Typescript implementation of the JMESPath Community specification
npm install @jmespath-community/jmespath@jmespath-community/jmespath is a TypeScript implementation of the JMESPath spec.
JMESPath is a query language for JSON. It will take a JSON document
as input and transform it into another JSON document
given a JMESPath expression.
```
npm install @jmespath-community/jmespath
`javascript
import { search } from "@jmespath-community/jmespath";
search({ foo: { bar: { baz: [0, 1, 2, 3, 4] } } }, "foo.bar.baz[2]");
// OUTPUTS: 2
`
In the example we gave the search function input data of{foo: {bar: {baz: [0, 1, 2, 3, 4]}}} as well as the JMESPathfoo.bar.baz[2]
expression , and the search function evaluated2
the expression against the input data to produce the result .
The JMESPath language can do _a lot_ more than select an element
from a list. Here are a few more examples:
`javascript
import { search } from "@jmespath-community/jmespath";
/ --- EXAMPLE 1 --- /
let JSON_DOCUMENT = {
foo: {
bar: {
baz: [0, 1, 2, 3, 4],
},
},
};
search(JSON_DOCUMENT, "foo.bar");
// OUTPUTS: { baz: [ 0, 1, 2, 3, 4 ] }
/ --- EXAMPLE 2 --- /
JSON_DOCUMENT = {
foo: [
{ first: "a", last: "b" },
{ first: "c", last: "d" },
],
};
search(JSON_DOCUMENT, "foo[*].first");
// OUTPUTS: [ 'a', 'c' ]
/ --- EXAMPLE 3 --- /
JSON_DOCUMENT = {
foo: [{ age: 20 }, { age: 25 }, { age: 30 }, { age: 35 }, { age: 40 }],
};
search(JSON_DOCUMENT, "foo[?age > 30]");`
// OUTPUTS: [ { age: 35 }, { age: 40 } ]
You can precompile all your expressions ready for use later on. The compile
function takes a JMESPath expression and returns an abstract syntax tree that
can be used by the TreeInterpreter function
`javascript
import { compile, TreeInterpreter } from "@jmespath-community/jmespath";
const ast = compile("foo.bar");
TreeInterpreter.search(ast, { foo: { bar: "BAZ" } });
// RETURNS: "BAZ"
`
---
1. ### Register your own custom functions
#### Enhanced Function Registry API
The library provides both backward-compatible and enhanced APIs for registering custom functions with improved developer experience, type safety, and flexible override behavior.
##### Basic Usage (Backward Compatible)
`javascript
import { search, registerFunction, TYPE_NUMBER } from "@jmespath-community/jmespath";
search({ foo: 60, bar: 10 }, "divide(foo, bar)");
// THROWS ERROR: Error: Unknown function: divide()
registerFunction(
"divide", // FUNCTION NAME
(resolvedArgs) => {
// CUSTOM FUNCTION
const [dividend, divisor] = resolvedArgs;
return dividend / divisor;
},
[{ types: [TYPE_NUMBER] }, { types: [TYPE_NUMBER] }], //SIGNATURE
);
search({ foo: 60, bar: 10 }, "divide(foo, bar)");
// OUTPUTS: 6
`
##### Enhanced Registry API with Type Safety
`typescript
import { register, search, TYPE_NUMBER } from "@jmespath-community/jmespath";
// TypeScript prevents registering built-in functions at compile time
// register('sum', myFunc, signature); // TypeScript error!
// Enhanced registration with better error handling
const result = register('multiply', ([a, b]) => a * b, [
{ types: [TYPE_NUMBER] },
{ types: [TYPE_NUMBER] }
]);
if (result.success) {
console.log(result.message); // "Function multiply() registered successfully"
} else {
console.error(result.message); // Detailed error information
}
`
##### Override Existing Functions
`javascript
import { registerFunction, register } from "@jmespath-community/jmespath";
// Option 1: Using registerFunction with options
registerFunction('myFunc', () => 'first', []);
registerFunction('myFunc', () => 'second', [], { override: true, warn: true });
// Console: "Warning: Overriding existing function: myFunc()"
// Option 2: Using enhanced register API
const result = register('myFunc', () => 'third', [], { override: true });
console.log(result.message); // "Function myFunc() overridden successfully"
`
##### Registry Management
`javascript
import {
isRegistered,
getRegisteredFunctions,
getCustomFunctions,
unregisterFunction,
clearCustomFunctions
} from "@jmespath-community/jmespath";
// Check if function exists
console.log(isRegistered('sum')); // true (built-in)
console.log(isRegistered('myFunc')); // true (if registered)
// Get all registered functions
const allFunctions = getRegisteredFunctions();
console.log(allFunctions); // ['abs', 'avg', 'ceil', ..., 'myFunc']
// Get only custom functions
const customFunctions = getCustomFunctions();
console.log(customFunctions); // ['myFunc', 'divide', ...]
// Unregister custom function (built-ins cannot be unregistered)
const removed = unregisterFunction('myFunc');
console.log(removed); // true if successful
// Clear all custom functions
clearCustomFunctions();
console.log(getCustomFunctions()); // []
`
##### Optional Arguments
Optional arguments are supported by setting {..., optional: true} in argument signatures
`javascript
registerFunction(
"divide",
(resolvedArgs) => {
const [dividend, divisor] = resolvedArgs;
return dividend / (divisor ?? 1); //OPTIONAL DIVISOR THAT DEFAULTS TO 1
},
[{ types: [TYPE_NUMBER] }, { types: [TYPE_NUMBER], optional: true }], //SIGNATURE
);
search({ foo: 60, bar: 10 }, "divide(foo)");
// OUTPUTS: 60
`
2. ### Root value access with $ symbol
`javascript
search({ foo: { bar: 999 }, baz: [1, 2, 3] }, "$.baz[*].[@, $.foo.bar]");
// OUTPUTS:
// [ [ 1, 999 ], [ 2, 999 ], [ 3, 999 ] ]
`
The example above only show a small amount of what
a JMESPath expression can do. If you want to take a
tour of the language, the _best_ place to go is the
JMESPath Tutorial.
One of the best things about JMESPath is that it is
implemented in many different programming languages including
python, ruby, php, lua, etc. To see a complete list of libraries,
check out the JMESPath libraries page.
And finally, the full JMESPath specification can be found
on the JMESPath site.
Supported Version: 1.1.6
Experimental support for ternary operations has been added, allowing for conditional logic within your JMESPath expressions. The syntax is condition ? value_if_true : value_if_false.
- Condition: The expression before the ?. JMESPath determines truthiness based on the evaluated value:true
- is truthy.false
- Any non-empty object, array, or string is truthy.
- Any non-zero number is truthy.
- , null, empty objects {}, empty arrays [], and empty strings '' are falsy.?
- Value if true: The expression between the and :. This is evaluated and returned if the condition is truthy.:
- Value if false: The expression after the . This is evaluated and returned if the condition is falsy.
Examples:
Basic usage:
`javascript
search({ is_active: true, user: "Alice" }, "is_active ? user : 'Guest'");
// OUTPUTS: "Alice"
search({ is_active: false, user: "Bob" }, "is_active ? user : 'Guest'");
// OUTPUTS: "Guest"
`
Truthiness with different types:
`javascript
search({ data: [1, 2] }, "data ? 'has_data' : 'no_data'");
// OUTPUTS: "has_data"
search({ data: [] }, "data ? 'has_data' : 'no_data'");
// OUTPUTS: "no_data"
search({ count: 5 }, "count ? 'count_present' : 'no_count'");
// OUTPUTS: "count_present"
search({ count: 0 }, "count ? 'count_present' : 'no_count'");
// OUTPUTS: "no_count"
`
Nested Ternaries:
`javascript``
search({ a: true, b: false, val1: 10, val2: 20, val3: 30 }, "a ? (b ? val1 : val2) : val3");
// OUTPUTS: 20
This feature is currently experimental and its syntax or behavior might change in future releases.