mcDandy-more_math/more_math/Parser/MathExpr.g4

grammar MathExpr;

// Top-level expression, with operator precedence (lowest to highest)
expr
    : atom | compExpr
    ;

compExpr
    : compExpr GT addExpr # GtExp
    | compExpr GE addExpr # GeExp
    | compExpr LT addExpr # LtExp
    | compExpr LE addExpr # LeExp
    | compExpr EQ addExpr # EqExp
    | compExpr NE addExpr # NeExp
    | addExpr # ToAdd
    ;

addExpr
    : addExpr PLUS mulExpr    # AddExp
    | addExpr MINUS mulExpr   # SubExp
    | mulExpr                 # ToMul
    ;

mulExpr
    : mulExpr MULT powExpr    # MulExp
    | mulExpr DIV powExpr     # DivExp
    | mulExpr MOD powExpr     # ModExp
    | powExpr                 # ToPow
    ;

powExpr
    : unaryExpr POW powExpr   # PowExp
    | unaryExpr               # ToUnary
    ;

unaryExpr
    : PLUS unaryExpr          # UnaryPlus
    | MINUS unaryExpr         # UnaryMinus
    | atom                    # ToAtom
    ;

// Atoms: function calls, variable, number, constant, or parenthesized expression
atom
    : func1                  # Func1Exp
    | func2                  # Func2Exp
    | func3                  # Func3Exp
    | func4                  # Func4Exp
    | funcN                  # FuncNExp
    | VARIABLE               # VariableExp
    | NUMBER                 # NumberExp
    | CONSTANT               # ConstantExp
    | LPAREN expr RPAREN     # ParenExp
    | PIPE expr PIPE         # AbsExp
    | LBRACKET expr (COMMA expr)* RBRACKET # ListExp
    ;

// Single-argument functions
func1
    : SIN   LPAREN expr RPAREN     # SinFunc
    | COS   LPAREN expr RPAREN     # CosFunc
    | TAN   LPAREN expr RPAREN     # TanFunc
    | ASIN  LPAREN expr RPAREN     # AsinFunc
    | ACOS  LPAREN expr RPAREN     # AcosFunc
    | ATAN  LPAREN expr RPAREN     # AtanFunc
    | SINH  LPAREN expr RPAREN     # SinhFunc
    | COSH  LPAREN expr RPAREN     # CoshFunc
    | TANH  LPAREN expr RPAREN     # TanhFunc
    | ASINH LPAREN expr RPAREN     # AsinhFunc
    | ACOSH LPAREN expr RPAREN     # AcoshFunc
    | ATANH LPAREN expr RPAREN     # AtanhFunc
    | ABS   LPAREN expr RPAREN     # AbsFunc
    | SQRT  LPAREN expr RPAREN     # SqrtFunc
    | LN    LPAREN expr RPAREN     # LnFunc
    | LOG   LPAREN expr RPAREN     # LogFunc
    | EXP   LPAREN expr RPAREN     # ExpFunc
    | TNORM  LPAREN expr RPAREN    # TNormFunc
    | SNORM  LPAREN expr RPAREN    # SNormFunc
    | FLOOR LPAREN expr RPAREN     # FloorFunc
    | CEIL  LPAREN expr RPAREN     # CeilFunc
    | ROUND LPAREN expr RPAREN     # RoundFunc
    | GAMMA LPAREN expr RPAREN     # GammaFunc
    | SIGM  LPAREN expr RPAREN     # sigmoidFunc
    | SFFT  LPAREN expr RPAREN     # sfftFunc
    | SIFFT  LPAREN expr RPAREN    # sifftFunc
    | ANGL  LPAREN expr RPAREN     # anglFunc
    | PRNT  LPAREN expr RPAREN     # printFunc
    | FRACT LPAREN expr RPAREN     # FractFunc
    | RELU  LPAREN expr RPAREN     # ReluFunc
    | SOFTPLUS LPAREN expr RPAREN  # SoftplusFunc
    | GELU  LPAREN expr RPAREN     # GeluFunc
    | SIGN  LPAREN expr RPAREN     # SignFunc
    | PRINT_SHAPE    LPAREN expr RPAREN # PrintShapeFunc
    | PINV    LPAREN expr RPAREN        # PinvFunc
    | SUM     LPAREN expr RPAREN        # SumFunc
    | MEAN    LPAREN expr RPAREN        # MeanFunc
    | STD     LPAREN expr RPAREN        # StdFunc
    | VAR     LPAREN expr RPAREN        # VarFunc
    | MEDIAN  LPAREN expr RPAREN        # MedianFunc
    ;

// Two-argument functions
func2
    : POWE   LPAREN expr COMMA expr RPAREN   # PowFunc
    | ATAN2 LPAREN expr COMMA expr RPAREN   # Atan2Func
    | TMIN   LPAREN expr COMMA expr RPAREN   # TMinFunc
    | TMAX   LPAREN expr COMMA expr RPAREN   # TMaxFunc
    | STEP   LPAREN expr COMMA expr RPAREN   # StepFunc
    | TOPK   LPAREN expr COMMA expr RPAREN   # TopkFunc
    | BOTK   LPAREN expr COMMA expr RPAREN   # BotkFunc
    | DOT    LPAREN expr COMMA expr RPAREN   # DotFunc
    ;

func3
    : CLAMP      LPAREN expr COMMA expr COMMA expr RPAREN   # ClampFunc
    | LERP       LPAREN expr COMMA expr COMMA expr RPAREN   # LerpFunc
    | SMOOTHSTEP LPAREN expr COMMA expr COMMA expr RPAREN   # SmoothstepFunc
    | RANGE      LPAREN expr COMMA expr COMMA expr RPAREN   # RangeFunc
    ;

func4
    : SWAP   LPAREN expr COMMA expr COMMA expr COMMA expr RPAREN   # SwapFunc
    ;

// N-argument functions
funcN
    : SMIN   LPAREN expr (COMMA expr)* RPAREN   # SMinFunc
    | SMAX   LPAREN expr (COMMA expr)* RPAREN   # SMaxFunc
    | MAP    LPAREN expr (COMMA expr)+ RPAREN   # MapFunc
    | EZCONV LPAREN expr (COMMA expr)+ RPAREN   # EzConvFunc
    | CONV   LPAREN expr (COMMA expr)+ RPAREN   # ConvFunc
    | PERM   LPAREN expr COMMA expr RPAREN      # PermuteFunc
    | RESHAPE LPAREN expr COMMA expr RPAREN     # ReshapeFunc
    ;

// LEXER RULES

SIN   : 'sin';
COS   : 'cos';
TAN   : 'tan';
ASIN  : 'asin';
ACOS  : 'acos';
ATAN  : 'atan';
ATAN2 : 'atan2';
SINH  : 'sinh';
COSH  : 'cosh';
TANH  : 'tanh';
ASINH : 'asinh';
ACOSH : 'acosh';
ATANH : 'atanh';
ABS   : 'abs';
SQRT  : 'sqrt';
LN    : 'ln';
LOG   : 'log';
EXP   : 'exp';
SMIN   : 'smin';
SMAX   : 'smax';
TMIN   : 'tmin';
TMAX   : 'tmax';
TNORM  : 'tnorm';
SNORM  : 'snorm';
FLOOR : 'floor';
CEIL  : 'ceil';
ROUND : 'round';
GAMMA : 'gamma';
POWE   : 'pow';
SIGM  : 'sigm';
CLAMP : 'clamp';
SFFT : 'fft';
SIFFT : 'ifft';
ANGL : 'angle';
PRNT : 'print';
PRINT_SHAPE : 'print_shape' | 'pshp';
LERP : 'lerp';
STEP : 'step';
SMOOTHSTEP : 'smoothstep';
FRACT : 'fract';
RELU : 'relu';
SOFTPLUS : 'softplus';
GELU : 'gelu';
SIGN : 'sign';
MAP : 'map';
EZCONV : 'ezconvolution' | 'ezconv';
CONV : 'convolution' | 'conv';
SWAP : 'swap';
PERM : 'permute' | 'perm';
RESHAPE : 'reshape' | 'rshp';
RANGE : 'range';
TOPK : 'topk';
BOTK : 'botk';
PINV : 'pinv';

PLUS        : '+';
MINUS       : '-';
MULT        : '*';
DIV         : '/';
MOD         : '%';
POW         : '^';

GE          : '>=';
GT          : '>';
LE          : '<=';
LT          : '<';
EQ          : '==';
NE          : '!=';
PIPE        : '|';
LPAREN      : '(';
RPAREN      : ')';
COMMA       : ',';
LBRACKET    : '[';
RBRACKET    : ']';

CONSTANT    : ('pi'|'PI'|'e'|'E');
NUMBER      : [0-9]+ ('.' [0-9]+)?;
VARIABLE    : [a-zA-Z_] [a-zA-Z_0-9]*;
WS          : [ \t\r\n]+ -> skip;