%YAML 1.2 --- scalar_functions: - name: "add" description: "Add two values." impls: - args: - name: x value: i8 - name: y value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i8 - args: - name: x value: i16 - name: y value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i16 - args: - name: x value: i32 - name: y value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - value: i64 - value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 - name: y value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 - name: y value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "subtract" description: "Subtract one value from another." impls: - args: - name: x value: i8 - name: y value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i8 - args: - name: x value: i16 - name: y value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i16 - args: - name: x value: i32 - name: y value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - name: x value: i64 - name: y value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 - name: y value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 - name: y value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "multiply" description: "Multiply two values." impls: - args: - name: x value: i8 - name: y value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i8 - args: - name: x value: i16 - name: y value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i16 - args: - name: x value: i32 - name: y value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - name: x value: i64 - name: y value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 - name: y value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 - name: y value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "divide" description: > Divide x by y. In the case of integer division, partial values are truncated (i.e. rounded towards 0). The `on_division_by_zero` option governs behavior in cases where y is 0 and x is not 0. `LIMIT` means positive or negative infinity (depending on the sign of x and y). If x and y are both 0 or both +/-infinity, behavior will be governed by `on_domain_error`. impls: - args: - name: x value: i8 - name: y value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i8 - args: - name: x value: i16 - name: y value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i16 - args: - name: x value: i32 - name: y value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - name: x value: i64 - name: y value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 - name: y value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] on_division_by_zero: values: [ LIMIT, NAN, ERROR ] return: fp32 - args: - name: x value: fp64 - name: y value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] on_division_by_zero: values: [ LIMIT, NAN, ERROR ] return: fp64 - name: "negate" description: "Negation of the value" impls: - args: - name: x value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i8 - args: - name: x value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i16 - args: - name: x value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - name: x value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 return: fp32 - args: - name: x value: fp64 return: fp64 - name: "modulus" description: > Calculate the remainder (r) when dividing dividend (x) by divisor (y). In mathematics, many conventions for the modulus (mod) operation exists. The result of a mod operation depends on the software implementation and underlying hardware. Substrait is a format for describing compute operations on structured data and designed for interoperability. Therefore the user is responsible for determining a definition of division as defined by the quotient (q). The following basic conditions of division are satisfied: (1) q ∈ ℤ (the quotient is an integer) (2) x = y * q + r (division rule) (3) abs(r) < abs(y) where q is the quotient. The `division_type` option determines the mathematical definition of quotient to use in the above definition of division. When `division_type`=TRUNCATE, q = trunc(x/y). When `division_type`=FLOOR, q = floor(x/y). In the cases of TRUNCATE and FLOOR division: remainder r = x - round_func(x/y) The `on_domain_error` option governs behavior in cases where y is 0, y is +/-inf, or x is +/-inf. In these cases the mod is undefined. The `overflow` option governs behavior when integer overflow occurs. If x and y are both 0 or both +/-infinity, behavior will be governed by `on_domain_error`. impls: - args: - name: x value: i8 - name: y value: i8 options: division_type: values: [ TRUNCATE, FLOOR ] overflow: values: [ SILENT, SATURATE, ERROR ] on_domain_error: values: [ "NULL", ERROR ] return: i8 - args: - name: x value: i16 - name: y value: i16 options: division_type: values: [ TRUNCATE, FLOOR ] overflow: values: [ SILENT, SATURATE, ERROR ] on_domain_error: values: [ "NULL", ERROR ] return: i16 - args: - name: x value: i32 - name: y value: i32 options: division_type: values: [ TRUNCATE, FLOOR ] overflow: values: [ SILENT, SATURATE, ERROR ] on_domain_error: values: [ "NULL", ERROR ] return: i32 - args: - name: x value: i64 - name: y value: i64 options: division_type: values: [ TRUNCATE, FLOOR ] overflow: values: [ SILENT, SATURATE, ERROR ] on_domain_error: values: [ "NULL", ERROR ] return: i64 - name: "power" description: "Take the power with x as the base and y as exponent." impls: - args: - name: x value: i64 - name: y value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 - name: y value: fp32 return: fp32 - args: - name: x value: fp64 - name: y value: fp64 return: fp64 - name: "sqrt" description: "Square root of the value" impls: - args: - name: x value: i64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - name: "exp" description: "The mathematical constant e, raised to the power of the value." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "cos" description: "Get the cosine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "sin" description: "Get the sine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "tan" description: "Get the tangent of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "cosh" description: "Get the hyperbolic cosine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "sinh" description: "Get the hyperbolic sine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "tanh" description: "Get the hyperbolic tangent of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "acos" description: "Get the arccosine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - name: "asin" description: "Get the arcsine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - name: "atan" description: "Get the arctangent of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "acosh" description: "Get the hyperbolic arccosine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - name: "asinh" description: "Get the hyperbolic arcsine of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "atanh" description: "Get the hyperbolic arctangent of a value in radians." impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - name: "atan2" description: "Get the arctangent of values given as x/y pairs." impls: - args: - name: x value: fp32 - name: y value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - args: - name: x value: fp64 - name: y value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] on_domain_error: values: [ NAN, ERROR ] return: fp64 - name: "radians" description: > Converts angle `x` in degrees to radians. impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "degrees" description: > Converts angle `x` in radians to degrees. impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] return: fp64 - name: "abs" description: > Calculate the absolute value of the argument. Integer values allow the specification of overflow behavior to handle the unevenness of the twos complement, e.g. Int8 range [-128 : 127]. impls: - args: - name: x value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i8 - args: - name: x value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i16 - args: - name: x value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - name: x value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - args: - name: x value: fp32 return: fp32 - args: - name: x value: fp64 return: fp64 - name: "sign" description: > Return the signedness of the argument. Integer values return signedness with the same type as the input. Possible return values are [-1, 0, 1] Floating point values return signedness with the same type as the input. Possible return values are [-1.0, -0.0, 0.0, 1.0, NaN] impls: - args: - name: x value: i8 return: i8 - args: - name: x value: i16 return: i16 - args: - name: x value: i32 return: i32 - args: - name: x value: i64 return: i64 - args: - name: x value: fp32 return: fp32 - args: - name: x value: fp64 return: fp64 - name: "factorial" description: > Return the factorial of a given integer input. The factorial of 0! is 1 by convention. Negative inputs will raise an error. impls: - args: - value: i32 name: "n" options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i32 - args: - value: i64 name: "n" options: overflow: values: [ SILENT, SATURATE, ERROR ] return: i64 - name: "bitwise_not" description: > Return the bitwise NOT result for one integer input. impls: - args: - name: x value: i8 return: i8 - args: - name: x value: i16 return: i16 - args: - name: x value: i32 return: i32 - args: - name: x value: i64 return: i64 - name: "bitwise_and" description: > Return the bitwise AND result for two integer inputs. impls: - args: - name: x value: i8 - name: y value: i8 return: i8 - args: - name: x value: i16 - name: y value: i16 return: i16 - args: - name: x value: i32 - name: y value: i32 return: i32 - args: - name: x value: i64 - name: y value: i64 return: i64 - name: "bitwise_or" description: > Return the bitwise OR result for two given integer inputs. impls: - args: - name: x value: i8 - name: y value: i8 return: i8 - args: - name: x value: i16 - name: y value: i16 return: i16 - args: - name: x value: i32 - name: y value: i32 return: i32 - args: - name: x value: i64 - name: y value: i64 return: i64 - name: "bitwise_xor" description: > Return the bitwise XOR result for two integer inputs. impls: - args: - name: x value: i8 - name: y value: i8 return: i8 - args: - name: x value: i16 - name: y value: i16 return: i16 - args: - name: x value: i32 - name: y value: i32 return: i32 - args: - name: x value: i64 - name: y value: i64 return: i64 aggregate_functions: - name: "sum" description: Sum a set of values. The sum of zero elements yields null. impls: - args: - name: x value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64? return: i64? - args: - name: x value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64? return: i64? - args: - name: x value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64? return: i64? - args: - name: x value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64? return: i64? - args: - name: x value: fp32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp64? return: fp64? - args: - name: x value: fp64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp64? return: fp64? - name: "sum0" description: > Sum a set of values. The sum of zero elements yields zero. Null values are ignored. impls: - args: - name: x value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64 return: i64 - args: - name: x value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64 return: i64 - args: - name: x value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64 return: i64 - args: - name: x value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64 return: i64 - args: - name: x value: fp32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp64 return: fp64 - args: - name: x value: fp64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp64 return: fp64 - name: "avg" description: Average a set of values. For integral types, this truncates partial values. impls: - args: - name: x value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: "STRUCT" return: i8? - args: - name: x value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: "STRUCT" return: i16? - args: - name: x value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: "STRUCT" return: i32? - args: - name: x value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: "STRUCT" return: i64? - args: - name: x value: fp32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: "STRUCT" return: fp32? - args: - name: x value: fp64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: DECLARED_OUTPUT decomposable: MANY intermediate: "STRUCT" return: fp64? - name: "min" description: Min a set of values. impls: - args: - name: x value: i8 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i8? return: i8? - args: - name: x value: i16 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i16? return: i16? - args: - name: x value: i32 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i32? return: i32? - args: - name: x value: i64 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64? return: i64? - args: - name: x value: fp32 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp32? return: fp32? - args: - name: x value: fp64 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp64? return: fp64? - args: - name: x value: timestamp nullability: DECLARED_OUTPUT decomposable: MANY intermediate: timestamp? return: timestamp? - args: - name: x value: timestamp_tz nullability: DECLARED_OUTPUT decomposable: MANY intermediate: timestamp_tz? return: timestamp_tz? - name: "max" description: Max a set of values. impls: - args: - name: x value: i8 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i8? return: i8? - args: - name: x value: i16 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i16? return: i16? - args: - name: x value: i32 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i32? return: i32? - args: - name: x value: i64 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: i64? return: i64? - args: - name: x value: fp32 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp32? return: fp32? - args: - name: x value: fp64 nullability: DECLARED_OUTPUT decomposable: MANY intermediate: fp64? return: fp64? - args: - name: x value: timestamp nullability: DECLARED_OUTPUT decomposable: MANY intermediate: timestamp? return: timestamp? - args: - name: x value: timestamp_tz nullability: DECLARED_OUTPUT decomposable: MANY intermediate: timestamp_tz? return: timestamp_tz? - name: "product" description: Product of a set of values. Returns 1 for empty input. impls: - args: - name: x value: i8 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: MIRROR decomposable: MANY intermediate: i64 return: i8 - args: - name: x value: i16 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: MIRROR decomposable: MANY intermediate: i64 return: i16 - args: - name: x value: i32 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: MIRROR decomposable: MANY intermediate: i64 return: i32 - args: - name: x value: i64 options: overflow: values: [ SILENT, SATURATE, ERROR ] nullability: MIRROR decomposable: MANY intermediate: i64 return: i64 - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: MIRROR decomposable: MANY intermediate: fp64 return: fp32 - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: MIRROR decomposable: MANY intermediate: fp64 return: fp64 - name: "std_dev" description: Calculates standard-deviation for a set of values. impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] distribution: values: [ SAMPLE, POPULATION] nullability: DECLARED_OUTPUT return: fp32? - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] distribution: values: [ SAMPLE, POPULATION] nullability: DECLARED_OUTPUT return: fp64? - name: "variance" description: Calculates variance for a set of values. impls: - args: - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] distribution: values: [ SAMPLE, POPULATION] nullability: DECLARED_OUTPUT return: fp32? - args: - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] distribution: values: [ SAMPLE, POPULATION] nullability: DECLARED_OUTPUT return: fp64? - name: "corr" description: > Calculates the value of Pearson's correlation coefficient between `x` and `y`. If there is no input, null is returned. impls: - args: - name: x value: fp32 - name: y value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: fp32? - args: - name: x value: fp64 - name: y value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: fp64? - name: "mode" description: > Calculates mode for a set of values. If there is no input, null is returned. impls: - args: - name: x value: i8 nullability: DECLARED_OUTPUT return: i8? - args: - name: x value: i16 nullability: DECLARED_OUTPUT return: i16? - args: - name: x value: i32 nullability: DECLARED_OUTPUT return: i32? - args: - name: x value: i64 nullability: DECLARED_OUTPUT return: i64? - args: - name: x value: fp32 nullability: DECLARED_OUTPUT return: fp32? - args: - name: x value: fp64 nullability: DECLARED_OUTPUT return: fp64? - name: "median" description: > Calculate the median for a set of values. Returns null if applied to zero records. For the integer implementations, the rounding option determines how the median should be rounded if it ends up midway between two values. For the floating point implementations, they specify the usual floating point rounding mode. impls: - args: - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - name: x value: i8 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: i8? - args: - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - name: x value: i16 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: i16? - args: - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - name: x value: i32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: i32? - args: - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - name: x value: i64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: i64? - args: - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - name: x value: fp32 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: fp32? - args: - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - name: x value: fp64 options: rounding: values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT return: fp64? - name: "quantile" description: > Calculates quantiles for a set of values. This function will divide the aggregated values (passed via the distribution argument) over N equally-sized bins, where N is passed via a constant argument. It will then return the values at the boundaries of these bins in list form. If the input is appropriately sorted, this computes the quantiles of the distribution. The function can optionally return the first and/or last element of the input, as specified by the `boundaries` argument. If the input is appropriately sorted, this will thus be the minimum and/or maximum values of the distribution. When the boundaries do not lie exactly on elements of the incoming distribution, the function will interpolate between the two nearby elements. If the interpolated value cannot be represented exactly, the `rounding` option controls how the value should be selected or computed. The function fails and returns null in the following cases: - `n` is null or less than one; - any value in `distribution` is null. The function returns an empty list if `n` equals 1 and `boundaries` is set to `NEITHER`. impls: - args: - name: boundaries description: > Which boundaries to include. For NEITHER, the output will have n-1 elements, for MINIMUM and MAXIMUM it will have n elements, and for BOTH it will have n+1 elements. options: [ NEITHER, MINIMUM, MAXIMUM, BOTH ] - name: precision description: > Based on required operator performance and configured optimizations on saving memory bandwidth, the precision of the end result can be the highest possible accuracy or an approximation. - EXACT: provides the exact result, rounded if needed according to the rounding option. - APPROXIMATE: provides only an estimate; the result must lie between the minimum and maximum values in the input (inclusive), but otherwise the accuracy is left up to the consumer. options: [ EXACT, APPROXIMATE ] - value: i64 constant: true name: n description: > A positive integer which defines the number of quantile partitions. - value: any name: distribution description: > The data for which the quantiles should be computed. options: rounding: description: > When a boundary is computed to lie somewhere between two values, and this value cannot be exactly represented, this specifies how to round it. For floating point numbers, it specifies the IEEE 754 rounding mode (as it does for all other floating point operations). For integer types: - TIE_TO_EVEN: round to nearest value; if exactly halfway, tie to the even option. - TIE_AWAY_FROM_ZERO: round to nearest value; if exactly halfway, tie away from zero. - TRUNCATE: always round toward zero. - CEILING: always round toward positive infinity. - FLOOR: always round toward negative infinity. For non-numeric types, the behavior is the same as for integer types, but applied to the index of the value in distribution. values: [ TIE_TO_EVEN, TIE_AWAY_FROM_ZERO, TRUNCATE, CEILING, FLOOR ] nullability: DECLARED_OUTPUT ordered: true return: LIST? window_functions: - name: "row_number" description: "the number of the current row within its partition." impls: - args: [] nullability: DECLARED_OUTPUT decomposable: NONE return: i64? window_type: PARTITION - name: "rank" description: "the rank of the current row, with gaps." impls: - args: [] nullability: DECLARED_OUTPUT decomposable: NONE return: i64? window_type: PARTITION - name: "dense_rank" description: "the rank of the current row, without gaps." impls: - args: [] nullability: DECLARED_OUTPUT decomposable: NONE return: i64? window_type: PARTITION - name: "percent_rank" description: "the relative rank of the current row." impls: - args: [] nullability: DECLARED_OUTPUT decomposable: NONE return: fp64? window_type: PARTITION - name: "cume_dist" description: "the cumulative distribution." impls: - args: [] nullability: DECLARED_OUTPUT decomposable: NONE return: fp64? window_type: PARTITION - name: "ntile" description: "Return an integer ranging from 1 to the argument value,dividing the partition as equally as possible." impls: - args: - name: x value: i32 nullability: DECLARED_OUTPUT decomposable: NONE return: i32? window_type: PARTITION - args: - name: x value: i64 nullability: DECLARED_OUTPUT decomposable: NONE return: i64? window_type: PARTITION - name: "first_value" description: > Returns the first value in the window. impls: - args: - value: any1 name: expression nullability: DECLARED_OUTPUT decomposable: NONE return: any1 window_type: PARTITION - name: "last_value" description: > Returns the last value in the window. impls: - args: - value: any1 name: expression nullability: DECLARED_OUTPUT decomposable: NONE return: any1 window_type: PARTITION - name: "nth_value" description: > Returns a value from the nth row based on the `window_offset`. `window_offset` should be a positive integer. If the value of the `window_offset` is outside the range of the window, `null` is returned. The `on_domain_error` option governs behavior in cases where `window_offset` is not a positive integer or `null`. impls: - args: - value: any1 name: expression - value: i32 name: window_offset options: on_domain_error: values: [ NAN, ERROR ] nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION - name: "lead" description: > Return a value from a following row based on a specified physical offset. This allows you to compare a value in the current row against a following row. The `expression` is evaluated against a row that comes after the current row based on the `row_offset`. The `row_offset` should be a positive integer and is set to 1 if not specified explicitly. If the `row_offset` is negative, the expression will be evaluated against a row coming before the current row, similar to the `lag` function. A `row_offset` of `null` will return `null`. The function returns the `default` input value if `row_offset` goes beyond the scope of the window. If a `default` value is not specified, it is set to `null`. Example comparing the sales of the current year to the following year. `row_offset` of 1. | year | sales | next_year_sales | | 2019 | 20.50 | 30.00 | | 2020 | 30.00 | 45.99 | | 2021 | 45.99 | null | impls: - args: - value: any1 name: expression nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION - args: - value: any1 name: expression - value: i32 name: row_offset nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION - args: - value: any1 name: expression - value: i32 name: row_offset - value: any1 name: default nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION - name: "lag" description: > Return a column value from a previous row based on a specified physical offset. This allows you to compare a value in the current row against a previous row. The `expression` is evaluated against a row that comes before the current row based on the `row_offset`. The `expression` can be a column, expression or subquery that evaluates to a single value. The `row_offset` should be a positive integer and is set to 1 if not specified explicitly. If the `row_offset` is negative, the expression will be evaluated against a row coming after the current row, similar to the `lead` function. A `row_offset` of `null` will return `null`. The function returns the `default` input value if `row_offset` goes beyond the scope of the partition. If a `default` value is not specified, it is set to `null`. Example comparing the sales of the current year to the previous year. `row_offset` of 1. | year | sales | previous_year_sales | | 2019 | 20.50 | null | | 2020 | 30.00 | 20.50 | | 2021 | 45.99 | 30.00 | impls: - args: - value: any1 name: expression nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION - args: - value: any1 name: expression - value: i32 name: row_offset nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION - args: - value: any1 name: expression - value: i32 name: row_offset - value: any1 name: default nullability: DECLARED_OUTPUT decomposable: NONE return: any1? window_type: PARTITION