Expressions

Expressions

Manipulating data with functions and expressions

Fuuz Context

Where this applies in Fuuz: JSONata-style expressions are used in Fuuz Data Pipelines, Mappings, and Rule Engines to transform payloads between MES/ERP endpoints, GraphQL resolvers, and device integrations. Expressions may reference Fuuz runtime variables (e.g., $env, $tenant) and step context values exposed by the pipeline.

  • Mappings: Use concatenation (&) and numeric operators to build outbound fields from inbound JSON and Fuuz step outputs.
  • Rules: Predicates using comparison/boolean operators drive routing (e.g., reject, retry, branch) within a pipeline.
  • Best practice: Prefer explicit casting ($string(), $number()) when mixing types returned by connectors.

String expressions

Path expressions that point to a string value will return that value.

String literals can also be created by enclosing the

sequence of characters in quotes. Either double quotes " or single quotes ' can be used, provided the same quote type is

used for the start and end of the string literal. Single quote characters may be included within a double quoted string and

_vice versa_ without escaping. Characters within the string literal may be escaped using the same format

as [JSON strings](https://tools.ietf.org/html/rfc7159#section-7).

Strings can be combined using the concatenation operator &. This is an infix operator and will join the two strings

returned by the expressions either side of it. This is the only operator that will attempt to typecast its operands to

the expected (string) type.

Examples

  • Concatenate FirstName followed by space followed by Surname

<div class="jsonata-ex">

<div>FirstName & ' ' & Surname</div>

<div>"Fred Smith"</div>

</div>

  • Concatenates the Street and City from the Address object with a comma separator. Note the use of [parentheses](composition.md#parenthesized-expressions-and-blocks)

<div class="jsonata-ex">

<div>Address.(Street & ', ' & City)</div>

<div>"Hursley Park, Winchester"</div>

</div>

  • Casts the operands to strings, if necessary

<div class="jsonata-ex">

<div>5&0&true</div>

<div>"50true"</div>

</div>

Numeric expressions

Path expressions that point to a number value will return that value.

Numeric literals can also be created using the same syntax as [JSON numbers](https://tools.ietf.org/html/rfc7159#section-6).

Numbers can be combined using the usual mathematical operators to produce a resulting number. Supported operators:

  • + addition
  • - subtraction
  • * multiplication
  • / division
  • % remainder (modulo)

Examples

Consider the following JSON document:


{
  "Numbers": [1, 2.4, 3.5, 10, 20.9, 30]
}

| Expression | Output | Comments

| ---------- | ------ |----|

| Numbers[0] + Numbers[1] | 3.4 |Adding 2 prices|

| Numbers[0] - Numbers[4] | -19.9 | Subtraction |

| Numbers[0] * Numbers[5] | 30 |Multiplying price by quantity|

| Numbers[0] / Numbers[4] | 0.04784688995215 |Division|

| Numbers[2] % Numbers[5] | 3.5 |Modulo operator|

Comparison expressions

Often used in predicates, for comparison of two values. Returns Boolean true or false. Supported operators:

  • = equals
  • != not equals
  • < less than
  • <= less than or equal
  • > greater than
  • >= greater than or equal
  • in value is contained in an array

Examples

| Expression | Output | Comments

| ---------- | ------ |----|

| Numbers[0] = Numbers[5] | false |Equality |

| Numbers[0] != Numbers[4] | true | Inequality |

| Numbers[1] < Numbers[5] | true |Less than|

| Numbers[1] <= Numbers[5] | true |Less than or equal|

| Numbers[2] > Numbers[4] | false |Greater than|

| Numbers[2] >= Numbers[4] | false |Greater than or equal|

| "01962 001234" in Phone.number | true | Value is contained in|

Boolean expressions

Used to combine Boolean results, often to support more sophisticated predicate expressions. Supported operators:

  • and
  • or

Note that not is supported as a function, not an operator.

Examples

| Expression | Output | Comments

| ---------- | ------ |----|

| (Numbers[2] != 0) and (Numbers[5] != Numbers[1]) | true |and operator |

| (Numbers[2] != 0) or (Numbers[5] = Numbers[1]) | true | or operator |


    • Related Articles

    • Predicate Expressions

      Query refinement using predicate expressions Predicates At any step in a location path, the selected items can be filtered using a predicate - [expr] where expr evaluates to a Boolean value. Each item in the selection is tested against the ...
    • Composition

      Query composition In JSONata, everything is an _expression_. An expression comprises _values_, _functions_ and _operators_ which, when _evaluated_, produces a resulting value. Functions and operators are applied to values which themselves can be the ...
    • Regex

      Using Regular Expressions Fuuz Context Where this applies in Fuuz: Regex-driven filters and matchers are used to validate identifiers (lot codes, serials), normalize labels, and route messages in Rules. Predicates: Use field ~> /regex/ to select ...
    • Jsonata Tutorial

      Tutorial Fuuz Context How to use this in Fuuz: The tutorial patterns map directly to Fuuz Data Pipelines. Use dot-path navigation for mappings, predicates for routing, array/object constructors for shaping outputs, and higher-order functions for ...
    • Construction

      Building result structures So far, we have discovered how to extract values from a JSON document, and how to manipulate the data using numeric, string and other operators. It is useful to be able to specify how this processed data is presented in the ...