JSON-e

JSON-e is a data-structure parameterization system written for embedding context in JSON objects.

The central idea is to treat a data structure as a "template" and transform it, using another data structure as context, to produce an output data structure.

There are countless libraries to do this with strings, such as mustache. What makes JSON-e unique is that it operates on data structures, not on their textual representation. This allows input to be written in a number of formats (JSON, YAML, etc.) or even generated dynamically. It also means that the output cannot be "invalid", even when including large chunks of contextual data.

JSON-e is also designed to be safe for use on untrusted data. It never uses eval or any other function that might result in arbitrary code execution. It also disallows unbounded iteration, so any JSON-e rendering operation will finish in finite time.

Interface

The JS module exposes following interface:

import jsone from 'json-e';

var template = {a: {$eval: "foo.bar"}};
var context = {foo: {bar: "zoo"}};
console.log(jsone(template, context));
// -> { a: 'zoo' }

Note that the context can contain functions, and those functions can be called from the template:

var template = {$eval: "foo(1)"};
var context = {"foo": function(x) { return x + 2; }};
console.log(jsone(template, context));
// -> 3

Language

The examples here are given in YAML for ease of reading. Of course, the rendering operation takes place on the parsed data, so the input format is irrelevant to its operation.

Simple Operations

All JSON-e directives involve the $ character, so a template without any directives is rendered unchanged:

context:  {}
template: {key: [1,2,{key2: 'val', key3: 1}, true], f: false}
result:   {key: [1,2,{key2: 'val', key3: 1}, true], f: false}

The simplest form of substitution occurs within strings, using ${..}:

context:  {key: 'world', num: 1}
template: {message: 'hello ${key}', 'k=${num}': true}
result:   {message: 'hello world', 'k=1': true}

The bit inside the ${..} is an expression, and must evaluate to something that interpolates obviously into a string (so, a string, number, boolean, or null). The expression syntax is described in more detail below.

Operators

JSON-e defines a bunch of operators. Each is represented as an object with a property beginning with $. This object can be buried deeply within the template. Some operators take additional arguments as properties of the same object.

$eval

The $eval operator evaluates the given expression and is replaced with the result of that evaluation. Unlike with string interpolation, the result need not be a string, but can be an arbitrary data structure.

context:
  settings:
    staging:
      transactionBackend: mock
    production:
      transactionBackend: customerdb
template: {config: {$eval: 'settings.staging'}}
result:   {config: {transactionBackend: 'mock'}}

The expression syntax is described in more detail below.

$json

The $json operator formats the given value as JSON. It does not evaluate the value (use $eval for that). While this can be useful in some cases, it is an unusual case to include a JSON string in a larger data structure.

context:  {a: 1, b: 2}
template: {$json: [a, b, {$eval: 'a+b'}, 4]}
result:   '["a", "b", 3, 4]'

$if - then - else

The $if operator supports conditionals. It evalates the given value, and replaces itself with the then or else properties. If either property is omitted, then the expression is omitted from the parent object.

context:  {cond: true}
template: {key: {$if: 'cond', then: 1}, k2: 3}
result:   {key: 1, k2: 3}

context:  {x: 10}
template: {$if: 'x > 5', then: 1, else: -1}
result:   1

context: {cond: false}
template: [1, {$if: 'cond', else: 2}, 3]
result: [1,2,3]

context: {cond: false}
template: {key: {$if: 'cond', then: 2}, other: 3}
result: {other: 3}

$flatten

The $flatten operator flattens an array of arrays into one array.

context:  {}
template: {$flatten: [[1, 2], [3, 4], [5]]}
result:   [1, 2, 3, 4, 5]

$flattenDeep

The $flattenDeep operator deeply flattens an array of arrays into one array.

context:  {}
template: {$flattenDeep: [[1, [2, [3]]]]}
result:   [1, 2, 3]

$fromNow

The $fromNow operator is a shorthand for the built-in function fromNow. It creates a JSON (ISO 8601) datestamp for a time relative to the current time. The offset is specified by a sequence of number/unit pairs in a string. For example:

context:  {}
template: {$fromNow: '2 days 1 hour'}
result:   '2017-01-19T16:27:20.974Z'

The available units are day, hour, and minute, for all of which a plural is also accepted.

$let

The $let operator evaluates an expression using a context amended with the given values. It is analogous to the Haskell where clause.

context: {}
template: {$let: {ts: 100, foo: 200},
           in: [{$eval: "ts+foo"}, {$eval: "ts-foo"}, {$eval: "ts*foo"}]}
result: [300, -100, 20000]

The $let operator here added the ts and foo variables to the scope of the context and accordingly evaluated the in clause using those variables to return the correct result.

$map

The $map operator evaluates an expression for each value of the given array, constructing the result as an array of the evaluated values.

context:  {a: 1}
template:
  $map: [2, 4, 6]
  each(x): {$eval: 'x + a'}
result:   [3, 5, 7]

The array is the value of the $map property, and the expression to evaluate is given by each(var) where var is the name of the variable containing each element.

$merge

The $merge constructor merges an array of objects, returning a single object that combines all of the objects in the array, where the right-side objects overwrite the values of the left-side ones.

context:  {}
template: {$merge: [{a: 1, b: 1}, {b: 2, c: 3}, {d: 4}]}
result:   {a: 1, b: 2, c: 3, d: 4}

$sort

The $sort operator sorts the given array. It takes a by(var) property which should evaluate to a comparable value for each element. The by(var) property defaults to the identity function.

context:  {}
template:
  $sort: [{a: 2}, {a: 1, b: []}, {a: 3}]
  by(x): 'x.a'
result:   [{a: 1, b: []}, {a: 2}, {a: 3}]

$reverse

The $reverse operator simply reverses the given array.

context:  {}
template: {$reverse: [3, 4, 1, 2]}
result:   [2, 1, 4, 3]

Escaping operators

You can use $$ to escape json-e operators. For example:

context:  {}
template: {$$reverse: [3, 2, {$$eval: '2 - 1'}, 0]}
result:   {$reverse: [3, 2, {$eval: '2 - 1'}, 0]}

Expressions

Expression are given in a simple Python- or JavaScript-like language. It supports the following:

• Numeric literals (decimal only)
• String literals (enclosed in ' or ", with no escaping)
• Arrays in JSON format ([.., ..])
• Objects in JS format: {"foo": 10} or {foo: 10}
• Parentheses for grouping ((a + b) * c)
• Arithmetic on integers (+, -, *, /, ** for exponentiation), with unary - and +
• String concatenation (+)
• Comparison of strings to strings or numbers to numbers (<, <=, >, >=)
• Equality of anything (==, !=)
• Boolean operators (||, &&, !)
• Identifiers referring to variables (matching /[a-zA-Z_][a-zA-Z_0-9]*/)
• Object property access: obj.prop or obj["prop"]
• Array and string indexing and slicing with Python semantics
  • array[1] -- second element of array (zero-indexed)
  • array[1:4] -- second through fourth elements of the array (the slice includes the left index and excludes the right index)
  • array[1:] -- second through last element of the array
  • array[:3] -- first through third element of the array
  • array[-2:] -- the last two elements of the array
  • array[:-1] -- all but the last element of the array
  • string[3] -- fourth character of the string
  • string[-4:] -- all but the last four characters of the string
• Containment operator:
  • "string" in object -- true if the object has the given property
  • "string" in array -- true if the string is an array element
  • number in array -- true if the number is an array element
  • "string" in "another string" -- true if the first string is a substring of the second
• Function invocation: fn(arg1, arg2)

Built-In Functions

The expression language provides a laundry-list of built-in functions. Library users can easily add additional functions, or override the built-ins, as part of the context.

• fromNow(x) -- JSON datestamp for a time relative to the current time
• min(a, b, ..) -- the smallest of the arguments
• max(a, b, ..) -- the largest of the arguments
• sqrt(x), ceil(x), floor(x), abs(x) -- mathematical functions
• lowercase(s), uppercase(s) -- convert string case
• str(x) -- convert string, number, boolean, or array to string
• len(x) -- length of a string or array

Development and testing

You should run npm install to install the required packages for json-e's execution and development.

You can run ./test.sh to run json-e's unit tests and the bundle.js check. This is a breakdown of the commands inside the test.sh file.

# Run JavaScript unit tests
npm test

# Run Python unit tests
python setup.py test

# bundle.js check. This section makes sure that
# the demo website's bundle.js file is updated.
mv docs/bundle.js docs/bundle.diff.js
npm run-script build-demo
diff docs/bundle.js docs/bundle.diff.js

You can also run the following command to update the demo website bundle.js file.

npm run-script build-demo