);
break;
}
model.layers[model.numberOfLayers] = layer;
model.numberOfLayers++;
inputDimension = outputDimension;
outputDimension = readDimension(file);
}
}
fclose(file);
assignActivations(model);
}
return model;
}
static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
{
Matrix matrix = {NULL, 0, 0};
if(count > 0 && images != NULL)
{
matrix = createMatrix(images[0].height * images[0].width, count);
if(matrix.buffer != NULL)
{
for(int i = 0; i < count; i++)
{
for(int j = 0; j < images[i].width * images[i].height; j++)
{
setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
}
}
}
}
return matrix;
}
static Matrix forward(const NeuralNetwork model, Matrix inputBatch)
{
Matrix result = inputBatch;
if(result.buffer != NULL)
{
for(int i = 0; i < model.numberOfLayers; i++)
{
Matrix biasResult;
Matrix weightResult;
weightResult = multiply(model.layers[i].weights, result);
clearMatrix(&result);
biasResult = add(model.layers[i].biases, weightResult);
clearMatrix(&weightResult);
if(model.layers[i].activation != NULL)
model.layers[i].activation(&biasResult);
result = biasResult;
}
}
return result;
}
unsigned char *argmax(const Matrix matrix)
{
unsigned char *maxIdx = NULL;
if(matrix.rows > 0 && matrix.cols > 0)
{
maxIdx = (unsigned char *)malloc(sizeof(unsigned char) * matrix.cols);
if(maxIdx != NULL)
{
for(int colIdx = 0; colIdx < matrix.cols; colIdx++)
{
maxIdx[colIdx] = 0;
for(int rowIdx = 1; rowIdx < matrix.rows; rowIdx++)
{
if(getMatrixAt(matrix, rowIdx, colIdx) > getMatrixAt(matrix, maxIdx[colIdx], colIdx))
maxIdx[colIdx] = rowIdx;
}
}
}
}
return maxIdx;
}
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages)
{
Matrix inputBatch = imageBatchToMatrixOfImageVectors(images, numberOfImages);
Matrix outputBatch = forward(model, inputBatch);
unsigned char *result = argmax(outputBatch);
clearMatrix(&outputBatch);
return result;
}
void clearModel(NeuralNetwork *model)
{
if(model != NULL)
{
for(int i = 0; i < model->numberOfLayers; i++)
{
clearLayer(&model->layers[i]);
}
model->layers = NULL;
model->numberOfLayers = 0;
}
}
@@ -0,0 +1,26 @@
#ifndef NEURALNETWORK_H
#define NEURALNETWORK_H
#include "imageInput.h"
#include "matrix.h"
typedef void (*ActivationFunctionType)(Matrix *X);
typedef struct
{
Matrix weights;
Matrix biases;
ActivationFunctionType activation;
} Layer;
typedef struct
{
Layer *layers;
unsigned int numberOfLayers;
} NeuralNetwork;
NeuralNetwork loadModel(const char *path);
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
void clearModel(NeuralNetwork *model);
#endif
@@ -0,0 +1,242 @@
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include "unity.h"
#include "neuralNetwork.h"
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
// TODO
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {1, 2, 3, 4, 5, 6};
Matrix weights1 = {.buffer=buffer1, .rows=3, .cols=2};
Matrix weights2 = {.buffer=buffer2, .rows=2, .cols=3};
MatrixType buffer3[] = {1, 2, 3};
MatrixType buffer4[] = {1, 2};
Matrix biases1 = {.buffer=buffer3, .rows=3, .cols=1};
Matrix biases2 = {.buffer=buffer4, .rows=2, .cols=1};
Layer layers[] = {{.weights=weights1, .biases=biases1}, {.weights=weights2, .biases=biases2}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=2};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_EQUAL_INT(expectedNet.numberOfLayers, netUnderTest.numberOfLayers);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectWeightDimensions(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectBiasDimensions(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.rows, netUnderTest.layers[0].biases.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.cols, netUnderTest.layers[0].biases.cols);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectWeights(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
int n = netUnderTest.layers[0].weights.rows * netUnderTest.layers[0].weights.cols;
TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].weights.buffer, netUnderTest.layers[0].weights.buffer, n);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectBiases(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
int n = netUnderTest.layers[0].biases.rows * netUnderTest.layers[0].biases.cols;
TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].biases.buffer, netUnderTest.layers[0].biases.buffer, n);
clearModel(&netUnderTest);
}
void test_loadModelFailsOnWrongFileTag(void)
{
const char *path = "some_nn_test_file.info2";
NeuralNetwork netUnderTest;
FILE *file = fopen(path, "wb");
if(file != NULL)
{
const char *fileTag = "info2_neural_network_file_format";
fwrite(fileTag, sizeof(char), strlen(fileTag), file);
fclose(file);
}
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_NULL(netUnderTest.layers);
TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
}
void test_clearModelSetsMembersToNull(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_NOT_NULL(netUnderTest.layers);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
clearModel(&netUnderTest);
TEST_ASSERT_NULL(netUnderTest.layers);
TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
}
static void someActivation(Matrix *matrix)
{
for(int i = 0; i < matrix->rows * matrix->cols; i++)
{
matrix->buffer[i] = fabs(matrix->buffer[i]);
}
}
void test_predictReturnsCorrectLabels(void)
{
const unsigned char expectedLabels[] = {4, 2};
GrayScalePixelType imageBuffer1[] = {10, 30, 25, 17};
GrayScalePixelType imageBuffer2[] = {20, 40, 10, 128};
GrayScaleImage inputImages[] = {{.buffer=imageBuffer1, .width=2, .height=2}, {.buffer=imageBuffer2, .width=2, .height=2}};
MatrixType weightsBuffer1[] = {1, -2, 3, -4, 5, -6, 7, -8};
MatrixType weightsBuffer2[] = {-9, 10, 11, 12, 13, 14};
MatrixType weightsBuffer3[] = {-15, 16, 17, 18, -19, 20, 21, 22, 23, -24, 25, 26, 27, -28, -29};
Matrix weights1 = {.buffer=weightsBuffer1, .rows=2, .cols=4};
Matrix weights2 = {.buffer=weightsBuffer2, .rows=3, .cols=2};
Matrix weights3 = {.buffer=weightsBuffer3, .rows=5, .cols=3};
MatrixType biasBuffer1[] = {200, 0};
MatrixType biasBuffer2[] = {0, -100, 0};
MatrixType biasBuffer3[] = {0, -1000, 0, 2000, 0};
Matrix biases1 = {.buffer=biasBuffer1, .rows=2, .cols=1};
Matrix biases2 = {.buffer=biasBuffer2, .rows=3, .cols=1};
Matrix biases3 = {.buffer=biasBuffer3, .rows=5, .cols=1};
Layer layers[] = {{.weights=weights1, .biases=biases1, .activation=someActivation}, \
{.weights=weights2, .biases=biases2, .activation=someActivation}, \
{.weights=weights3, .biases=biases3, .activation=someActivation}};
NeuralNetwork netUnderTest = {.layers=layers, .numberOfLayers=3};
unsigned char *predictedLabels = predict(netUnderTest, inputImages, 2);
TEST_ASSERT_NOT_NULL(predictedLabels);
int n = (int)(sizeof(expectedLabels) / sizeof(expectedLabels[0]));
TEST_ASSERT_EQUAL_UINT8_ARRAY(expectedLabels, predictedLabels, n);
free(predictedLabels);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("\n============================\nNeural network tests\n============================\n");
RUN_TEST(test_loadModelReturnsCorrectNumberOfLayers);
RUN_TEST(test_loadModelReturnsCorrectWeightDimensions);
RUN_TEST(test_loadModelReturnsCorrectBiasDimensions);
RUN_TEST(test_loadModelReturnsCorrectWeights);
RUN_TEST(test_loadModelReturnsCorrectBiases);
RUN_TEST(test_loadModelFailsOnWrongFileTag);
RUN_TEST(test_clearModelSetsMembersToNull);
RUN_TEST(test_predictReturnsCorrectLabels);
return UNITY_END();
}
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
@@ -0,0 +1,10 @@
#ifndef UNITTTESTS_H
#define UNITTTESTS_H
#include <stdio.h>
typedef int (*UnitTestType)(void);
#define RUN_UNIT_TEST(fct) printf("%80s: %d\n", #fct, fct())
#endif
@@ -0,0 +1,698 @@
/* =========================================================================
Unity - A Test Framework for C
ThrowTheSwitch.org
Copyright (c) 2007-25 Mike Karlesky, Mark VanderVoord, & Greg Williams
SPDX-License-Identifier: MIT
========================================================================= */
#ifndef UNITY_FRAMEWORK_H
#define UNITY_FRAMEWORK_H
#define UNITY
#define UNITY_VERSION_MAJOR 2
#define UNITY_VERSION_MINOR 6
#define UNITY_VERSION_BUILD 2
#define UNITY_VERSION ((UNITY_VERSION_MAJOR << 16) | (UNITY_VERSION_MINOR << 8) | UNITY_VERSION_BUILD)
#ifdef __cplusplus
extern "C"
{
#endif
#include "unity_internals.h"
/*-------------------------------------------------------
* Test Setup / Teardown
*-------------------------------------------------------*/
/* These functions are intended to be called before and after each test.
* If using unity directly, these will need to be provided for each test
* executable built. If you are using the test runner generator and/or
* Ceedling, these are optional. */
void setUp(void);
void tearDown(void);
/* These functions are intended to be called at the beginning and end of an
* entire test suite. suiteTearDown() is passed the number of tests that
* failed, and its return value becomes the exit code of main(). If using
* Unity directly, you're in charge of calling these if they are desired.
* If using Ceedling or the test runner generator, these will be called
* automatically if they exist. */
void suiteSetUp(void);
int suiteTearDown(int num_failures);
/*-------------------------------------------------------
* Test Reset and Verify
*-------------------------------------------------------*/
/* These functions are intended to be called before or during tests in order
* to support complex test loops, etc. Both are NOT built into Unity. Instead
* the test runner generator will create them. resetTest will run teardown and
* setup again, verifying any end-of-test needs between. verifyTest will only
* run the verification. */
void resetTest(void);
void verifyTest(void);
/*-------------------------------------------------------
* Configuration Options
*-------------------------------------------------------
* All options described below should be passed as a compiler flag to all files using Unity. If you must add #defines, place them BEFORE the #include above.
* Integers/longs/pointers
* - Unity attempts to automatically discover your integer sizes
* - define UNITY_EXCLUDE_STDINT_H to stop attempting to look in <stdint.h>
* - define UNITY_EXCLUDE_LIMITS_H to stop attempting to look in <limits.h>
* - If you cannot use the automatic methods above, you can force Unity by using these options:
* - define UNITY_SUPPORT_64
* - set UNITY_INT_WIDTH
* - set UNITY_LONG_WIDTH
* - set UNITY_POINTER_WIDTH
* Floats
* - define UNITY_EXCLUDE_FLOAT to disallow floating point comparisons
* - define UNITY_FLOAT_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_FLOAT
* - define UNITY_FLOAT_TYPE to specify doubles instead of single precision floats
* - define UNITY_INCLUDE_DOUBLE to allow double floating point comparisons
* - define UNITY_EXCLUDE_DOUBLE to disallow double floating point comparisons (default)
* - define UNITY_DOUBLE_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_DOUBLE
* - define UNITY_DOUBLE_TYPE to specify something other than double
* - define UNITY_EXCLUDE_FLOAT_PRINT to trim binary size, won't print floating point values in errors
* Output
* - by default, Unity prints to standard out with putchar. define UNITY_OUTPUT_CHAR(a) with a different function if desired
* - define UNITY_DIFFERENTIATE_FINAL_FAIL to print FAILED (vs. FAIL) at test end summary - for automated search for failure
* Optimization
* - by default, line numbers are stored in unsigned shorts. Define UNITY_LINE_TYPE with a different type if your files are huge
* - by default, test and failure counters are unsigned shorts. Define UNITY_COUNTER_TYPE with a different type if you want to save space or have more than 65535 Tests.
* Test Cases
* - define UNITY_SUPPORT_TEST_CASES to include the TEST_CASE macro, though really it's mostly about the runner generator script
* Parameterized Tests
* - you'll want to create a define of TEST_CASE(...), TEST_RANGE(...) and/or TEST_MATRIX(...) which basically evaluates to nothing
* Tests with Arguments
* - you'll want to define UNITY_USE_COMMAND_LINE_ARGS if you have the test runner passing arguments to Unity
*-------------------------------------------------------
* Basic Fail and Ignore
*-------------------------------------------------------*/
#define TEST_FAIL_MESSAGE(message) UNITY_TEST_FAIL(__LINE__, (message))
#define TEST_FAIL() UNITY_TEST_FAIL(__LINE__, NULL)
#define TEST_IGNORE_MESSAGE(message) UNITY_TEST_IGNORE(__LINE__, (message))
#define TEST_IGNORE() UNITY_TEST_IGNORE(__LINE__, NULL)
#define TEST_MESSAGE(message) UnityMessage((message), __LINE__)
#define TEST_ONLY()
#ifdef UNITY_INCLUDE_PRINT_FORMATTED
#define TEST_PRINTF(message, ...) UnityPrintF(__LINE__, (message), ##__VA_ARGS__)
#endif
/* It is not necessary for you to call PASS. A PASS condition is assumed if nothing fails.
* This method allows you to abort a test immediately with a PASS state, ignoring the remainder of the test. */
#define TEST_PASS() TEST_ABORT()
#define TEST_PASS_MESSAGE(message) do { UnityMessage((message), __LINE__); TEST_ABORT(); } while (0)
/*-------------------------------------------------------
* Build Directives
*-------------------------------------------------------
* These macros do nothing, but they are useful for additional build context.
* Tools (like Ceedling) can scan for these directives and make use of them for
* per-test-executable #include search paths and linking. */
/* Add source files to a test executable's compilation and linking. Ex: TEST_SOURCE_FILE("sandwiches.c") */
#define TEST_SOURCE_FILE(a)
/* Customize #include search paths for a test executable's compilation. Ex: TEST_INCLUDE_PATH("src/module_a/inc") */
#define TEST_INCLUDE_PATH(a)
/*-------------------------------------------------------
* Test Asserts (simple)
*-------------------------------------------------------*/
/* Boolean */
#define TEST_ASSERT(condition) UNITY_TEST_ASSERT( (condition), __LINE__, " Expression Evaluated To FALSE")
#define TEST_ASSERT_TRUE(condition) UNITY_TEST_ASSERT( (condition), __LINE__, " Expected TRUE Was FALSE")
#define TEST_ASSERT_UNLESS(condition) UNITY_TEST_ASSERT( !(condition), __LINE__, " Expression Evaluated To TRUE")
#define TEST_ASSERT_FALSE(condition) UNITY_TEST_ASSERT( !(condition), __LINE__, " Expected FALSE Was TRUE")
#define TEST_ASSERT_NULL(pointer) UNITY_TEST_ASSERT_NULL( (pointer), __LINE__, " Expected NULL")
#define TEST_ASSERT_NOT_NULL(pointer) UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, " Expected Non-NULL")
#define TEST_ASSERT_EMPTY(pointer) UNITY_TEST_ASSERT_EMPTY( (pointer), __LINE__, " Expected Empty")
#define TEST_ASSERT_NOT_EMPTY(pointer) UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, " Expected Non-Empty")
/* Integers (of all sizes) */
#define TEST_ASSERT_EQUAL_INT(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT8(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT16(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT32(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT64(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT8(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT16(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT32(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT64(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_size_t(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX8(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX16(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX32(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX64(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_CHAR(expected, actual) UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS(mask, expected, actual) UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS_HIGH(mask, actual) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS_LOW(mask, actual) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(0), (actual), __LINE__, NULL)
#define TEST_ASSERT_BIT_HIGH(bit, actual) UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
#define TEST_ASSERT_BIT_LOW(bit, actual) UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(0), (actual), __LINE__, NULL)
/* Integer Not Equal To (of all sizes) */
#define TEST_ASSERT_NOT_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
/* Integer Greater Than/ Less Than (of all sizes) */
#define TEST_ASSERT_GREATER_THAN(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_size_t(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_CHAR(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_size_t(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_CHAR(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
/* Integer Ranges (of all sizes) */
#define TEST_ASSERT_INT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_size_t_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_CHAR_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, NULL)
/* Integer Array Ranges (of all sizes) */
#define TEST_ASSERT_INT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_size_t_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_CHAR_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
/* Structs and Strings */
#define TEST_ASSERT_EQUAL_PTR(expected, actual) UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING(expected, actual) UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING_LEN(expected, actual, len) UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_MEMORY(expected, actual, len) UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, NULL)
/* Arrays */
#define TEST_ASSERT_EQUAL_INT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_size_t_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_PTR_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_MEMORY_ARRAY(expected, actual, len, num_elements) UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_CHAR_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
/* Arrays Compared To Single Value */
#define TEST_ASSERT_EACH_EQUAL_INT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_size_t(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_PTR(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_STRING(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_MEMORY(expected, actual, len, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_CHAR(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, NULL)
/* Floating Point (If Enabled) */
#define TEST_ASSERT_FLOAT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_NOT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_FLOAT_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_FLOAT(expected, actual) UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_FLOAT(expected, actual) UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_FLOAT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_FLOAT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_FLOAT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_FLOAT(threshold, actual) UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT(threshold, actual) UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NEG_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NAN(actual) UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_DETERMINATE(actual) UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_NAN(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
/* Double (If Enabled) */
#define TEST_ASSERT_DOUBLE_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_NOT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_DOUBLE_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_DOUBLE(expected, actual) UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_DOUBLE(expected, actual) UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_DOUBLE(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NEG_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NAN(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_DETERMINATE(actual) UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_NAN(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
/* Shorthand */
#ifdef UNITY_SHORTHAND_AS_OLD
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
#endif
#ifdef UNITY_SHORTHAND_AS_INT
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_MEM
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_RAW
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, " Expected Equal")
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
#endif
#ifdef UNITY_SHORTHAND_AS_NONE
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
/*-------------------------------------------------------
* Test Asserts (with additional messages)
*-------------------------------------------------------*/
/* Boolean */
#define TEST_ASSERT_MESSAGE(condition, message) UNITY_TEST_ASSERT( (condition), __LINE__, (message))
#define TEST_ASSERT_TRUE_MESSAGE(condition, message) UNITY_TEST_ASSERT( (condition), __LINE__, (message))
#define TEST_ASSERT_UNLESS_MESSAGE(condition, message) UNITY_TEST_ASSERT( !(condition), __LINE__, (message))
#define TEST_ASSERT_FALSE_MESSAGE(condition, message) UNITY_TEST_ASSERT( !(condition), __LINE__, (message))
#define TEST_ASSERT_NULL_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NULL( (pointer), __LINE__, (message))
#define TEST_ASSERT_NOT_NULL_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, (message))
#define TEST_ASSERT_EMPTY_MESSAGE(pointer, message) UNITY_TEST_ASSERT_EMPTY( (pointer), __LINE__, (message))
#define TEST_ASSERT_NOT_EMPTY_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, (message))
/* Integers (of all sizes) */
#define TEST_ASSERT_EQUAL_INT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_size_t_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_MESSAGE(mask, expected, actual, message) UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_HIGH_MESSAGE(mask, actual, message) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_LOW_MESSAGE(mask, actual, message) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(0), (actual), __LINE__, (message))
#define TEST_ASSERT_BIT_HIGH_MESSAGE(bit, actual, message) UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
#define TEST_ASSERT_BIT_LOW_MESSAGE(bit, actual, message) UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(0), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_CHAR_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, (message))
/* Integer Not Equal To (of all sizes) */
#define TEST_ASSERT_NOT_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
/* Integer Greater Than/ Less Than (of all sizes) */
#define TEST_ASSERT_GREATER_THAN_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
/* Integer Ranges (of all sizes) */
#define TEST_ASSERT_INT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_size_t_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_CHAR_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, (message))
/* Integer Array Ranges (of all sizes) */
#define TEST_ASSERT_INT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_size_t_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_CHAR_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
/* Structs and Strings */
#define TEST_ASSERT_EQUAL_PTR_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_LEN_MESSAGE(expected, actual, len, message) UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, (message))
#define TEST_ASSERT_EQUAL_MEMORY_MESSAGE(expected, actual, len, message) UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, (message))
/* Arrays */
#define TEST_ASSERT_EQUAL_INT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_size_t_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_PTR_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_MEMORY_ARRAY_MESSAGE(expected, actual, len, num_elements, message) UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_CHAR_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
/* Arrays Compared To Single Value*/
#define TEST_ASSERT_EACH_EQUAL_INT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_size_t_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_PTR_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_STRING_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_MEMORY_MESSAGE(expected, actual, len, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_CHAR_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, (message))
/* Floating Point (If Enabled) */
#define TEST_ASSERT_FLOAT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_FLOAT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_FLOAT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_FLOAT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_FLOAT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, (message))
/* Double (If Enabled) */
#define TEST_ASSERT_DOUBLE_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_DOUBLE_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_DOUBLE_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_DOUBLE_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, (message))
/* Shorthand */
#ifdef UNITY_SHORTHAND_AS_OLD
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, (message))
#endif
#ifdef UNITY_SHORTHAND_AS_INT
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_MEM
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_RAW
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, message)
#endif
#ifdef UNITY_SHORTHAND_AS_NONE
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
/* end of UNITY_FRAMEWORK_H */
#ifdef __cplusplus
}
#endif
#endif
File diff suppressed because it is too large. Load diff
+123
View File
@@ -0,0 +1,123 @@
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include "imageInput.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_image_file_format__"
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
/* ---------------- Hilfsfunktionen ---------------- */
static int readHeader(FILE *file, unsigned short *count, unsigned short *width, unsigned short *height)
{
unsigned short headerlength = strlen(FILE_HEADER_STRING);
char buffer[headerlength + 1];
if (fread(buffer, 1, headerlength, file) != headerlength)
return 0;
buffer[headerlength] = '\0';
if (strcmp(buffer, FILE_HEADER_STRING) != 0)
return 0;
if (fread(count, sizeof(unsigned short), 1, file) != 1)
return 0;
if (fread(width, sizeof(unsigned short), 1, file) != 1)
return 0;
if (fread(height, sizeof(unsigned short), 1, file) != 1)
return 0;
return 1;
}
static int readSingleImage(FILE *file, GrayScaleImage *image)
{
unsigned int pixelCount = image->width * image->height;
if (fread(image->buffer, sizeof(GrayScalePixelType), pixelCount, file) != pixelCount)
return 0;
return 1;
}
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
FILE *file = fopen(path, "rb");
if (!file)
return NULL;
unsigned short count, width, height;
if (!readHeader(file, &count, &width, &height)) {
fclose(file);
return NULL;
}
GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries));
series->count = count;
series->images = malloc(count * sizeof(GrayScaleImage));
series->labels = malloc(count * sizeof(unsigned char));
if (!series || !series->images || !series->labels)
{
free(series->images);
free(series->labels);
free(series);
fclose(file);
return NULL;
}
for (unsigned int i = 0; i < count; i++)
{
series->images[i].width = width;
series->images[i].height = height;
series->images[i].buffer = malloc(width * height * sizeof(GrayScalePixelType));
//malloc prüfen
if (!series->images[i].buffer)
{
clearSeries(series);
fclose(file);
return NULL;
}
//Image einlesen + prüfen
if (!readSingleImage(file, &series->images[i])) {
fclose(file);
clearSeries(series);
return NULL;
}
// label einlesen
if (fread(&series->labels[i], sizeof(unsigned char), 1, file) != 1) {
fclose(file);
clearSeries(series);
return NULL;
}
}
fclose(file);
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
if(series)
{
for(unsigned int i = 0; i < series->count; i++)
{
free(series->images[i].buffer);
}
free(series->images);
free(series->labels);
free(series);
}
}
@@ -0,0 +1,23 @@
#ifndef IMAGEINPUT_H
#define IMAGEINPUT_H
typedef unsigned char GrayScalePixelType;
typedef struct
{
GrayScalePixelType *buffer;
unsigned int width;
unsigned int height;
} GrayScaleImage;
typedef struct
{
GrayScaleImage *images;
unsigned char *labels;
unsigned int count;
} GrayScaleImageSeries;
GrayScaleImageSeries *readImages(const char *path);
void clearSeries(GrayScaleImageSeries *series);
#endif
@@ -0,0 +1,143 @@
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include "unity.h"
#include "imageInput.h"
static void prepareImageFile(const char *path, unsigned short int width, unsigned short int height, unsigned int short numberOfImages, unsigned char label)
{
FILE *file = fopen(path, "wb");
if(file != NULL)
{
const char *fileTag = "__info2_image_file_format__";
GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
if(zeroBuffer != NULL)
{
fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
fwrite(&width, sizeof(width), 1, file);
fwrite(&height, sizeof(height), 1, file);
for(int i = 0; i < numberOfImages; i++)
{
fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(&label, sizeof(unsigned char), 1, file);
}
free(zeroBuffer);
}
fclose(file);
}
}
void test_readImagesReturnsCorrectNumberOfImages(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedNumberOfImages = 2;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, expectedNumberOfImages, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_EQUAL_UINT16(expectedNumberOfImages, series->count);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectImageWidth(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedWidth = 10;
const char *path = "testFile.info2";
prepareImageFile(path, expectedWidth, 8, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[0].width);
TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[1].width);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectImageHeight(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedHeight = 10;
const char *path = "testFile.info2";
prepareImageFile(path, 8, expectedHeight, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[0].height);
TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[1].height);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectLabels(void)
{
const unsigned char expectedLabel = 15;
GrayScaleImageSeries *series = NULL;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, 2, expectedLabel);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->labels);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
for (int i = 0; i < 2; i++) {
TEST_ASSERT_EQUAL_UINT8(expectedLabel, series->labels[i]);
}
clearSeries(series);
remove(path);
}
void test_readImagesReturnsNullOnNotExistingPath(void)
{
const char *path = "testFile.txt";
remove(path);
TEST_ASSERT_NULL(readImages(path));
}
void test_readImagesFailsOnWrongFileTag(void)
{
const char *path = "testFile.info2";
FILE *file = fopen(path, "w");
if(file != NULL)
{
fprintf(file, "some_tag ");
fclose(file);
TEST_ASSERT_NULL(readImages(path));
}
remove(path);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("\n============================\nImage input tests\n============================\n");
RUN_TEST(test_readImagesReturnsCorrectNumberOfImages);
RUN_TEST(test_readImagesReturnsCorrectImageWidth);
RUN_TEST(test_readImagesReturnsCorrectImageHeight);
RUN_TEST(test_readImagesReturnsCorrectLabels);
RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
RUN_TEST(test_readImagesFailsOnWrongFileTag);
return UNITY_END();
}
+68
View File
@@ -0,0 +1,68 @@
#include <stdio.h>
#include <stdlib.h>
#include "imageInput.h"
#include "mnistVisualization.h"
#include "neuralNetwork.h"
int main(int argc, char *argv[])
{
const unsigned int windowWidth = 800;
const unsigned int windowHeight = 600;
int exitCode = EXIT_FAILURE;
if(argc == 3)
{
const char *pathToMnist = argv[1];
const char *pathToModel = argv[2];
GrayScaleImageSeries *series = readImages(pathToMnist);
if(series != NULL)
{
NeuralNetwork model = {NULL, 0};
printf("Loaded %u images ... \n", series->count);
model = loadModel(pathToModel);
if(model.numberOfLayers > 0)
{
unsigned char *predictions = NULL;
printf("Processing %u images ...\n", series->count);
predictions = predict(model, series->images, series->count);
if(predictions != NULL)
{
showMnist(windowWidth, windowHeight, series, predictions);
free(predictions);
exitCode = EXIT_SUCCESS;
}
else
{
fprintf(stderr, "Error while processing images ...\n");
exitCode = EXIT_FAILURE;
}
clearModel(&model);
}
else
{
fprintf(stderr, "Error while loading model from %s ...\n", pathToModel);
exitCode = EXIT_FAILURE;
}
}
else
{
fprintf(stderr, "Error while reading images from %s ...\n", pathToMnist);
exitCode = EXIT_FAILURE;
}
clearSeries(series);
}
else
{
fprintf(stderr, "Usage: %s <mnist file> <model file>\n", argv[0]);
exitCode = EXIT_FAILURE;
}
return exitCode;
}
+54
View File
@@ -0,0 +1,54 @@
CC = gcc
CFLAGS = -g -Wall
LDFLAGS = -framework OpenGL -framework CoreFoundation -framework CoreGraphics -framework IOKit -framework Cocoa -framework CoreVideo
ARCH := $(shell uname -m)
BINARIES = ./macos-$(ARCH)
raylibfolder = ./raylib
unityfolder = ./unity
# --------------------------
# Initiales Programm bauen (zum ausprobieren)
# --------------------------
mnist_initial: $(BINARIES)/libmnist_complete.a
$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
# --------------------------
# Selbst implementiertes Programm bauen
# --------------------------
mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a ${LDFLAGS}
main.o: main.c
$(CC) -c $(CFLAGS) main.c
matrix.o: matrix.c
$(CC) -c $(CFLAGS) matrix.c
neuralNetwork.o: neuralNetwork.c
$(CC) -c $(CFLAGS) neuralNetwork.c
imageInput.o: imageInput.c
$(CC) -c $(CFLAGS) imageInput.c
mnistVisualization.o: mnistVisualization.c
$(CC) -c $(CFLAGS) -I$(raylibfolder) mnistVisualization.c
# --------------------------
# Unit Tests
# --------------------------
matrixTests: matrix.o matrixTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
imageInputTests: imageInput.o imageInputTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a
# --------------------------
# Clean
# --------------------------
clean:
rm -f *.o mnist runMatrixTests runNeuralNetworkTests runImageInputTests
+117
View File
@@ -0,0 +1,117 @@
#include <stdlib.h>
#include <string.h>
#include "matrix.h"
// TODO Matrix-Funktionen implementieren
Matrix createMatrix(unsigned int rows, unsigned int cols)
{
Matrix m;
if (rows == 0 || cols == 0)
{
m.rows = 0;
m.cols = 0;
m.buffer = NULL;
return m;
}
m.rows = rows;
m.cols = cols;
m.buffer = (MatrixType *)calloc(rows * cols, sizeof(MatrixType));
return m;
}
void clearMatrix(Matrix *matrix)
{
if (matrix != NULL)
{
if (matrix->buffer != NULL)
{
free(matrix->buffer);
matrix->buffer = NULL;
}
matrix->rows = 0;
matrix->cols = 0;
}
}
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if (matrix.buffer != NULL)
{
if (rowIdx < matrix.rows || colIdx < matrix.cols)
{
matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
}
}
}
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
if (matrix.buffer == NULL || rowIdx >= matrix.rows || colIdx >= matrix.cols)
{
return UNDEFINED_MATRIX_VALUE;
}
return matrix.buffer[rowIdx * matrix.cols + colIdx];
}
Matrix add(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.rows != matrix2.rows || matrix1.cols != matrix2.cols)
{
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
result = createMatrix(matrix1.rows, matrix1.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix1.cols; j++)
{
MatrixType value = getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, j);
setMatrixAt(value, result, i, j);
}
}
return result;
}
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
Matrix result;
if (matrix1.buffer == NULL || matrix2.buffer == NULL || matrix1.cols != matrix2.rows)
{
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
result = createMatrix(matrix1.rows, matrix2.cols);
for (int i = 0; i < matrix1.rows; i++)
{
for (int j = 0; j < matrix2.cols; j++)
{
MatrixType sum = 0;
for (int k = 0; k < matrix1.cols; k++)
{
sum += getMatrixAt(matrix1, i, k) * getMatrixAt(matrix2, k, j);
}
setMatrixAt(sum, result, i, j);
}
}
return result;
}
+26
View File
@@ -0,0 +1,26 @@
#ifndef MATRIX_H
#define MATRIX_H
#define UNDEFINED_MATRIX_VALUE 0
typedef float MatrixType;
// TODO Matrixtyp definieren
typedef struct
{
int rows;
int cols;
MatrixType *buffer;
} Matrix;
Matrix createMatrix(unsigned int rows, unsigned int cols);
void clearMatrix(Matrix *matrix);
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
Matrix add(const Matrix matrix1, const Matrix matrix2);
Matrix multiply(const Matrix matrix1, const Matrix matrix2);
#endif
@@ -0,0 +1,170 @@
#include <stdio.h>
#include <stdlib.h>
#include "matrix.h"
#include "unity.h"
void test_createMatrixFailsOnZeroDimensions(void)
{
Matrix matrixToTest1 = createMatrix(0, 1);
Matrix matrixToTest2 = createMatrix(1, 0);
TEST_ASSERT_NULL(matrixToTest1.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.cols);
TEST_ASSERT_NULL(matrixToTest2.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.cols);
}
void test_createMatrixReturnsCorrectMatrixDimensions(void)
{
const unsigned int expectedRows = 15;
const unsigned int expectedCols = 10;
Matrix matrixToTest = createMatrix(expectedRows, expectedCols);
TEST_ASSERT_EQUAL_UINT32(expectedRows, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(expectedCols, matrixToTest.cols);
free(matrixToTest.buffer);
}
void test_clearMatrixSetsMembersToNull(void)
{
Matrix matrixToTest = createMatrix(10, 10);
clearMatrix(&matrixToTest);
TEST_ASSERT_NULL(matrixToTest.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
}
void test_addReturnsCorrectResult(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
Matrix result = add(matrix1, matrix2);
float expectedResults[] = {8, 10, 12, 14, 16, 18};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix2.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result.cols);
TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
free(result.buffer);
}
void test_addFailsOnDifferentInputDimensions(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=3, .cols=2, .buffer=buffer2};
Matrix result = add(matrix1, matrix2);
TEST_ASSERT_NULL(result.buffer);
TEST_ASSERT_EQUAL_UINT32(0, result.rows);
TEST_ASSERT_EQUAL_UINT32(0, result.cols);
}
void test_multiplyReturnsCorrectResults(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=3, .cols=4, .buffer=buffer2};
Matrix result = multiply(matrix1, matrix2);
float expectedResults[] = {74, 80, 86, 92, 173, 188, 203, 218};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
free(result.buffer);
}
void test_multiplyFailsOnWrongInputDimensions(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
Matrix result = multiply(matrix1, matrix2);
TEST_ASSERT_NULL(result.buffer);
TEST_ASSERT_EQUAL_UINT32(0, result.rows);
TEST_ASSERT_EQUAL_UINT32(0, result.cols);
}
void test_getMatrixAtReturnsCorrectResult(void)
{
MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
int expectedResult = buffer[4];
TEST_ASSERT_EQUAL_INT(expectedResult, getMatrixAt(matrixToTest, 1, 1));
}
void test_getMatrixAtFailsOnIndicesOutOfRange(void)
{
MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
TEST_ASSERT_EQUAL_INT(UNDEFINED_MATRIX_VALUE, getMatrixAt(matrixToTest, 2, 3));
}
void test_setMatrixAtSetsCorrectValue(void)
{
const int expectedResult = -1;
MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
Matrix matrixUnderTest = {.rows=2, .cols=3, .buffer=buffer};
setMatrixAt(expectedResult, matrixUnderTest, 1, 2);
TEST_ASSERT_EQUAL_INT(expectedResult, buffer[5]);
}
void test_setMatrixAtFailsOnIndicesOutOfRange(void)
{
const float expectedResults[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
setMatrixAt(-1, matrixToTest, 2, 3);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("============================\nMatrix tests\n============================\n");
RUN_TEST(test_createMatrixReturnsCorrectMatrixDimensions);
RUN_TEST(test_createMatrixFailsOnZeroDimensions);
RUN_TEST(test_clearMatrixSetsMembersToNull);
RUN_TEST(test_addReturnsCorrectResult);
RUN_TEST(test_addFailsOnDifferentInputDimensions);
RUN_TEST(test_multiplyReturnsCorrectResults);
RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
RUN_TEST(test_getMatrixAtReturnsCorrectResult);
RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_setMatrixAtSetsCorrectValue);
RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
return UNITY_END();
}
@@ -0,0 +1,173 @@
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include "mnistVisualization.h"
#include "raylib.h"
#define MAX_TEXT_LEN 100
typedef struct
{
Vector2 position;
const GrayScaleImageSeries *series;
const unsigned char *predictions;
unsigned int currentIdx;
Vector2 pixelSize;
} MnistVisualization;
typedef struct
{
char text[MAX_TEXT_LEN];
Vector2 position;
unsigned int fontSize;
Color color;
} TextLabel;
static TextLabel *createTextLabel(const char *text, unsigned int fontSize, Color color)
{
TextLabel *label = NULL;
if(text != NULL)
{
label = (TextLabel *)malloc(sizeof(TextLabel));
if(label != NULL)
{
strncpy(label->text, text, MAX_TEXT_LEN);
label->text[MAX_TEXT_LEN-1] = '\0';
label->position.x = 0;
label->position.y = 0;
label->fontSize = fontSize;
label->color = color;
}
}
return label;
}
static MnistVisualization *createVisualizationContainer(const GrayScaleImageSeries *series, const unsigned char predictions[], Vector2 size)
{
MnistVisualization *container = NULL;
if(size.x > 0 && size.y > 0 && series != NULL && series->images != NULL && series->count > 0 && predictions != NULL)
{
container = (MnistVisualization *)calloc(1, sizeof(MnistVisualization));
if(container != NULL)
{
Vector2 pixelSize = {(int)(size.x / series->images[0].width), (int)(size.y / series->images[0].height)};
container->pixelSize = pixelSize;
container->series = series;
container->predictions = predictions;
}
}
return container;
}
static void drawTextLabel(const TextLabel *label)
{
DrawText(label->text, label->position.x, label->position.y, label->fontSize, label->color);
}
static void drawDigit(const GrayScaleImage image, Vector2 position, Vector2 pixelSize)
{
float xOffset = 0;
float yOffset = position.y - pixelSize.y;
Color color = {0};
color.a = 255;
for(int i = 0; i < image.width * image.height; i++)
{
if(i % image.width == 0)
{
xOffset = position.x;
yOffset += pixelSize.y;
}
color.r = image.buffer[i];
color.b = image.buffer[i];
color.g = image.buffer[i];
DrawRectangle(xOffset, yOffset, pixelSize.x, pixelSize.y, color);
xOffset += pixelSize.x;
}
}
static void drawAll(const MnistVisualization *container, const TextLabel *navigationLabel, const TextLabel *predictionLabel)
{
BeginDrawing();
ClearBackground(BLACK);
drawDigit(container->series->images[container->currentIdx], container->position, container->pixelSize);
drawTextLabel(navigationLabel);
drawTextLabel(predictionLabel);
EndDrawing();
}
static int checkUserInput()
{
int inputResult = 0;
if(IsKeyReleased(KEY_LEFT))
inputResult = -1;
else if(IsKeyReleased(KEY_RIGHT))
inputResult = 1;
return inputResult;
}
static void updateDisplayContainer(MnistVisualization *container, int updateDirection)
{
int newIndex = (int)container->currentIdx + updateDirection;
if(newIndex < 0)
newIndex = 0;
else if(newIndex >= container->series->count)
newIndex = container->series->count - 1;
container->currentIdx = newIndex;
}
static void updatePredictionLabel(TextLabel *predictionLabel, unsigned char trueLabel, unsigned char predictedLabel)
{
snprintf(predictionLabel->text, MAX_TEXT_LEN, "True label: %u\nPredicted label: %u", trueLabel, predictedLabel);
}
static void update(MnistVisualization *container, TextLabel *predictionLabel, int updateDirection)
{
updateDisplayContainer(container, updateDirection);
updatePredictionLabel(predictionLabel, container->series->labels[container->currentIdx], container->predictions[container->currentIdx]);
}
void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[])
{
const Vector2 windowSize = {windowWidth, windowHeight};
MnistVisualization *container = createVisualizationContainer(series, predictions, windowSize);
TextLabel *navigationLabel = createTextLabel("Use left and right key to navigate ...", 20, WHITE);
TextLabel *predictionLabel = createTextLabel("", 20, WHITE);
predictionLabel->position.x = 10;
predictionLabel->position.y = windowSize.y - 50;
if(container != NULL && navigationLabel != NULL && predictionLabel != NULL)
{
InitWindow(windowSize.x, windowSize.y, "MNIST Browser");
SetTargetFPS(60);
while (!WindowShouldClose())
{
int updateDirection = checkUserInput();
update(container, predictionLabel, updateDirection);
drawAll(container, navigationLabel, predictionLabel);
}
}
CloseWindow();
free(container);
free(navigationLabel);
free(predictionLabel);
}
@@ -0,0 +1,8 @@
#ifndef MNISTVISUALIZATION_H
#define MNISTVISUALIZATION_H
#include "imageInput.h"
void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[]);
#endif
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,268 @@
#include <stdlib.h>
#include <stdio.h>
#include <math.h>
#include <string.h>
#include "neuralNetwork.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
static void softmax(Matrix *matrix)
{
if(matrix->cols > 0)
{
double *colSums = (double *)calloc(matrix->cols, sizeof(double));
if(colSums != NULL)
{
for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
{
for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
{
MatrixType expValue = exp(getMatrixAt(*matrix, rowIdx, colIdx));
setMatrixAt(expValue, *matrix, rowIdx, colIdx);
colSums[colIdx] += expValue;
}
}
for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
{
for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
{
MatrixType normalizedValue = getMatrixAt(*matrix, rowIdx, colIdx) / colSums[colIdx];
setMatrixAt(normalizedValue, *matrix, rowIdx, colIdx);
}
}
free(colSums);
}
}
}
static void relu(Matrix *matrix)
{
for(int i = 0; i < matrix->rows * matrix->cols; i++)
{
matrix->buffer[i] = matrix->buffer[i] >= 0 ? matrix->buffer[i] : 0;
}
}
static int checkFileHeader(FILE *file)
{
int isValid = 0;
int fileHeaderLen = strlen(FILE_HEADER_STRING);
char buffer[BUFFER_SIZE] = {0};
if(BUFFER_SIZE-1 < fileHeaderLen)
fileHeaderLen = BUFFER_SIZE-1;
if(fread(buffer, sizeof(char), fileHeaderLen, file) == fileHeaderLen)
isValid = strcmp(buffer, FILE_HEADER_STRING) == 0;
return isValid;
}
static unsigned int readDimension(FILE *file)
{
int dimension = 0;
if(fread(&dimension, sizeof(int), 1, file) != 1)
dimension = 0;
return dimension;
}
static Matrix readMatrix(FILE *file, unsigned int rows, unsigned int cols)
{
Matrix matrix = createMatrix(rows, cols);
if(matrix.buffer != NULL)
{
if(fread(matrix.buffer, sizeof(MatrixType), rows*cols, file) != rows*cols)
clearMatrix(&matrix);
}
return matrix;
}
static Layer readLayer(FILE *file, unsigned int inputDimension, unsigned int outputDimension)
{
Layer layer;
layer.weights = readMatrix(file, outputDimension, inputDimension);
layer.biases = readMatrix(file, outputDimension, 1);
return layer;
}
static int isEmptyLayer(const Layer layer)
{
return layer.biases.cols == 0 || layer.biases.rows == 0 || layer.biases.buffer == NULL || layer.weights.rows == 0 || layer.weights.cols == 0 || layer.weights.buffer == NULL;
}
static void clearLayer(Layer *layer)
{
if(layer != NULL)
{
clearMatrix(&layer->weights);
clearMatrix(&layer->biases);
layer->activation = NULL;
}
}
static void assignActivations(NeuralNetwork model)
{
for(int i = 0; i < (int)model.numberOfLayers-1; i++)
{
model.layers[i].activation = relu;
}
if(model.numberOfLayers > 0)
model.layers[model.numberOfLayers-1].activation = softmax;
}
NeuralNetwork loadModel(const char *path)
{
NeuralNetwork model = {NULL, 0};
FILE *file = fopen(path, "rb");
if(file != NULL)
{
if(checkFileHeader(file))
{
unsigned int inputDimension = readDimension(file);
unsigned int outputDimension = readDimension(file);
while(inputDimension > 0 && outputDimension > 0)
{
Layer layer = readLayer(file, inputDimension, outputDimension);
Layer *layerBuffer = NULL;
if(isEmptyLayer(layer))
{
clearLayer(&layer);
clearModel(&model);
break;
}
layerBuffer = (Layer *)realloc(model.layers, (model.numberOfLayers + 1) * sizeof(Layer));
if(layerBuffer != NULL)
model.layers = layerBuffer;
else
{
clearModel(&model);
break;
}
model.layers[model.numberOfLayers] = layer;
model.numberOfLayers++;
inputDimension = outputDimension;
outputDimension = readDimension(file);
}
}
fclose(file);
assignActivations(model);
}
return model;
}
static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
{
Matrix matrix = {NULL, 0, 0};
if(count > 0 && images != NULL)
{
matrix = createMatrix(images[0].height * images[0].width, count);
if(matrix.buffer != NULL)
{
for(int i = 0; i < count; i++)
{
for(int j = 0; j < images[i].width * images[i].height; j++)
{
setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
}
}
}
}
return matrix;
}
static Matrix forward(const NeuralNetwork model, Matrix inputBatch)
{
Matrix result = inputBatch;
if(result.buffer != NULL)
{
for(int i = 0; i < model.numberOfLayers; i++)
{
Matrix biasResult;
Matrix weightResult;
weightResult = multiply(model.layers[i].weights, result);
clearMatrix(&result);
biasResult = add(model.layers[i].biases, weightResult);
clearMatrix(&weightResult);
if(model.layers[i].activation != NULL)
model.layers[i].activation(&biasResult);
result = biasResult;
}
}
return result;
}
unsigned char *argmax(const Matrix matrix)
{
unsigned char *maxIdx = NULL;
if(matrix.rows > 0 && matrix.cols > 0)
{
maxIdx = (unsigned char *)malloc(sizeof(unsigned char) * matrix.cols);
if(maxIdx != NULL)
{
for(int colIdx = 0; colIdx < matrix.cols; colIdx++)
{
maxIdx[colIdx] = 0;
for(int rowIdx = 1; rowIdx < matrix.rows; rowIdx++)
{
if(getMatrixAt(matrix, rowIdx, colIdx) > getMatrixAt(matrix, maxIdx[colIdx], colIdx))
maxIdx[colIdx] = rowIdx;
}
}
}
}
return maxIdx;
}
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages)
{
Matrix inputBatch = imageBatchToMatrixOfImageVectors(images, numberOfImages);
Matrix outputBatch = forward(model, inputBatch);
unsigned char *result = argmax(outputBatch);
clearMatrix(&outputBatch);
return result;
}
void clearModel(NeuralNetwork *model)
{
if(model != NULL)
{
for(int i = 0; i < model->numberOfLayers; i++)
{
clearLayer(&model->layers[i]);
}
model->layers = NULL;
model->numberOfLayers = 0;
}
}
@@ -0,0 +1,26 @@
#ifndef NEURALNETWORK_H
#define NEURALNETWORK_H
#include "imageInput.h"
#include "matrix.h"
typedef void (*ActivationFunctionType)(Matrix *X);
typedef struct
{
Matrix weights;
Matrix biases;
ActivationFunctionType activation;
} Layer;
typedef struct
{
Layer *layers;
unsigned int numberOfLayers;
} NeuralNetwork;
NeuralNetwork loadModel(const char *path);
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
void clearModel(NeuralNetwork *model);
#endif
@@ -0,0 +1,253 @@
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include "unity.h"
#include "neuralNetwork.h"
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
FILE *quelle;
quelle = fopen("path", "w");
if(quelle == NULL)
return -1;
printf("Datei wurde erfolgreich geoeffnet!");
fprintf(quelle, "__info2_neural_network_file_format__");
fprintf(quelle, "--Testprotokoll--\n");
fclose(quelle);
//Ich bitte Sie um Feedback!!!
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {1, 2, 3, 4, 5, 6};
Matrix weights1 = {.buffer=buffer1, .rows=3, .cols=2};
Matrix weights2 = {.buffer=buffer2, .rows=2, .cols=3};
MatrixType buffer3[] = {1, 2, 3};
MatrixType buffer4[] = {1, 2};
Matrix biases1 = {.buffer=buffer3, .rows=3, .cols=1};
Matrix biases2 = {.buffer=buffer4, .rows=2, .cols=1};
Layer layers[] = {{.weights=weights1, .biases=biases1}, {.weights=weights2, .biases=biases2}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=2};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_EQUAL_INT(expectedNet.numberOfLayers, netUnderTest.numberOfLayers);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectWeightDimensions(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectBiasDimensions(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.rows, netUnderTest.layers[0].biases.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.cols, netUnderTest.layers[0].biases.cols);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectWeights(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
int n = netUnderTest.layers[0].weights.rows * netUnderTest.layers[0].weights.cols;
TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].weights.buffer, netUnderTest.layers[0].weights.buffer, n);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectBiases(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
int n = netUnderTest.layers[0].biases.rows * netUnderTest.layers[0].biases.cols;
TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].biases.buffer, netUnderTest.layers[0].biases.buffer, n);
clearModel(&netUnderTest);
}
void test_loadModelFailsOnWrongFileTag(void)
{
const char *path = "some_nn_test_file.info2";
NeuralNetwork netUnderTest;
FILE *file = fopen(path, "wb");
if(file != NULL)
{
const char *fileTag = "info2_neural_network_file_format";
fwrite(fileTag, sizeof(char), strlen(fileTag), file);
fclose(file);
}
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_NULL(netUnderTest.layers);
TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
}
void test_clearModelSetsMembersToNull(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_NOT_NULL(netUnderTest.layers);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
clearModel(&netUnderTest);
TEST_ASSERT_NULL(netUnderTest.layers);
TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
}
static void someActivation(Matrix *matrix)
{
for(int i = 0; i < matrix->rows * matrix->cols; i++)
{
matrix->buffer[i] = fabs(matrix->buffer[i]);
}
}
void test_predictReturnsCorrectLabels(void)
{
const unsigned char expectedLabels[] = {4, 2};
GrayScalePixelType imageBuffer1[] = {10, 30, 25, 17};
GrayScalePixelType imageBuffer2[] = {20, 40, 10, 128};
GrayScaleImage inputImages[] = {{.buffer=imageBuffer1, .width=2, .height=2}, {.buffer=imageBuffer2, .width=2, .height=2}};
MatrixType weightsBuffer1[] = {1, -2, 3, -4, 5, -6, 7, -8};
MatrixType weightsBuffer2[] = {-9, 10, 11, 12, 13, 14};
MatrixType weightsBuffer3[] = {-15, 16, 17, 18, -19, 20, 21, 22, 23, -24, 25, 26, 27, -28, -29};
Matrix weights1 = {.buffer=weightsBuffer1, .rows=2, .cols=4};
Matrix weights2 = {.buffer=weightsBuffer2, .rows=3, .cols=2};
Matrix weights3 = {.buffer=weightsBuffer3, .rows=5, .cols=3};
MatrixType biasBuffer1[] = {200, 0};
MatrixType biasBuffer2[] = {0, -100, 0};
MatrixType biasBuffer3[] = {0, -1000, 0, 2000, 0};
Matrix biases1 = {.buffer=biasBuffer1, .rows=2, .cols=1};
Matrix biases2 = {.buffer=biasBuffer2, .rows=3, .cols=1};
Matrix biases3 = {.buffer=biasBuffer3, .rows=5, .cols=1};
Layer layers[] = {{.weights=weights1, .biases=biases1, .activation=someActivation}, \
{.weights=weights2, .biases=biases2, .activation=someActivation}, \
{.weights=weights3, .biases=biases3, .activation=someActivation}};
NeuralNetwork netUnderTest = {.layers=layers, .numberOfLayers=3};
unsigned char *predictedLabels = predict(netUnderTest, inputImages, 2);
TEST_ASSERT_NOT_NULL(predictedLabels);
int n = (int)(sizeof(expectedLabels) / sizeof(expectedLabels[0]));
TEST_ASSERT_EQUAL_UINT8_ARRAY(expectedLabels, predictedLabels, n);
free(predictedLabels);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("\n============================\nNeural network tests\n============================\n");
RUN_TEST(test_loadModelReturnsCorrectNumberOfLayers);
RUN_TEST(test_loadModelReturnsCorrectWeightDimensions);
RUN_TEST(test_loadModelReturnsCorrectBiasDimensions);
RUN_TEST(test_loadModelReturnsCorrectWeights);
RUN_TEST(test_loadModelReturnsCorrectBiases);
RUN_TEST(test_loadModelFailsOnWrongFileTag);
RUN_TEST(test_clearModelSetsMembersToNull);
RUN_TEST(test_predictReturnsCorrectLabels);
return UNITY_END();
}
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
@@ -0,0 +1,10 @@
#ifndef UNITTTESTS_H
#define UNITTTESTS_H
#include <stdio.h>
typedef int (*UnitTestType)(void);
#define RUN_UNIT_TEST(fct) printf("%80s: %d\n", #fct, fct())
#endif
@@ -0,0 +1,698 @@
/* =========================================================================
Unity - A Test Framework for C
ThrowTheSwitch.org
Copyright (c) 2007-25 Mike Karlesky, Mark VanderVoord, & Greg Williams
SPDX-License-Identifier: MIT
========================================================================= */
#ifndef UNITY_FRAMEWORK_H
#define UNITY_FRAMEWORK_H
#define UNITY
#define UNITY_VERSION_MAJOR 2
#define UNITY_VERSION_MINOR 6
#define UNITY_VERSION_BUILD 2
#define UNITY_VERSION ((UNITY_VERSION_MAJOR << 16) | (UNITY_VERSION_MINOR << 8) | UNITY_VERSION_BUILD)
#ifdef __cplusplus
extern "C"
{
#endif
#include "unity_internals.h"
/*-------------------------------------------------------
* Test Setup / Teardown
*-------------------------------------------------------*/
/* These functions are intended to be called before and after each test.
* If using unity directly, these will need to be provided for each test
* executable built. If you are using the test runner generator and/or
* Ceedling, these are optional. */
void setUp(void);
void tearDown(void);
/* These functions are intended to be called at the beginning and end of an
* entire test suite. suiteTearDown() is passed the number of tests that
* failed, and its return value becomes the exit code of main(). If using
* Unity directly, you're in charge of calling these if they are desired.
* If using Ceedling or the test runner generator, these will be called
* automatically if they exist. */
void suiteSetUp(void);
int suiteTearDown(int num_failures);
/*-------------------------------------------------------
* Test Reset and Verify
*-------------------------------------------------------*/
/* These functions are intended to be called before or during tests in order
* to support complex test loops, etc. Both are NOT built into Unity. Instead
* the test runner generator will create them. resetTest will run teardown and
* setup again, verifying any end-of-test needs between. verifyTest will only
* run the verification. */
void resetTest(void);
void verifyTest(void);
/*-------------------------------------------------------
* Configuration Options
*-------------------------------------------------------
* All options described below should be passed as a compiler flag to all files using Unity. If you must add #defines, place them BEFORE the #include above.
* Integers/longs/pointers
* - Unity attempts to automatically discover your integer sizes
* - define UNITY_EXCLUDE_STDINT_H to stop attempting to look in <stdint.h>
* - define UNITY_EXCLUDE_LIMITS_H to stop attempting to look in <limits.h>
* - If you cannot use the automatic methods above, you can force Unity by using these options:
* - define UNITY_SUPPORT_64
* - set UNITY_INT_WIDTH
* - set UNITY_LONG_WIDTH
* - set UNITY_POINTER_WIDTH
* Floats
* - define UNITY_EXCLUDE_FLOAT to disallow floating point comparisons
* - define UNITY_FLOAT_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_FLOAT
* - define UNITY_FLOAT_TYPE to specify doubles instead of single precision floats
* - define UNITY_INCLUDE_DOUBLE to allow double floating point comparisons
* - define UNITY_EXCLUDE_DOUBLE to disallow double floating point comparisons (default)
* - define UNITY_DOUBLE_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_DOUBLE
* - define UNITY_DOUBLE_TYPE to specify something other than double
* - define UNITY_EXCLUDE_FLOAT_PRINT to trim binary size, won't print floating point values in errors
* Output
* - by default, Unity prints to standard out with putchar. define UNITY_OUTPUT_CHAR(a) with a different function if desired
* - define UNITY_DIFFERENTIATE_FINAL_FAIL to print FAILED (vs. FAIL) at test end summary - for automated search for failure
* Optimization
* - by default, line numbers are stored in unsigned shorts. Define UNITY_LINE_TYPE with a different type if your files are huge
* - by default, test and failure counters are unsigned shorts. Define UNITY_COUNTER_TYPE with a different type if you want to save space or have more than 65535 Tests.
* Test Cases
* - define UNITY_SUPPORT_TEST_CASES to include the TEST_CASE macro, though really it's mostly about the runner generator script
* Parameterized Tests
* - you'll want to create a define of TEST_CASE(...), TEST_RANGE(...) and/or TEST_MATRIX(...) which basically evaluates to nothing
* Tests with Arguments
* - you'll want to define UNITY_USE_COMMAND_LINE_ARGS if you have the test runner passing arguments to Unity
*-------------------------------------------------------
* Basic Fail and Ignore
*-------------------------------------------------------*/
#define TEST_FAIL_MESSAGE(message) UNITY_TEST_FAIL(__LINE__, (message))
#define TEST_FAIL() UNITY_TEST_FAIL(__LINE__, NULL)
#define TEST_IGNORE_MESSAGE(message) UNITY_TEST_IGNORE(__LINE__, (message))
#define TEST_IGNORE() UNITY_TEST_IGNORE(__LINE__, NULL)
#define TEST_MESSAGE(message) UnityMessage((message), __LINE__)
#define TEST_ONLY()
#ifdef UNITY_INCLUDE_PRINT_FORMATTED
#define TEST_PRINTF(message, ...) UnityPrintF(__LINE__, (message), ##__VA_ARGS__)
#endif
/* It is not necessary for you to call PASS. A PASS condition is assumed if nothing fails.
* This method allows you to abort a test immediately with a PASS state, ignoring the remainder of the test. */
#define TEST_PASS() TEST_ABORT()
#define TEST_PASS_MESSAGE(message) do { UnityMessage((message), __LINE__); TEST_ABORT(); } while (0)
/*-------------------------------------------------------
* Build Directives
*-------------------------------------------------------
* These macros do nothing, but they are useful for additional build context.
* Tools (like Ceedling) can scan for these directives and make use of them for
* per-test-executable #include search paths and linking. */
/* Add source files to a test executable's compilation and linking. Ex: TEST_SOURCE_FILE("sandwiches.c") */
#define TEST_SOURCE_FILE(a)
/* Customize #include search paths for a test executable's compilation. Ex: TEST_INCLUDE_PATH("src/module_a/inc") */
#define TEST_INCLUDE_PATH(a)
/*-------------------------------------------------------
* Test Asserts (simple)
*-------------------------------------------------------*/
/* Boolean */
#define TEST_ASSERT(condition) UNITY_TEST_ASSERT( (condition), __LINE__, " Expression Evaluated To FALSE")
#define TEST_ASSERT_TRUE(condition) UNITY_TEST_ASSERT( (condition), __LINE__, " Expected TRUE Was FALSE")
#define TEST_ASSERT_UNLESS(condition) UNITY_TEST_ASSERT( !(condition), __LINE__, " Expression Evaluated To TRUE")
#define TEST_ASSERT_FALSE(condition) UNITY_TEST_ASSERT( !(condition), __LINE__, " Expected FALSE Was TRUE")
#define TEST_ASSERT_NULL(pointer) UNITY_TEST_ASSERT_NULL( (pointer), __LINE__, " Expected NULL")
#define TEST_ASSERT_NOT_NULL(pointer) UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, " Expected Non-NULL")
#define TEST_ASSERT_EMPTY(pointer) UNITY_TEST_ASSERT_EMPTY( (pointer), __LINE__, " Expected Empty")
#define TEST_ASSERT_NOT_EMPTY(pointer) UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, " Expected Non-Empty")
/* Integers (of all sizes) */
#define TEST_ASSERT_EQUAL_INT(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT8(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT16(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT32(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT64(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT8(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT16(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT32(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT64(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_size_t(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX8(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX16(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX32(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX64(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_CHAR(expected, actual) UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS(mask, expected, actual) UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS_HIGH(mask, actual) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS_LOW(mask, actual) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(0), (actual), __LINE__, NULL)
#define TEST_ASSERT_BIT_HIGH(bit, actual) UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
#define TEST_ASSERT_BIT_LOW(bit, actual) UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(0), (actual), __LINE__, NULL)
/* Integer Not Equal To (of all sizes) */
#define TEST_ASSERT_NOT_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
/* Integer Greater Than/ Less Than (of all sizes) */
#define TEST_ASSERT_GREATER_THAN(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_size_t(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_CHAR(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_size_t(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_CHAR(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
/* Integer Ranges (of all sizes) */
#define TEST_ASSERT_INT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_size_t_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_CHAR_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, NULL)
/* Integer Array Ranges (of all sizes) */
#define TEST_ASSERT_INT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_size_t_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_CHAR_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
/* Structs and Strings */
#define TEST_ASSERT_EQUAL_PTR(expected, actual) UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING(expected, actual) UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING_LEN(expected, actual, len) UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_MEMORY(expected, actual, len) UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, NULL)
/* Arrays */
#define TEST_ASSERT_EQUAL_INT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_size_t_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_PTR_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_MEMORY_ARRAY(expected, actual, len, num_elements) UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_CHAR_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
/* Arrays Compared To Single Value */
#define TEST_ASSERT_EACH_EQUAL_INT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_size_t(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_PTR(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_STRING(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_MEMORY(expected, actual, len, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_CHAR(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, NULL)
/* Floating Point (If Enabled) */
#define TEST_ASSERT_FLOAT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_NOT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_FLOAT_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_FLOAT(expected, actual) UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_FLOAT(expected, actual) UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_FLOAT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_FLOAT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_FLOAT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_FLOAT(threshold, actual) UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT(threshold, actual) UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NEG_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NAN(actual) UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_DETERMINATE(actual) UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_NAN(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
/* Double (If Enabled) */
#define TEST_ASSERT_DOUBLE_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_NOT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_DOUBLE_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_DOUBLE(expected, actual) UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_DOUBLE(expected, actual) UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_DOUBLE(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NEG_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NAN(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_DETERMINATE(actual) UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_NAN(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
/* Shorthand */
#ifdef UNITY_SHORTHAND_AS_OLD
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
#endif
#ifdef UNITY_SHORTHAND_AS_INT
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_MEM
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_RAW
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, " Expected Equal")
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
#endif
#ifdef UNITY_SHORTHAND_AS_NONE
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
/*-------------------------------------------------------
* Test Asserts (with additional messages)
*-------------------------------------------------------*/
/* Boolean */
#define TEST_ASSERT_MESSAGE(condition, message) UNITY_TEST_ASSERT( (condition), __LINE__, (message))
#define TEST_ASSERT_TRUE_MESSAGE(condition, message) UNITY_TEST_ASSERT( (condition), __LINE__, (message))
#define TEST_ASSERT_UNLESS_MESSAGE(condition, message) UNITY_TEST_ASSERT( !(condition), __LINE__, (message))
#define TEST_ASSERT_FALSE_MESSAGE(condition, message) UNITY_TEST_ASSERT( !(condition), __LINE__, (message))
#define TEST_ASSERT_NULL_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NULL( (pointer), __LINE__, (message))
#define TEST_ASSERT_NOT_NULL_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, (message))
#define TEST_ASSERT_EMPTY_MESSAGE(pointer, message) UNITY_TEST_ASSERT_EMPTY( (pointer), __LINE__, (message))
#define TEST_ASSERT_NOT_EMPTY_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, (message))
/* Integers (of all sizes) */
#define TEST_ASSERT_EQUAL_INT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_size_t_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_MESSAGE(mask, expected, actual, message) UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_HIGH_MESSAGE(mask, actual, message) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_LOW_MESSAGE(mask, actual, message) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(0), (actual), __LINE__, (message))
#define TEST_ASSERT_BIT_HIGH_MESSAGE(bit, actual, message) UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
#define TEST_ASSERT_BIT_LOW_MESSAGE(bit, actual, message) UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(0), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_CHAR_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, (message))
/* Integer Not Equal To (of all sizes) */
#define TEST_ASSERT_NOT_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
/* Integer Greater Than/ Less Than (of all sizes) */
#define TEST_ASSERT_GREATER_THAN_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
/* Integer Ranges (of all sizes) */
#define TEST_ASSERT_INT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_size_t_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_CHAR_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, (message))
/* Integer Array Ranges (of all sizes) */
#define TEST_ASSERT_INT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_size_t_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_CHAR_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
/* Structs and Strings */
#define TEST_ASSERT_EQUAL_PTR_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_LEN_MESSAGE(expected, actual, len, message) UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, (message))
#define TEST_ASSERT_EQUAL_MEMORY_MESSAGE(expected, actual, len, message) UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, (message))
/* Arrays */
#define TEST_ASSERT_EQUAL_INT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_size_t_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_PTR_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_MEMORY_ARRAY_MESSAGE(expected, actual, len, num_elements, message) UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_CHAR_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
/* Arrays Compared To Single Value*/
#define TEST_ASSERT_EACH_EQUAL_INT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_size_t_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_PTR_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_STRING_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_MEMORY_MESSAGE(expected, actual, len, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_CHAR_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, (message))
/* Floating Point (If Enabled) */
#define TEST_ASSERT_FLOAT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_FLOAT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_FLOAT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_FLOAT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_FLOAT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, (message))
/* Double (If Enabled) */
#define TEST_ASSERT_DOUBLE_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_DOUBLE_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_DOUBLE_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_DOUBLE_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, (message))
/* Shorthand */
#ifdef UNITY_SHORTHAND_AS_OLD
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, (message))
#endif
#ifdef UNITY_SHORTHAND_AS_INT
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_MEM
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_RAW
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, message)
#endif
#ifdef UNITY_SHORTHAND_AS_NONE
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
/* end of UNITY_FRAMEWORK_H */
#ifdef __cplusplus
}
#endif
#endif
File diff suppressed because it is too large. Load diff
@@ -0,0 +1,22 @@
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include "imageInput.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_image_file_format__"
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
GrayScaleImageSeries *series = NULL;
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
}
@@ -0,0 +1,23 @@
#ifndef IMAGEINPUT_H
#define IMAGEINPUT_H
typedef unsigned char GrayScalePixelType;
typedef struct
{
GrayScalePixelType *buffer;
unsigned int width;
unsigned int height;
} GrayScaleImage;
typedef struct
{
GrayScaleImage *images;
unsigned char *labels;
unsigned int count;
} GrayScaleImageSeries;
GrayScaleImageSeries *readImages(const char *path);
void clearSeries(GrayScaleImageSeries *series);
#endif
@@ -0,0 +1,143 @@
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include "unity.h"
#include "imageInput.h"
static void prepareImageFile(const char *path, unsigned short int width, unsigned short int height, unsigned int short numberOfImages, unsigned char label)
{
FILE *file = fopen(path, "wb");
if(file != NULL)
{
const char *fileTag = "__info2_image_file_format__";
GrayScalePixelType *zeroBuffer = (GrayScalePixelType *)calloc(numberOfImages * width * height, sizeof(GrayScalePixelType));
if(zeroBuffer != NULL)
{
fwrite(fileTag, sizeof(fileTag[0]), strlen(fileTag), file);
fwrite(&numberOfImages, sizeof(numberOfImages), 1, file);
fwrite(&width, sizeof(width), 1, file);
fwrite(&height, sizeof(height), 1, file);
for(int i = 0; i < numberOfImages; i++)
{
fwrite(zeroBuffer, sizeof(GrayScalePixelType), width * height, file);
fwrite(&label, sizeof(unsigned char), 1, file);
}
free(zeroBuffer);
}
fclose(file);
}
}
void test_readImagesReturnsCorrectNumberOfImages(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedNumberOfImages = 2;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, expectedNumberOfImages, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_EQUAL_UINT16(expectedNumberOfImages, series->count);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectImageWidth(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedWidth = 10;
const char *path = "testFile.info2";
prepareImageFile(path, 8, expectedWidth, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[0].width);
TEST_ASSERT_EQUAL_UINT16(expectedWidth, series->images[1].width);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectImageHeight(void)
{
GrayScaleImageSeries *series = NULL;
const unsigned short expectedHeight = 10;
const char *path = "testFile.info2";
prepareImageFile(path, expectedHeight, 8, 2, 1);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->images);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[0].height);
TEST_ASSERT_EQUAL_UINT16(expectedHeight, series->images[1].height);
clearSeries(series);
remove(path);
}
void test_readImagesReturnsCorrectLabels(void)
{
const unsigned char expectedLabel = 15;
GrayScaleImageSeries *series = NULL;
const char *path = "testFile.info2";
prepareImageFile(path, 8, 8, 2, expectedLabel);
series = readImages(path);
TEST_ASSERT_NOT_NULL(series);
TEST_ASSERT_NOT_NULL(series->labels);
TEST_ASSERT_EQUAL_UINT16(2, series->count);
for (int i = 0; i < 2; i++) {
TEST_ASSERT_EQUAL_UINT8(expectedLabel, series->labels[i]);
}
clearSeries(series);
remove(path);
}
void test_readImagesReturnsNullOnNotExistingPath(void)
{
const char *path = "testFile.txt";
remove(path);
TEST_ASSERT_NULL(readImages(path));
}
void test_readImagesFailsOnWrongFileTag(void)
{
const char *path = "testFile.info2";
FILE *file = fopen(path, "w");
if(file != NULL)
{
fprintf(file, "some_tag ");
fclose(file);
TEST_ASSERT_NULL(readImages(path));
}
remove(path);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("\n============================\nImage input tests\n============================\n");
RUN_TEST(test_readImagesReturnsCorrectNumberOfImages);
RUN_TEST(test_readImagesReturnsCorrectImageWidth);
RUN_TEST(test_readImagesReturnsCorrectImageHeight);
RUN_TEST(test_readImagesReturnsCorrectLabels);
RUN_TEST(test_readImagesReturnsNullOnNotExistingPath);
RUN_TEST(test_readImagesFailsOnWrongFileTag);
return UNITY_END();
}
+68
View File
@@ -0,0 +1,68 @@
#include <stdio.h>
#include <stdlib.h>
#include "imageInput.h"
#include "mnistVisualization.h"
#include "neuralNetwork.h"
int main(int argc, char *argv[])
{
const unsigned int windowWidth = 800;
const unsigned int windowHeight = 600;
int exitCode = EXIT_FAILURE;
if(argc == 3)
{
const char *pathToMnist = argv[1];
const char *pathToModel = argv[2];
GrayScaleImageSeries *series = readImages(pathToMnist);
if(series != NULL)
{
NeuralNetwork model = {NULL, 0};
printf("Loaded %u images ... \n", series->count);
model = loadModel(pathToModel);
if(model.numberOfLayers > 0)
{
unsigned char *predictions = NULL;
printf("Processing %u images ...\n", series->count);
predictions = predict(model, series->images, series->count);
if(predictions != NULL)
{
showMnist(windowWidth, windowHeight, series, predictions);
free(predictions);
exitCode = EXIT_SUCCESS;
}
else
{
fprintf(stderr, "Error while processing images ...\n");
exitCode = EXIT_FAILURE;
}
clearModel(&model);
}
else
{
fprintf(stderr, "Error while loading model from %s ...\n", pathToModel);
exitCode = EXIT_FAILURE;
}
}
else
{
fprintf(stderr, "Error while reading images from %s ...\n", pathToMnist);
exitCode = EXIT_FAILURE;
}
clearSeries(series);
}
else
{
fprintf(stderr, "Usage: %s <mnist file> <model file>\n", argv[0]);
exitCode = EXIT_FAILURE;
}
return exitCode;
}
@@ -0,0 +1,53 @@
CC = gcc
CFLAGS = -g -Wall
LDFLAGS = -lopengl32 -lgdi32 -lwinmm
BINARIES = ./windows
raylibfolder = ./raylib
unityfolder = ./unity
# --------------------------
# Initiales Programm bauen (zum ausprobieren)
# --------------------------
mnist_initial: $(BINARIES)/libmnist_complete.a
$(CC) -o mnist $(BINARIES)/libmnist_complete.a $(BINARIES)/libraylib.a ${LDFLAGS}
# --------------------------
# Selbst implementiertes Programm bauen
# --------------------------
mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a ${LDFLAGS}
main.o: main.c
$(CC) -c $(CFLAGS) main.c
matrix.o: matrix.c
$(CC) -c $(CFLAGS) matrix.c
neuralNetwork.o: neuralNetwork.c
$(CC) -c $(CFLAGS) neuralNetwork.c
imageInput.o: imageInput.c
$(CC) -c $(CFLAGS) imageInput.c
mnistVisualization.o: mnistVisualization.c
$(CC) -c $(CFLAGS) -I$(raylibfolder) mnistVisualization.c
# --------------------------
# Unit Tests
# --------------------------
matrixTests: matrix.o matrixTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runMatrixTests matrixTests.c matrix.o $(BINARIES)/libunity.a
neuralNetworkTests: neuralNetwork.o neuralNetworkTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runNeuralNetworkTests neuralNetworkTests.c neuralNetwork.o $(BINARIES)/libunity.a
imageInputTests: imageInput.o imageInputTests.c
$(CC) $(CFLAGS) -I$(unityfolder) -o runImageInputTests imageInputTests.c imageInput.o $(BINARIES)/libunity.a
# --------------------------
# Clean
# --------------------------
clean:
del /f *.o *.exe
@@ -0,0 +1,35 @@
#include <stdlib.h>
#include <string.h>
#include "matrix.h"
// TODO Matrix-Funktionen implementieren
Matrix createMatrix(unsigned int rows, unsigned int cols)
{
}
void clearMatrix(Matrix *matrix)
{
}
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
}
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
}
Matrix add(const Matrix matrix1, const Matrix matrix2)
{
}
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
}
@@ -0,0 +1,19 @@
#ifndef MATRIX_H
#define MATRIX_H
#define UNDEFINED_MATRIX_VALUE 0
typedef float MatrixType;
// TODO Matrixtyp definieren
Matrix createMatrix(unsigned int rows, unsigned int cols);
void clearMatrix(Matrix *matrix);
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
Matrix add(const Matrix matrix1, const Matrix matrix2);
Matrix multiply(const Matrix matrix1, const Matrix matrix2);
#endif
@@ -0,0 +1,170 @@
#include <stdio.h>
#include <stdlib.h>
#include "matrix.h"
#include "unity.h"
void test_createMatrixFailsOnZeroDimensions(void)
{
Matrix matrixToTest1 = createMatrix(0, 1);
Matrix matrixToTest2 = createMatrix(1, 0);
TEST_ASSERT_NULL(matrixToTest1.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest1.cols);
TEST_ASSERT_NULL(matrixToTest2.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest2.cols);
}
void test_createMatrixReturnsCorrectMatrixDimensions(void)
{
const unsigned int expectedRows = 15;
const unsigned int expectedCols = 10;
Matrix matrixToTest = createMatrix(expectedRows, expectedCols);
TEST_ASSERT_EQUAL_UINT32(expectedRows, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(expectedCols, matrixToTest.cols);
free(matrixToTest.buffer);
}
void test_clearMatrixSetsMembersToNull(void)
{
Matrix matrixToTest = createMatrix(10, 10);
clearMatrix(&matrixToTest);
TEST_ASSERT_NULL(matrixToTest.buffer);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.rows);
TEST_ASSERT_EQUAL_UINT32(0, matrixToTest.cols);
}
void test_addReturnsCorrectResult(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
Matrix result = add(matrix1, matrix2);
float expectedResults[] = {8, 10, 12, 14, 16, 18};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix2.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix1.cols, result.cols);
TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
free(result.buffer);
}
void test_addFailsOnDifferentInputDimensions(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=3, .cols=2, .buffer=buffer2};
Matrix result = add(matrix1, matrix2);
TEST_ASSERT_NULL(result.buffer);
TEST_ASSERT_EQUAL_UINT32(0, result.rows);
TEST_ASSERT_EQUAL_UINT32(0, result.cols);
}
void test_multiplyReturnsCorrectResults(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=3, .cols=4, .buffer=buffer2};
Matrix result = multiply(matrix1, matrix2);
float expectedResults[] = {74, 80, 86, 92, 173, 188, 203, 218};
TEST_ASSERT_EQUAL_UINT32(matrix1.rows, result.rows);
TEST_ASSERT_EQUAL_UINT32(matrix2.cols, result.cols);
TEST_ASSERT_EQUAL_INT(sizeof(expectedResults)/sizeof(expectedResults[0]), result.rows * result.cols);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, result.buffer, result.cols * result.rows);
free(result.buffer);
}
void test_multiplyFailsOnWrongInputDimensions(void)
{
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {7, 8, 9, 10, 11, 12};
Matrix matrix1 = {.rows=2, .cols=3, .buffer=buffer1};
Matrix matrix2 = {.rows=2, .cols=3, .buffer=buffer2};
Matrix result = multiply(matrix1, matrix2);
TEST_ASSERT_NULL(result.buffer);
TEST_ASSERT_EQUAL_UINT32(0, result.rows);
TEST_ASSERT_EQUAL_UINT32(0, result.cols);
}
void test_getMatrixAtReturnsCorrectResult(void)
{
MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
int expectedResult = buffer[4];
TEST_ASSERT_EQUAL_INT(expectedResult, getMatrixAt(matrixToTest, 1, 1));
}
void test_getMatrixAtFailsOnIndicesOutOfRange(void)
{
MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
TEST_ASSERT_EQUAL_INT(UNDEFINED_MATRIX_VALUE, getMatrixAt(matrixToTest, 2, 3));
}
void test_setMatrixAtSetsCorrectValue(void)
{
const int expectedResult = -1;
MatrixType buffer[] = {1, 2, 3, 4, 5, 6};
Matrix matrixUnderTest = {.rows=2, .cols=3, .buffer=buffer};
setMatrixAt(expectedResult, matrixUnderTest, 1, 2);
TEST_ASSERT_EQUAL_INT(expectedResult, buffer[5]);
}
void test_setMatrixAtFailsOnIndicesOutOfRange(void)
{
const float expectedResults[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
MatrixType buffer[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
setMatrixAt(-1, matrixToTest, 2, 3);
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("============================\nMatrix tests\n============================\n");
RUN_TEST(test_createMatrixReturnsCorrectMatrixDimensions);
RUN_TEST(test_createMatrixFailsOnZeroDimensions);
RUN_TEST(test_clearMatrixSetsMembersToNull);
RUN_TEST(test_addReturnsCorrectResult);
RUN_TEST(test_addFailsOnDifferentInputDimensions);
RUN_TEST(test_multiplyReturnsCorrectResults);
RUN_TEST(test_multiplyFailsOnWrongInputDimensions);
RUN_TEST(test_getMatrixAtReturnsCorrectResult);
RUN_TEST(test_getMatrixAtFailsOnIndicesOutOfRange);
RUN_TEST(test_setMatrixAtSetsCorrectValue);
RUN_TEST(test_setMatrixAtFailsOnIndicesOutOfRange);
return UNITY_END();
}
@@ -0,0 +1,173 @@
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include "mnistVisualization.h"
#include "raylib.h"
#define MAX_TEXT_LEN 100
typedef struct
{
Vector2 position;
const GrayScaleImageSeries *series;
const unsigned char *predictions;
unsigned int currentIdx;
Vector2 pixelSize;
} MnistVisualization;
typedef struct
{
char text[MAX_TEXT_LEN];
Vector2 position;
unsigned int fontSize;
Color color;
} TextLabel;
static TextLabel *createTextLabel(const char *text, unsigned int fontSize, Color color)
{
TextLabel *label = NULL;
if(text != NULL)
{
label = (TextLabel *)malloc(sizeof(TextLabel));
if(label != NULL)
{
strncpy(label->text, text, MAX_TEXT_LEN);
label->text[MAX_TEXT_LEN-1] = '\0';
label->position.x = 0;
label->position.y = 0;
label->fontSize = fontSize;
label->color = color;
}
}
return label;
}
static MnistVisualization *createVisualizationContainer(const GrayScaleImageSeries *series, const unsigned char predictions[], Vector2 size)
{
MnistVisualization *container = NULL;
if(size.x > 0 && size.y > 0 && series != NULL && series->images != NULL && series->count > 0 && predictions != NULL)
{
container = (MnistVisualization *)calloc(1, sizeof(MnistVisualization));
if(container != NULL)
{
Vector2 pixelSize = {(int)(size.x / series->images[0].width), (int)(size.y / series->images[0].height)};
container->pixelSize = pixelSize;
container->series = series;
container->predictions = predictions;
}
}
return container;
}
static void drawTextLabel(const TextLabel *label)
{
DrawText(label->text, label->position.x, label->position.y, label->fontSize, label->color);
}
static void drawDigit(const GrayScaleImage image, Vector2 position, Vector2 pixelSize)
{
float xOffset = 0;
float yOffset = position.y - pixelSize.y;
Color color = {0};
color.a = 255;
for(int i = 0; i < image.width * image.height; i++)
{
if(i % image.width == 0)
{
xOffset = position.x;
yOffset += pixelSize.y;
}
color.r = image.buffer[i];
color.b = image.buffer[i];
color.g = image.buffer[i];
DrawRectangle(xOffset, yOffset, pixelSize.x, pixelSize.y, color);
xOffset += pixelSize.x;
}
}
static void drawAll(const MnistVisualization *container, const TextLabel *navigationLabel, const TextLabel *predictionLabel)
{
BeginDrawing();
ClearBackground(BLACK);
drawDigit(container->series->images[container->currentIdx], container->position, container->pixelSize);
drawTextLabel(navigationLabel);
drawTextLabel(predictionLabel);
EndDrawing();
}
static int checkUserInput()
{
int inputResult = 0;
if(IsKeyReleased(KEY_LEFT))
inputResult = -1;
else if(IsKeyReleased(KEY_RIGHT))
inputResult = 1;
return inputResult;
}
static void updateDisplayContainer(MnistVisualization *container, int updateDirection)
{
int newIndex = (int)container->currentIdx + updateDirection;
if(newIndex < 0)
newIndex = 0;
else if(newIndex >= container->series->count)
newIndex = container->series->count - 1;
container->currentIdx = newIndex;
}
static void updatePredictionLabel(TextLabel *predictionLabel, unsigned char trueLabel, unsigned char predictedLabel)
{
snprintf(predictionLabel->text, MAX_TEXT_LEN, "True label: %u\nPredicted label: %u", trueLabel, predictedLabel);
}
static void update(MnistVisualization *container, TextLabel *predictionLabel, int updateDirection)
{
updateDisplayContainer(container, updateDirection);
updatePredictionLabel(predictionLabel, container->series->labels[container->currentIdx], container->predictions[container->currentIdx]);
}
void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[])
{
const Vector2 windowSize = {windowWidth, windowHeight};
MnistVisualization *container = createVisualizationContainer(series, predictions, windowSize);
TextLabel *navigationLabel = createTextLabel("Use left and right key to navigate ...", 20, WHITE);
TextLabel *predictionLabel = createTextLabel("", 20, WHITE);
predictionLabel->position.x = 10;
predictionLabel->position.y = windowSize.y - 50;
if(container != NULL && navigationLabel != NULL && predictionLabel != NULL)
{
InitWindow(windowSize.x, windowSize.y, "MNIST Browser");
SetTargetFPS(60);
while (!WindowShouldClose())
{
int updateDirection = checkUserInput();
update(container, predictionLabel, updateDirection);
drawAll(container, navigationLabel, predictionLabel);
}
}
CloseWindow();
free(container);
free(navigationLabel);
free(predictionLabel);
}
@@ -0,0 +1,8 @@
#ifndef MNISTVISUALIZATION_H
#define MNISTVISUALIZATION_H
#include "imageInput.h"
void showMnist(unsigned int windowWidth, unsigned int windowHeight, const GrayScaleImageSeries *series, const unsigned char predictions[]);
#endif
Binary file not shown.
Binary file not shown.
@@ -0,0 +1,268 @@
#include <stdlib.h>
#include <stdio.h>
#include <math.h>
#include <string.h>
#include "neuralNetwork.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
static void softmax(Matrix *matrix)
{
if(matrix->cols > 0)
{
double *colSums = (double *)calloc(matrix->cols, sizeof(double));
if(colSums != NULL)
{
for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
{
for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
{
MatrixType expValue = exp(getMatrixAt(*matrix, rowIdx, colIdx));
setMatrixAt(expValue, *matrix, rowIdx, colIdx);
colSums[colIdx] += expValue;
}
}
for(int colIdx = 0; colIdx < matrix->cols; colIdx++)
{
for(int rowIdx = 0; rowIdx < matrix->rows; rowIdx++)
{
MatrixType normalizedValue = getMatrixAt(*matrix, rowIdx, colIdx) / colSums[colIdx];
setMatrixAt(normalizedValue, *matrix, rowIdx, colIdx);
}
}
free(colSums);
}
}
}
static void relu(Matrix *matrix)
{
for(int i = 0; i < matrix->rows * matrix->cols; i++)
{
matrix->buffer[i] = matrix->buffer[i] >= 0 ? matrix->buffer[i] : 0;
}
}
static int checkFileHeader(FILE *file)
{
int isValid = 0;
int fileHeaderLen = strlen(FILE_HEADER_STRING);
char buffer[BUFFER_SIZE] = {0};
if(BUFFER_SIZE-1 < fileHeaderLen)
fileHeaderLen = BUFFER_SIZE-1;
if(fread(buffer, sizeof(char), fileHeaderLen, file) == fileHeaderLen)
isValid = strcmp(buffer, FILE_HEADER_STRING) == 0;
return isValid;
}
static unsigned int readDimension(FILE *file)
{
int dimension = 0;
if(fread(&dimension, sizeof(int), 1, file) != 1)
dimension = 0;
return dimension;
}
static Matrix readMatrix(FILE *file, unsigned int rows, unsigned int cols)
{
Matrix matrix = createMatrix(rows, cols);
if(matrix.buffer != NULL)
{
if(fread(matrix.buffer, sizeof(MatrixType), rows*cols, file) != rows*cols)
clearMatrix(&matrix);
}
return matrix;
}
static Layer readLayer(FILE *file, unsigned int inputDimension, unsigned int outputDimension)
{
Layer layer;
layer.weights = readMatrix(file, outputDimension, inputDimension);
layer.biases = readMatrix(file, outputDimension, 1);
return layer;
}
static int isEmptyLayer(const Layer layer)
{
return layer.biases.cols == 0 || layer.biases.rows == 0 || layer.biases.buffer == NULL || layer.weights.rows == 0 || layer.weights.cols == 0 || layer.weights.buffer == NULL;
}
static void clearLayer(Layer *layer)
{
if(layer != NULL)
{
clearMatrix(&layer->weights);
clearMatrix(&layer->biases);
layer->activation = NULL;
}
}
static void assignActivations(NeuralNetwork model)
{
for(int i = 0; i < (int)model.numberOfLayers-1; i++)
{
model.layers[i].activation = relu;
}
if(model.numberOfLayers > 0)
model.layers[model.numberOfLayers-1].activation = softmax;
}
NeuralNetwork loadModel(const char *path)
{
NeuralNetwork model = {NULL, 0};
FILE *file = fopen(path, "rb");
if(file != NULL)
{
if(checkFileHeader(file))
{
unsigned int inputDimension = readDimension(file);
unsigned int outputDimension = readDimension(file);
while(inputDimension > 0 && outputDimension > 0)
{
Layer layer = readLayer(file, inputDimension, outputDimension);
Layer *layerBuffer = NULL;
if(isEmptyLayer(layer))
{
clearLayer(&layer);
clearModel(&model);
break;
}
layerBuffer = (Layer *)realloc(model.layers, (model.numberOfLayers + 1) * sizeof(Layer));
if(layerBuffer != NULL)
model.layers = layerBuffer;
else
{
clearModel(&model);
break;
}
model.layers[model.numberOfLayers] = layer;
model.numberOfLayers++;
inputDimension = outputDimension;
outputDimension = readDimension(file);
}
}
fclose(file);
assignActivations(model);
}
return model;
}
static Matrix imageBatchToMatrixOfImageVectors(const GrayScaleImage images[], unsigned int count)
{
Matrix matrix = {NULL, 0, 0};
if(count > 0 && images != NULL)
{
matrix = createMatrix(images[0].height * images[0].width, count);
if(matrix.buffer != NULL)
{
for(int i = 0; i < count; i++)
{
for(int j = 0; j < images[i].width * images[i].height; j++)
{
setMatrixAt((MatrixType)images[i].buffer[j], matrix, j, i);
}
}
}
}
return matrix;
}
static Matrix forward(const NeuralNetwork model, Matrix inputBatch)
{
Matrix result = inputBatch;
if(result.buffer != NULL)
{
for(int i = 0; i < model.numberOfLayers; i++)
{
Matrix biasResult;
Matrix weightResult;
weightResult = multiply(model.layers[i].weights, result);
clearMatrix(&result);
biasResult = add(model.layers[i].biases, weightResult);
clearMatrix(&weightResult);
if(model.layers[i].activation != NULL)
model.layers[i].activation(&biasResult);
result = biasResult;
}
}
return result;
}
unsigned char *argmax(const Matrix matrix)
{
unsigned char *maxIdx = NULL;
if(matrix.rows > 0 && matrix.cols > 0)
{
maxIdx = (unsigned char *)malloc(sizeof(unsigned char) * matrix.cols);
if(maxIdx != NULL)
{
for(int colIdx = 0; colIdx < matrix.cols; colIdx++)
{
maxIdx[colIdx] = 0;
for(int rowIdx = 1; rowIdx < matrix.rows; rowIdx++)
{
if(getMatrixAt(matrix, rowIdx, colIdx) > getMatrixAt(matrix, maxIdx[colIdx], colIdx))
maxIdx[colIdx] = rowIdx;
}
}
}
}
return maxIdx;
}
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages)
{
Matrix inputBatch = imageBatchToMatrixOfImageVectors(images, numberOfImages);
Matrix outputBatch = forward(model, inputBatch);
unsigned char *result = argmax(outputBatch);
clearMatrix(&outputBatch);
return result;
}
void clearModel(NeuralNetwork *model)
{
if(model != NULL)
{
for(int i = 0; i < model->numberOfLayers; i++)
{
clearLayer(&model->layers[i]);
}
model->layers = NULL;
model->numberOfLayers = 0;
}
}
@@ -0,0 +1,26 @@
#ifndef NEURALNETWORK_H
#define NEURALNETWORK_H
#include "imageInput.h"
#include "matrix.h"
typedef void (*ActivationFunctionType)(Matrix *X);
typedef struct
{
Matrix weights;
Matrix biases;
ActivationFunctionType activation;
} Layer;
typedef struct
{
Layer *layers;
unsigned int numberOfLayers;
} NeuralNetwork;
NeuralNetwork loadModel(const char *path);
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
void clearModel(NeuralNetwork *model);
#endif
@@ -0,0 +1,242 @@
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include "unity.h"
#include "neuralNetwork.h"
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
// TODO
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType buffer1[] = {1, 2, 3, 4, 5, 6};
MatrixType buffer2[] = {1, 2, 3, 4, 5, 6};
Matrix weights1 = {.buffer=buffer1, .rows=3, .cols=2};
Matrix weights2 = {.buffer=buffer2, .rows=2, .cols=3};
MatrixType buffer3[] = {1, 2, 3};
MatrixType buffer4[] = {1, 2};
Matrix biases1 = {.buffer=buffer3, .rows=3, .cols=1};
Matrix biases2 = {.buffer=buffer4, .rows=2, .cols=1};
Layer layers[] = {{.weights=weights1, .biases=biases1}, {.weights=weights2, .biases=biases2}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=2};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_EQUAL_INT(expectedNet.numberOfLayers, netUnderTest.numberOfLayers);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectWeightDimensions(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectBiasDimensions(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.rows, netUnderTest.layers[0].biases.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].biases.cols, netUnderTest.layers[0].biases.cols);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectWeights(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
int n = netUnderTest.layers[0].weights.rows * netUnderTest.layers[0].weights.cols;
TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].weights.buffer, netUnderTest.layers[0].weights.buffer, n);
clearModel(&netUnderTest);
}
void test_loadModelReturnsCorrectBiases(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.rows, netUnderTest.layers[0].weights.rows);
TEST_ASSERT_EQUAL_INT(expectedNet.layers[0].weights.cols, netUnderTest.layers[0].weights.cols);
int n = netUnderTest.layers[0].biases.rows * netUnderTest.layers[0].biases.cols;
TEST_ASSERT_EQUAL_INT_ARRAY(expectedNet.layers[0].biases.buffer, netUnderTest.layers[0].biases.buffer, n);
clearModel(&netUnderTest);
}
void test_loadModelFailsOnWrongFileTag(void)
{
const char *path = "some_nn_test_file.info2";
NeuralNetwork netUnderTest;
FILE *file = fopen(path, "wb");
if(file != NULL)
{
const char *fileTag = "info2_neural_network_file_format";
fwrite(fileTag, sizeof(char), strlen(fileTag), file);
fclose(file);
}
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_NULL(netUnderTest.layers);
TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
}
void test_clearModelSetsMembersToNull(void)
{
const char *path = "some__nn_test_file.info2";
MatrixType weightBuffer[] = {1, 2, 3, 4, 5, 6};
Matrix weights = {.buffer=weightBuffer, .rows=3, .cols=2};
MatrixType biasBuffer[] = {7, 8, 9};
Matrix biases = {.buffer=biasBuffer, .rows=3, .cols=1};
Layer layers[] = {{.weights=weights, .biases=biases}};
NeuralNetwork expectedNet = {.layers=layers, .numberOfLayers=1};
NeuralNetwork netUnderTest;
prepareNeuralNetworkFile(path, expectedNet);
netUnderTest = loadModel(path);
remove(path);
TEST_ASSERT_NOT_NULL(netUnderTest.layers);
TEST_ASSERT_TRUE(netUnderTest.numberOfLayers > 0);
clearModel(&netUnderTest);
TEST_ASSERT_NULL(netUnderTest.layers);
TEST_ASSERT_EQUAL_INT(0, netUnderTest.numberOfLayers);
}
static void someActivation(Matrix *matrix)
{
for(int i = 0; i < matrix->rows * matrix->cols; i++)
{
matrix->buffer[i] = fabs(matrix->buffer[i]);
}
}
void test_predictReturnsCorrectLabels(void)
{
const unsigned char expectedLabels[] = {4, 2};
GrayScalePixelType imageBuffer1[] = {10, 30, 25, 17};
GrayScalePixelType imageBuffer2[] = {20, 40, 10, 128};
GrayScaleImage inputImages[] = {{.buffer=imageBuffer1, .width=2, .height=2}, {.buffer=imageBuffer2, .width=2, .height=2}};
MatrixType weightsBuffer1[] = {1, -2, 3, -4, 5, -6, 7, -8};
MatrixType weightsBuffer2[] = {-9, 10, 11, 12, 13, 14};
MatrixType weightsBuffer3[] = {-15, 16, 17, 18, -19, 20, 21, 22, 23, -24, 25, 26, 27, -28, -29};
Matrix weights1 = {.buffer=weightsBuffer1, .rows=2, .cols=4};
Matrix weights2 = {.buffer=weightsBuffer2, .rows=3, .cols=2};
Matrix weights3 = {.buffer=weightsBuffer3, .rows=5, .cols=3};
MatrixType biasBuffer1[] = {200, 0};
MatrixType biasBuffer2[] = {0, -100, 0};
MatrixType biasBuffer3[] = {0, -1000, 0, 2000, 0};
Matrix biases1 = {.buffer=biasBuffer1, .rows=2, .cols=1};
Matrix biases2 = {.buffer=biasBuffer2, .rows=3, .cols=1};
Matrix biases3 = {.buffer=biasBuffer3, .rows=5, .cols=1};
Layer layers[] = {{.weights=weights1, .biases=biases1, .activation=someActivation}, \
{.weights=weights2, .biases=biases2, .activation=someActivation}, \
{.weights=weights3, .biases=biases3, .activation=someActivation}};
NeuralNetwork netUnderTest = {.layers=layers, .numberOfLayers=3};
unsigned char *predictedLabels = predict(netUnderTest, inputImages, 2);
TEST_ASSERT_NOT_NULL(predictedLabels);
int n = (int)(sizeof(expectedLabels) / sizeof(expectedLabels[0]));
TEST_ASSERT_EQUAL_UINT8_ARRAY(expectedLabels, predictedLabels, n);
free(predictedLabels);
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()
{
UNITY_BEGIN();
printf("\n============================\nNeural network tests\n============================\n");
RUN_TEST(test_loadModelReturnsCorrectNumberOfLayers);
RUN_TEST(test_loadModelReturnsCorrectWeightDimensions);
RUN_TEST(test_loadModelReturnsCorrectBiasDimensions);
RUN_TEST(test_loadModelReturnsCorrectWeights);
RUN_TEST(test_loadModelReturnsCorrectBiases);
RUN_TEST(test_loadModelFailsOnWrongFileTag);
RUN_TEST(test_clearModelSetsMembersToNull);
RUN_TEST(test_predictReturnsCorrectLabels);
return UNITY_END();
}
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
@@ -0,0 +1,10 @@
#ifndef UNITTTESTS_H
#define UNITTTESTS_H
#include <stdio.h>
typedef int (*UnitTestType)(void);
#define RUN_UNIT_TEST(fct) printf("%80s: %d\n", #fct, fct())
#endif
@@ -0,0 +1,698 @@
/* =========================================================================
Unity - A Test Framework for C
ThrowTheSwitch.org
Copyright (c) 2007-25 Mike Karlesky, Mark VanderVoord, & Greg Williams
SPDX-License-Identifier: MIT
========================================================================= */
#ifndef UNITY_FRAMEWORK_H
#define UNITY_FRAMEWORK_H
#define UNITY
#define UNITY_VERSION_MAJOR 2
#define UNITY_VERSION_MINOR 6
#define UNITY_VERSION_BUILD 2
#define UNITY_VERSION ((UNITY_VERSION_MAJOR << 16) | (UNITY_VERSION_MINOR << 8) | UNITY_VERSION_BUILD)
#ifdef __cplusplus
extern "C"
{
#endif
#include "unity_internals.h"
/*-------------------------------------------------------
* Test Setup / Teardown
*-------------------------------------------------------*/
/* These functions are intended to be called before and after each test.
* If using unity directly, these will need to be provided for each test
* executable built. If you are using the test runner generator and/or
* Ceedling, these are optional. */
void setUp(void);
void tearDown(void);
/* These functions are intended to be called at the beginning and end of an
* entire test suite. suiteTearDown() is passed the number of tests that
* failed, and its return value becomes the exit code of main(). If using
* Unity directly, you're in charge of calling these if they are desired.
* If using Ceedling or the test runner generator, these will be called
* automatically if they exist. */
void suiteSetUp(void);
int suiteTearDown(int num_failures);
/*-------------------------------------------------------
* Test Reset and Verify
*-------------------------------------------------------*/
/* These functions are intended to be called before or during tests in order
* to support complex test loops, etc. Both are NOT built into Unity. Instead
* the test runner generator will create them. resetTest will run teardown and
* setup again, verifying any end-of-test needs between. verifyTest will only
* run the verification. */
void resetTest(void);
void verifyTest(void);
/*-------------------------------------------------------
* Configuration Options
*-------------------------------------------------------
* All options described below should be passed as a compiler flag to all files using Unity. If you must add #defines, place them BEFORE the #include above.
* Integers/longs/pointers
* - Unity attempts to automatically discover your integer sizes
* - define UNITY_EXCLUDE_STDINT_H to stop attempting to look in <stdint.h>
* - define UNITY_EXCLUDE_LIMITS_H to stop attempting to look in <limits.h>
* - If you cannot use the automatic methods above, you can force Unity by using these options:
* - define UNITY_SUPPORT_64
* - set UNITY_INT_WIDTH
* - set UNITY_LONG_WIDTH
* - set UNITY_POINTER_WIDTH
* Floats
* - define UNITY_EXCLUDE_FLOAT to disallow floating point comparisons
* - define UNITY_FLOAT_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_FLOAT
* - define UNITY_FLOAT_TYPE to specify doubles instead of single precision floats
* - define UNITY_INCLUDE_DOUBLE to allow double floating point comparisons
* - define UNITY_EXCLUDE_DOUBLE to disallow double floating point comparisons (default)
* - define UNITY_DOUBLE_PRECISION to specify the precision to use when doing TEST_ASSERT_EQUAL_DOUBLE
* - define UNITY_DOUBLE_TYPE to specify something other than double
* - define UNITY_EXCLUDE_FLOAT_PRINT to trim binary size, won't print floating point values in errors
* Output
* - by default, Unity prints to standard out with putchar. define UNITY_OUTPUT_CHAR(a) with a different function if desired
* - define UNITY_DIFFERENTIATE_FINAL_FAIL to print FAILED (vs. FAIL) at test end summary - for automated search for failure
* Optimization
* - by default, line numbers are stored in unsigned shorts. Define UNITY_LINE_TYPE with a different type if your files are huge
* - by default, test and failure counters are unsigned shorts. Define UNITY_COUNTER_TYPE with a different type if you want to save space or have more than 65535 Tests.
* Test Cases
* - define UNITY_SUPPORT_TEST_CASES to include the TEST_CASE macro, though really it's mostly about the runner generator script
* Parameterized Tests
* - you'll want to create a define of TEST_CASE(...), TEST_RANGE(...) and/or TEST_MATRIX(...) which basically evaluates to nothing
* Tests with Arguments
* - you'll want to define UNITY_USE_COMMAND_LINE_ARGS if you have the test runner passing arguments to Unity
*-------------------------------------------------------
* Basic Fail and Ignore
*-------------------------------------------------------*/
#define TEST_FAIL_MESSAGE(message) UNITY_TEST_FAIL(__LINE__, (message))
#define TEST_FAIL() UNITY_TEST_FAIL(__LINE__, NULL)
#define TEST_IGNORE_MESSAGE(message) UNITY_TEST_IGNORE(__LINE__, (message))
#define TEST_IGNORE() UNITY_TEST_IGNORE(__LINE__, NULL)
#define TEST_MESSAGE(message) UnityMessage((message), __LINE__)
#define TEST_ONLY()
#ifdef UNITY_INCLUDE_PRINT_FORMATTED
#define TEST_PRINTF(message, ...) UnityPrintF(__LINE__, (message), ##__VA_ARGS__)
#endif
/* It is not necessary for you to call PASS. A PASS condition is assumed if nothing fails.
* This method allows you to abort a test immediately with a PASS state, ignoring the remainder of the test. */
#define TEST_PASS() TEST_ABORT()
#define TEST_PASS_MESSAGE(message) do { UnityMessage((message), __LINE__); TEST_ABORT(); } while (0)
/*-------------------------------------------------------
* Build Directives
*-------------------------------------------------------
* These macros do nothing, but they are useful for additional build context.
* Tools (like Ceedling) can scan for these directives and make use of them for
* per-test-executable #include search paths and linking. */
/* Add source files to a test executable's compilation and linking. Ex: TEST_SOURCE_FILE("sandwiches.c") */
#define TEST_SOURCE_FILE(a)
/* Customize #include search paths for a test executable's compilation. Ex: TEST_INCLUDE_PATH("src/module_a/inc") */
#define TEST_INCLUDE_PATH(a)
/*-------------------------------------------------------
* Test Asserts (simple)
*-------------------------------------------------------*/
/* Boolean */
#define TEST_ASSERT(condition) UNITY_TEST_ASSERT( (condition), __LINE__, " Expression Evaluated To FALSE")
#define TEST_ASSERT_TRUE(condition) UNITY_TEST_ASSERT( (condition), __LINE__, " Expected TRUE Was FALSE")
#define TEST_ASSERT_UNLESS(condition) UNITY_TEST_ASSERT( !(condition), __LINE__, " Expression Evaluated To TRUE")
#define TEST_ASSERT_FALSE(condition) UNITY_TEST_ASSERT( !(condition), __LINE__, " Expected FALSE Was TRUE")
#define TEST_ASSERT_NULL(pointer) UNITY_TEST_ASSERT_NULL( (pointer), __LINE__, " Expected NULL")
#define TEST_ASSERT_NOT_NULL(pointer) UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, " Expected Non-NULL")
#define TEST_ASSERT_EMPTY(pointer) UNITY_TEST_ASSERT_EMPTY( (pointer), __LINE__, " Expected Empty")
#define TEST_ASSERT_NOT_EMPTY(pointer) UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, " Expected Non-Empty")
/* Integers (of all sizes) */
#define TEST_ASSERT_EQUAL_INT(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT8(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT16(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT32(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT64(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT8(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT16(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT32(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT64(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_size_t(expected, actual) UNITY_TEST_ASSERT_EQUAL_UINT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX8(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX16(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX32(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX64(expected, actual) UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_CHAR(expected, actual) UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS(mask, expected, actual) UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS_HIGH(mask, actual) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
#define TEST_ASSERT_BITS_LOW(mask, actual) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT)(0), (actual), __LINE__, NULL)
#define TEST_ASSERT_BIT_HIGH(bit, actual) UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(-1), (actual), __LINE__, NULL)
#define TEST_ASSERT_BIT_LOW(bit, actual) UNITY_TEST_ASSERT_BITS(((UNITY_UINT)1 << (bit)), (UNITY_UINT)(0), (actual), __LINE__, NULL)
/* Integer Not Equal To (of all sizes) */
#define TEST_ASSERT_NOT_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
/* Integer Greater Than/ Less Than (of all sizes) */
#define TEST_ASSERT_GREATER_THAN(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_INT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_UINT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_size_t(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX8(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX16(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX32(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_HEX64(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_CHAR(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_INT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_UINT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_size_t(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_HEX64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_CHAR(threshold, actual) UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_INT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_UINT64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_size_t(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX8(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX16(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX32(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_HEX64(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_CHAR(threshold, actual) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, NULL)
/* Integer Ranges (of all sizes) */
#define TEST_ASSERT_INT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_INT64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_UINT64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_size_t_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX8_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX16_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX32_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_HEX64_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_CHAR_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, NULL)
/* Integer Array Ranges (of all sizes) */
#define TEST_ASSERT_INT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_INT64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_UINT64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_size_t_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX8_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX16_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX32_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_HEX64_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
#define TEST_ASSERT_CHAR_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, NULL)
/* Structs and Strings */
#define TEST_ASSERT_EQUAL_PTR(expected, actual) UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING(expected, actual) UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING_LEN(expected, actual, len) UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_MEMORY(expected, actual, len) UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, NULL)
/* Arrays */
#define TEST_ASSERT_EQUAL_INT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_INT64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_UINT64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_size_t_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX8_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX16_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX32_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_HEX64_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_PTR_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_STRING_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_MEMORY_ARRAY(expected, actual, len, num_elements) UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_CHAR_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
/* Arrays Compared To Single Value */
#define TEST_ASSERT_EACH_EQUAL_INT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_INT64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_UINT64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_size_t(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX8(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX16(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX32(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_HEX64(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_PTR(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_STRING(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_MEMORY(expected, actual, len, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_CHAR(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, NULL)
/* Floating Point (If Enabled) */
#define TEST_ASSERT_FLOAT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_NOT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_FLOAT_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_FLOAT(expected, actual) UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_FLOAT(expected, actual) UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_FLOAT_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_FLOAT(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_FLOAT(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_FLOAT(threshold, actual) UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT(threshold, actual) UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NEG_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NAN(actual) UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_DETERMINATE(actual) UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_NAN(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE(actual) UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
/* Double (If Enabled) */
#define TEST_ASSERT_DOUBLE_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_NOT_WITHIN(delta, expected, actual) UNITY_TEST_ASSERT_DOUBLE_NOT_WITHIN((delta), (expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_DOUBLE(expected, actual) UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL_DOUBLE(expected, actual) UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN(delta, expected, actual, num_elements) UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY(expected, actual, num_elements) UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_EACH_EQUAL_DOUBLE(expected, actual, num_elements) UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, NULL)
#define TEST_ASSERT_GREATER_THAN_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_THAN_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE(threshold, actual) UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NEG_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NAN(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_DETERMINATE(actual) UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_NAN(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, NULL)
#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE(actual) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, NULL)
/* Shorthand */
#ifdef UNITY_SHORTHAND_AS_OLD
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
#endif
#ifdef UNITY_SHORTHAND_AS_INT
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_MEM
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, NULL)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_RAW
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, " Expected Equal")
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, " Expected Not-Equal")
#endif
#ifdef UNITY_SHORTHAND_AS_NONE
#define TEST_ASSERT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#define TEST_ASSERT_NOT_EQUAL(expected, actual) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
/*-------------------------------------------------------
* Test Asserts (with additional messages)
*-------------------------------------------------------*/
/* Boolean */
#define TEST_ASSERT_MESSAGE(condition, message) UNITY_TEST_ASSERT( (condition), __LINE__, (message))
#define TEST_ASSERT_TRUE_MESSAGE(condition, message) UNITY_TEST_ASSERT( (condition), __LINE__, (message))
#define TEST_ASSERT_UNLESS_MESSAGE(condition, message) UNITY_TEST_ASSERT( !(condition), __LINE__, (message))
#define TEST_ASSERT_FALSE_MESSAGE(condition, message) UNITY_TEST_ASSERT( !(condition), __LINE__, (message))
#define TEST_ASSERT_NULL_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NULL( (pointer), __LINE__, (message))
#define TEST_ASSERT_NOT_NULL_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NOT_NULL((pointer), __LINE__, (message))
#define TEST_ASSERT_EMPTY_MESSAGE(pointer, message) UNITY_TEST_ASSERT_EMPTY( (pointer), __LINE__, (message))
#define TEST_ASSERT_NOT_EMPTY_MESSAGE(pointer, message) UNITY_TEST_ASSERT_NOT_EMPTY((pointer), __LINE__, (message))
/* Integers (of all sizes) */
#define TEST_ASSERT_EQUAL_INT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT8((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT16((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT64((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT8( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT16( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT32( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT64( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_size_t_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_UINT( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX8_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX8( (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX16_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX16((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX32_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX32((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX64_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_HEX64((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_MESSAGE(mask, expected, actual, message) UNITY_TEST_ASSERT_BITS((mask), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_HIGH_MESSAGE(mask, actual, message) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
#define TEST_ASSERT_BITS_LOW_MESSAGE(mask, actual, message) UNITY_TEST_ASSERT_BITS((mask), (UNITY_UINT32)(0), (actual), __LINE__, (message))
#define TEST_ASSERT_BIT_HIGH_MESSAGE(bit, actual, message) UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(-1), (actual), __LINE__, (message))
#define TEST_ASSERT_BIT_LOW_MESSAGE(bit, actual, message) UNITY_TEST_ASSERT_BITS(((UNITY_UINT32)1 << (bit)), (UNITY_UINT32)(0), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_CHAR_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_CHAR((expected), (actual), __LINE__, (message))
/* Integer Not Equal To (of all sizes) */
#define TEST_ASSERT_NOT_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
/* Integer Greater Than/ Less Than (of all sizes) */
#define TEST_ASSERT_GREATER_THAN_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_THAN_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_INT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_INT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_UINT64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_size_t_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_UINT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX8_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX8((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX16_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX16((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX32_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX32((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_HEX64_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_HEX64((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_CHAR_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_SMALLER_OR_EQUAL_CHAR((threshold), (actual), __LINE__, (message))
/* Integer Ranges (of all sizes) */
#define TEST_ASSERT_INT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_INT64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_INT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_UINT64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_size_t_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_UINT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX8_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX8_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX16_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX16_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX32_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX32_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_HEX64_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_HEX64_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_CHAR_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_CHAR_WITHIN((delta), (expected), (actual), __LINE__, (message))
/* Integer Array Ranges (of all sizes) */
#define TEST_ASSERT_INT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_INT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_INT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_UINT64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_size_t_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_UINT_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX8_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX8_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX16_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX16_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX32_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX32_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_HEX64_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_HEX64_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
#define TEST_ASSERT_CHAR_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_CHAR_ARRAY_WITHIN((delta), (expected), (actual), num_elements, __LINE__, (message))
/* Structs and Strings */
#define TEST_ASSERT_EQUAL_PTR_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_PTR((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_STRING((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_LEN_MESSAGE(expected, actual, len, message) UNITY_TEST_ASSERT_EQUAL_STRING_LEN((expected), (actual), (len), __LINE__, (message))
#define TEST_ASSERT_EQUAL_MEMORY_MESSAGE(expected, actual, len, message) UNITY_TEST_ASSERT_EQUAL_MEMORY((expected), (actual), (len), __LINE__, (message))
/* Arrays */
#define TEST_ASSERT_EQUAL_INT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_INT64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_INT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_UINT64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_size_t_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_UINT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX8_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX8_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX16_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX16_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX32_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX32_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_HEX64_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_HEX64_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_PTR_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_PTR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_STRING_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_STRING_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_MEMORY_ARRAY_MESSAGE(expected, actual, len, num_elements, message) UNITY_TEST_ASSERT_EQUAL_MEMORY_ARRAY((expected), (actual), (len), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_CHAR_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_CHAR_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
/* Arrays Compared To Single Value*/
#define TEST_ASSERT_EACH_EQUAL_INT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_INT64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_INT64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_UINT64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_size_t_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_UINT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX8_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX8((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX16_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX16((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX32_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX32((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_HEX64_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_HEX64((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_PTR_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_PTR((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_STRING_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_STRING((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_MEMORY_MESSAGE(expected, actual, len, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_MEMORY((expected), (actual), (len), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_CHAR_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_CHAR((expected), (actual), (num_elements), __LINE__, (message))
/* Floating Point (If Enabled) */
#define TEST_ASSERT_FLOAT_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_FLOAT_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_FLOAT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_FLOAT_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_FLOAT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_FLOAT_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_FLOAT_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_FLOAT_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_FLOAT_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_FLOAT((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_THAN_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_FLOAT_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_OR_EQUAL_FLOAT((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_DETERMINATE((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_FLOAT_IS_NOT_DETERMINATE((actual), __LINE__, (message))
/* Double (If Enabled) */
#define TEST_ASSERT_DOUBLE_WITHIN_MESSAGE(delta, expected, actual, message) UNITY_TEST_ASSERT_DOUBLE_WITHIN((delta), (expected), (actual), __LINE__, (message))
#define TEST_ASSERT_EQUAL_DOUBLE_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_DOUBLE_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_NOT_EQUAL_DOUBLE((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_ARRAY_WITHIN_MESSAGE(delta, expected, actual, num_elements, message) UNITY_TEST_ASSERT_DOUBLE_ARRAY_WITHIN((delta), (expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EQUAL_DOUBLE_ARRAY_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EQUAL_DOUBLE_ARRAY((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_EACH_EQUAL_DOUBLE_MESSAGE(expected, actual, num_elements, message) UNITY_TEST_ASSERT_EACH_EQUAL_DOUBLE((expected), (actual), (num_elements), __LINE__, (message))
#define TEST_ASSERT_GREATER_THAN_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_GREATER_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_THAN_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_THAN_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_LESS_OR_EQUAL_DOUBLE_MESSAGE(threshold, actual, message) UNITY_TEST_ASSERT_LESS_OR_EQUAL_DOUBLE((threshold), (actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_DETERMINATE((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NEG_INF((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_NAN_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_NAN((actual), __LINE__, (message))
#define TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE_MESSAGE(actual, message) UNITY_TEST_ASSERT_DOUBLE_IS_NOT_DETERMINATE((actual), __LINE__, (message))
/* Shorthand */
#ifdef UNITY_SHORTHAND_AS_OLD
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, (message))
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, (message))
#endif
#ifdef UNITY_SHORTHAND_AS_INT
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_INT((expected), (actual), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_MEM
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT_EQUAL_MEMORY((&expected), (&actual), sizeof(expected), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
#ifdef UNITY_SHORTHAND_AS_RAW
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) == (actual)), __LINE__, message)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_ASSERT(((expected) != (actual)), __LINE__, message)
#endif
#ifdef UNITY_SHORTHAND_AS_NONE
#define TEST_ASSERT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#define TEST_ASSERT_NOT_EQUAL_MESSAGE(expected, actual, message) UNITY_TEST_FAIL(__LINE__, UnityStrErrShorthand)
#endif
/* end of UNITY_FRAMEWORK_H */
#ifdef __cplusplus
}
#endif
#endif
File diff suppressed because it is too large. Load diff
+6 -2
View File
@@ -1,9 +1,13 @@
#include "input.h"
#include <string.h>
#include <ctype.h>
#include <string.h>
// TODO:
// eine Funktion implementieren, die ein einzelnes Wort aus einer Textdatei (words.txt) einliest und als C-String zurückgibt.
// eine Funktion implementieren, die ein einzelnes Wort aus einer Textdatei
// (words.txt) einliest und als C-String zurückgibt.
// Bedingungen, die in main.c geprüft werden:
// - existiert die angegebene Datei
// Read words from file and store in 'words' array
int readWords(FILE *file, char words[][MAX_WORD_LEN], unsigned int maxWordCount)
+8
View File
@@ -0,0 +1,8 @@
<?xml version="1.0" encoding="UTF-8"?>
<module type="CPP_MODULE" version="4">
<component name="NewModuleRootManager">
<content url="file://$MODULE_DIR$" />
<orderEntry type="inheritedJdk" />
<orderEntry type="sourceFolder" forTests="false" />
</component>
</module>
+344
View File
@@ -0,0 +1,344 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="BackendCodeEditorSettings">
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CDeclarationWithImplicitIntType/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CommentTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=ConstevalIfIsAlwaysConstant/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractClassWithoutSpecifier/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractFinalClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractVirtualFunctionCallInCtor/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAccessSpecifierWithNoDeclarations/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAwaiterTypeIsNotClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBooleanIncrementExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatBadCode/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatLegacyCode/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatMixedArgs/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatTooFewArgs/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatTooManyArgs/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCStyleCast/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCVQualifierCanNotBeAppliedToReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassCanBeFinal/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassIsIncomplete/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassNeedsConstructorBecauseOfUninitializedMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCompileTimeConstantCanBeReplacedWithBooleanConstant/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConceptNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConditionalExpressionCanBeSimplified/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConstParameterInDeclaration/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConstValueFunctionReturnType/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCoroutineCallResolveError/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAArrayIndexOutOfBounds/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAConstantConditions/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAConstantFunctionResult/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAConstantParameter/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFADeletedPointer/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAEndlessLoop/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAInfiniteRecursion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAInvalidatedMemory/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFALocalValueEscapesFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFALocalValueEscapesScope/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFALoopConditionNotUpdated/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAMemoryLeak/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFANotInitializedField/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFANullDereference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFATimeOver/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnreachableCode/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnreachableFunctionCall/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnreadVariable/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDFAUnusedValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationHidesLocal/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationHidesUncapturedLocal/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationSpecifierWithoutDeclarators/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorDisambiguatedAsFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorUsedBeforeInitialization/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultCaseNotHandledInSwitchStatement/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultInitializationWithNoUserConstructor/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultIsUsedAsIdentifier/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultedSpecialMemberFunctionIsImplicitlyDeleted/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeletingVoidPointer/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDependentTemplateWithoutTemplateKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDependentTypeWithoutTypenameKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeprecatedEntity/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeprecatedOverridenMethod/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeprecatedRegisterStorageClassSpecifier/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDereferenceOperatorLimitExceeded/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDiscardedPostfixOperatorResult/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDoxygenSyntaxError/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDoxygenUndocumentedParameter/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDoxygenUnresolvedReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEmptyDeclaration/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceCVQualifiersOrder/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceCVQualifiersPlacement/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceDoStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceForStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceFunctionDeclarationStyle/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceIfStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceNestedNamespacesStyle/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceOverridingDestructorStyle/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceOverridingFunctionStyle/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceTypeAliasCodeStyle/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnforceWhileStatementBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEntityAssignedButNoRead/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEntityUsedOnlyInUnevaluatedContext/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEnumeratorNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEqualOperandsInBinaryExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEvaluationFailure/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppExplicitSpecializationInNonNamespaceScope/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppExpressionWithoutSideEffects/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFinalFunctionInFinalClass/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFinalNonOverridingVirtualFunction/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppForLoopCanBeReplacedWithWhile/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppForwardEnumDeclarationWithoutUnderlyingType/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionDoesntReturnValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionIsNotImplemented/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionResultShouldBeUsed/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionalStyleCast/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHeaderHasBeenAlreadyIncluded/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHiddenFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHidingFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIdenticalOperandsInBinaryExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIfCanBeReplacedByConstexprIf/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppImplicitDefaultConstructorNotAvailable/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIncompatiblePointerConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIncompleteSwitchStatement/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppInconsistentNaming/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIntegralToPointerConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppInvalidLineContinuation/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppJoinDeclarationAndAssignment/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLambdaCaptureNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableMayBeConst/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableMightNotBeInitialized/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableWithNonTrivialDtorIsNeverUsed/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLongFloat/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberFunctionMayBeConst/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberFunctionMayBeStatic/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberInitializersOrder/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMismatchedClassTags/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMissingIncludeGuard/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMissingKeywordThrow/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtAddressOfClassRValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtBindingRValueToLvalueReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtCopyElisionInCopyInitDeclarator/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtDoubleUserConversionInCopyInit/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtNotInitializedStaticConstLocalVar/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMsExtReinterpretCastFromNullptr/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMultiCharacterLiteral/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMultiCharacterWideLiteral/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMustBePublicVirtualToImplementInterface/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMutableSpecifierOnReferenceMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNoDiscardExpression/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNodiscardFunctionWithoutReturnValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExceptionSafeResourceAcquisition/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExplicitConversionOperator/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExplicitConvertingConstructor/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonInlineFunctionDefinitionInHeaderFile/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonInlineVariableDefinitionInHeaderFile/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNotAllPathsReturnValue/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppObjectMemberMightNotBeInitialized/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppOutParameterMustBeWritten/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterMayBeConst/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterMayBeConstPtrOrRef/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterNamesMismatch/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterNeverUsed/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPassValueParameterByConstReference/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPointerConversionDropsQualifiers/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPointerToIntegralConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPolymorphicClassWithNonVirtualPublicDestructor/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyErroneousEmptyStatements/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyUninitializedMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyUnintendedObjectSlicing/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrecompiledHeaderIsNotIncluded/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrecompiledHeaderNotFound/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfBadFormat/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfExtraArg/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfMissedArg/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfRiskyFormat/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrivateSpecialMemberFunctionIsNotImplemented/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRangeBasedForIncompatibleReference/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedefinitionOfDefaultArgumentInOverrideFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantAccessSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantBaseClassAccessSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantBaseClassInitializer/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantBooleanExpressionArgument/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantCastExpression/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantComplexityInComparison/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantConditionalExpression/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantConstSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantControlFlowJump/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantDereferencingAndTakingAddress/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantElaboratedTypeSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantElseKeyword/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantElseKeywordInsideCompoundStatement/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantEmptyDeclaration/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantEmptyStatement/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantExportKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantFwdClassOrEnumSpecifier/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantInlineSpecifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantLambdaParameterList/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantMemberInitializer/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantNamespaceDefinition/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantParentheses/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantQualifier/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantQualifierADL/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantStaticSpecifierOnMemberAllocationFunction/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantStaticSpecifierOnThreadLocalLocalVariable/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantTemplateArguments/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantTemplateKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantTypenameKeyword/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantVoidArgumentList/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantZeroInitializerInAggregateInitialization/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReinterpretCastFromVoidPtr/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRemoveRedundantBraces/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReplaceMemsetWithZeroInitialization/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReplaceTieWithStructuredBinding/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReturnNoValueInNonVoidFunction/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSmartPointerVsMakeFunction/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSomeObjectMembersMightNotBeInitialized/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSpecialFunctionWithoutNoexceptSpecification/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStaticAssertFailure/@EntryIndexedValue" value="ERROR" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStaticDataMemberInUnnamedStruct/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStaticSpecifierOnAnonymousNamespaceMember/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStringLiteralToCharPointerConversion/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTabsAreDisallowed/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTemplateArgumentsCanBeDeduced/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTemplateParameterNeverUsed/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTemplateParameterShadowing/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppThrowExpressionCanBeReplacedWithRethrow/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTooWideScope/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTooWideScopeInitStatement/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTypeAliasNeverUsed/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUninitializedDependentBaseClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUninitializedNonStaticDataMember/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnionMemberOfReferenceType/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnmatchedPragmaEndRegionDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnmatchedPragmaRegionDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnnamedNamespaceInHeaderFile/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnnecessaryWhitespace/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnsignedZeroComparison/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUnusedIncludeDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAlgorithmWithCount/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAssociativeContains/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAuto/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAutoForNumeric/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseElementsView/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseEraseAlgorithm/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseFamiliarTemplateSyntaxForGenericLambdas/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseRangeAlgorithm/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseStdSize/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseStructuredBinding/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseTypeTraitAlias/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUserDefinedLiteralSuffixDoesNotStartWithUnderscore/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUsingResultOfAssignmentAsCondition/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVariableCanBeMadeConstexpr/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVirtualFunctionCallInsideCtor/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVirtualFunctionInFinalClass/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVolatileParameterInDeclaration/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppWarningDirective/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppWrongIncludesOrder/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppWrongSlashesInIncludeDirective/@EntryIndexedValue" value="HINT" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppZeroConstantCanBeReplacedWithNullptr/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppZeroValuedExpressionUsedAsNullPointer/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=IdentifierTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=IfStdIsConstantEvaluatedCanBeReplaced/@EntryIndexedValue" value="SUGGESTION" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StdIsConstantEvaluatedWillAlwaysEvaluateToConstant/@EntryIndexedValue" value="WARNING" type="string" />
<option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StringLiteralTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppClangFormat/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_ARGUMENT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_BINARY_EXPRESSIONS_CHAIN/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_CALLS_CHAIN/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXPRESSION/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXTENDS_LIST/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_FOR_STMT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_PARAMETER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_ARGUMENT/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_PARAMETER/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTIPLE_DECLARATION/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_TERNARY/@EntryValue" value="ALIGN_ALL" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ANONYMOUS_METHOD_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_CLASS_DEFINITION/@EntryValue" value="1" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_DECLARATIONS/@EntryValue" value="0" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DECLARATION/@EntryValue" value="1" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DEFINITION/@EntryValue" value="1" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BREAK_TEMPLATE_DECLARATION/@EntryValue" value="LINE_BREAK" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CASE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CONTINUOUS_LINE_INDENT/@EntryValue" value="Double" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/FREE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_ACCESS_SPECIFIERS_FROM_CLASS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CASE_FROM_SWITCH/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CLASS_MEMBERS_FROM_ACCESS_SPECIFIERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_COMMENT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_SIZE/@EntryValue" value="4" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_STYLE/@EntryValue" value="Space" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INITIALIZER_BRACES/@EntryValue" value="END_OF_LINE_NO_SPACE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INT_ALIGN_EQ/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INVOCABLE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_CODE/@EntryValue" value="2" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_DECLARATIONS/@EntryValue" value="2" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_USER_LINEBREAKS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/LINE_BREAK_AFTER_COLON_IN_MEMBER_INITIALIZER_LISTS/@EntryValue" value="ON_SINGLE_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/MEMBER_INITIALIZER_LIST_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_INDENTATION/@EntryValue" value="All" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/OTHER_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_CATCH_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_ELSE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_NAMESPACE_DEFINITIONS_ON_SAME_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_WHILE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SIMPLE_BLOCK_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_PARAMS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_COLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_SEMICOLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_METHOD/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_NESTED_DECLARATOR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_METHOD/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_UNARY_OPERATOR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_COLON/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_SEMICOLON/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_METHOD/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_METHOD/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BETWEEN_CLOSING_ANGLE_BRACKETS_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_ARRAY_ACCESS_BRACKETS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_DECLARATION_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_BLOCKS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_METHOD_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPECIAL_ELSE_IF_TREATMENT/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TAB_WIDTH/@EntryValue" value="4" type="int" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TYPE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_BINARY_OPSIGN/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_ARGUMENTS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_TERNARY_OPSIGNS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_PARAMETERS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/EditorConfig/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
</component>
</project>
+8
View File
@@ -0,0 +1,8 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ProjectModuleManager">
<modules>
<module fileurl="file://$PROJECT_DIR$/.idea/Start_Mac.iml" filepath="$PROJECT_DIR$/.idea/Start_Mac.iml" />
</modules>
</component>
</project>
+6
View File
@@ -0,0 +1,6 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="VcsDirectoryMappings">
<mapping directory="$PROJECT_DIR$/../.." vcs="Git" />
</component>
</project>