A lighter and more efficient implementation of JsonPath in Kotlin Multiplatform (KMP). With functional programming aspects found in languages like Kotlin, Scala, and streams/lambdas in Java8, this library simplifies other implementations like Jayway's JsonPath by removing filter operations and in-path functions to focus on what matters most: modern fast value extractions from JSON objects. Up to 7x more efficient in some cases; see Benchmarks.
In order to make the library functional programming friendly, JsonPathKt returns null
instead of throwing exceptions
while evaluating a path against a JSON object. Throwing exceptions breaks flow control and should be reserved for exceptional
errors only.
Ported from @codeniko JsonPathKt
JsonPathKt is available at the Maven Central repository.
You can use JsonPathKt with Kotlinx Serialization in your KMP projects.
It targets JVM, JS (node and browser), and all native targets.
dependencies {
implementation("com.eygraber:jsonpathkt-kotlinx:3.0.2")
}
You can use JsonPathKt with JSON-java (org.json) in your JVM projects.
dependencies {
implementation("com.eygraber:jsonpathkt-jsonjava:3.0.2")
}
Internally, a jsonpath is compiled into a list of tokens. You can compile a complex jsonpath once and reuse it across multiple JSON strings.
val jsonpath = JsonPath.compile("$.family.children..['name','nickname']")
JsonPath.resolveOrNull
will return your implementation's native JSON type. JsonPath.resolveAsStringOrNull
will return a String
if that is what is resolved, otherwise it will return null
.
jsonpath.resolveOrNull(json1)
jsonpath.resolveAsStringOrNull(json2)
Each implementation provides extension functions on its JSON types to allow for easy resolution. Using Kotlinx Serialization as an example:
val json = Json.parseToJsonElement("""{"hello": "world"}""")
val helloPath = JsonPath.compile("$.hello")
val somethingElsePath = JsonPath.compile("$.somethingelse")
json?.resolveOrNull(helloPath) // returns JsonPrimitve("world")
json?.resolveAsStringOrNull(helloPath) // returns "world"
json?.resolvePathOrNull("$.hello") // returns JsonPrimitve("world")
json?.resolvePathAsStringOrNull("$.hello") // returns "world"
json?.resolveOrNull(somethingElsePath) // returns null since "somethingelse" key not found
json?.resolveAsStringOrNull(somethingElsePath) // returns null since "somethingelse" key not found
json?.resolvePathOrNull("$.somethingelse") // returns null since "somethingelse" key not found
json?.resolvePathAsStringOrNull("$.somethingelse") // returns null since "somethingelse" key not found
Another example; a jsonpath that returns a collection containing the 2nd and 3rd items in the list (index 0 based and exclusive at range end).
val json = Json.parseToJsonElement("""{"list": ["a","b","c","d"]}""")
json?.resolvePathOrNull("$.list[1:3]") // returns JsonArray(listOf("b", "c"))
json?.resolvePathAsStringOrNull("$.list[1:3]") // returns null since the result is not a String
If you want to resolve a JSON type as a String
, you can use resolvePathOrNull
and your implementation's JSON type to do that:
val json = Json.parseToJsonElement("""{"list": ["a","b","c","d"]}""")
json?.resolvePathOrNull("$.list[1:3]")?.toString // returns '["b", "c"]'
Operator | Description |
---|---|
$ |
The root element to query. This begins all path expressions. |
.. |
Deep scan for values behind followed key value accessor |
.<name> |
Dot-notated key value accessor for JSON objects |
['<name>' (, '<name>')] |
Bracket-notated key value accessor for JSON objects, comma-delimited |
[<number> (, <number>)] |
JSON array accessor for index or comma-delimited indices |
[start:end] |
JSON array range accessor from start (inclusive) to end (exclusive) |
This section will try to keep track of the edge cases where behavior might not be what you expect.
Ranges use the array slice operator, i.e. [start:end:step]
. The step
value is not (currently) supported and behavior is undefined if there is a step
value present.
When an expression contains both unions ([,]
) and ranges (start:send
) the ranges will be resolved first, resulting in the resolved range being present in the final set.
Given the JSON:
[1, 2, 3, 4]
JsonPath | Result |
---|---|
$[:,0] | [1,2,3,4,1] |
$[0,:] | [1,1,2,3,4] |
$[0:0,0] | [1,2,3,4,1] |
$[0,0:0] | [1,1,2,3,4] |
JsonPathKt expressions can use any combination of dot–notation and bracket–notation operators to access JSON values. For examples, these all evaluate to the same result:
$.family.children[0].name
$['family']['children'][0]['name']
$['family'].children[0].name
Given the JSON:
{
"family": {
"children": [{
"name": "Thomas",
"age": 13
},
{
"name": "Mila",
"age": 18
},
{
"name": "Konstantin",
"age": 29,
"nickname": "Kons"
},
{
"name": "Tracy",
"age": 4
}
]
}
}
JsonPath | Result |
---|---|
$.family | The family object |
$.family.children | The children array |
$.family['children'] | The children array |
$.family.children[2] | The second child object |
$.family.children[-1] | The last child object |
$.family.children[-3] | The 3rd to last child object |
$.family.children[1:3] | The 2nd and 3rd children objects |
$.family.children[:3] | The first three children |
$.family.children[:-1] | The first three children |
$.family.children[2:] | The last two children |
$.family.children[-2:] | The last two children |
$..name | All names |
$.family..name | All names nested within family object |
$.family.children[:3]..age | The ages of first three children |
$..['name','nickname'] | Names & nicknames (if any) of all children |
$.family.children[0].* | Names & age values of first child |
These are benchmark tests of JsonPathKt against other implementations. Results for each test is the average of 30 runs with 80,000 reads per run and each test returns its own respective results (some larger than others).
Evaluating/reading path against large JSON
JVM | Path Tested | JsonPathKtKotlinx | JsonPathKtJsonJava | JsonPath |
---|---|---|---|---|
$[0].friends[1].other.a.b['c'] | 24 ms | 248 ms | 50 ms | |
$[2]._id | 6 ms | 230 ms | 17 ms | |
$..name | 37 ms | 60 ms | 263 ms | |
$..['email','name'] | 52 ms | 62 ms | 273 ms | |
$..[1] | 34 ms | 154 ms | 261 ms | |
$..[:2] | 43 ms | 249 ms | 267 ms | |
$..[2:] | 53 ms | 607 ms | 278 ms | |
$..[1:-1] | 57 ms | 680 ms | 242 ms | |
$[0]['tags'][-3] | 14 ms | 251 ms | 30 ms | |
$[0]['tags'][:3] | 22 ms | 258 ms | 41 ms | |
$[0]['tags'][3:] | 24 ms | 254 ms | 43 ms | |
$[0]['tags'][3:5] | 22 ms | 258 ms | 38 ms | |
$[0]['tags'][0,3,5] | 21 ms | 257 ms | 48 ms | |
$[0]['latitude','longitude','isActive'] | 23 ms | 262 ms | 68 ms | |
$[0]['tags'].* | 13 ms | 248 ms | 46 ms | |
$[0]..* | 59 ms | 246 ms | 451 ms |
LINUX_X64 | Path Tested | JsonPathKt |
---|---|---|
$[0].friends[1].other.a.b['c'] | 103 ms | |
$[2]._id | 38 ms | |
$..name | 181 ms | |
$..['email','name'] | 212 ms | |
$..[1] | 148 ms | |
$..[:2] | 155 ms | |
$..[2:] | 234 ms | |
$..[1:-1] | 237 ms | |
$[0]['tags'][-3] | 71 ms | |
$[0]['tags'][:3] | 92 ms | |
$[0]['tags'][3:] | 98 ms | |
$[0]['tags'][3:5] | 90 ms | |
$[0]['tags'][0,3,5] | 99 ms | |
$[0]['latitude','longitude','isActive'] | 92 ms | |
$[0]['tags'].* | 55 ms | |
$[0]..* | 339 ms |
JS Node | Path Tested | JsonPathKt |
---|---|---|
$[0].friends[1].other.a.b['c'] | 101 ms | |
$[2]._id | 40 ms | |
$..name | 172 ms | |
$..['email','name'] | 211 ms | |
$..[1] | 139 ms | |
$..[:2] | 155 ms | |
$..[2:] | 192 ms | |
$..[1:-1] | 192 ms | |
$[0]['tags'][-3] | 70 ms | |
$[0]['tags'][:3] | 90 ms | |
$[0]['tags'][3:] | 95 ms | |
$[0]['tags'][3:5] | 88 ms | |
$[0]['tags'][0,3,5] | 106 ms | |
$[0]['latitude','longitude','isActive'] | 103 ms | |
$[0]['tags'].* | 61 ms | |
$[0]..* | 268 ms |
WasmJs | Path Tested | JsonPathKt |
---|---|---|
$[0].friends[1].other.a.b['c'] | 78 ms | |
$[2]._id | 30 ms | |
$..name | 109 ms | |
$..['email','name'] | 138 ms | |
$..[1] | 87 ms | |
$..[:2] | 95 ms | |
$..[2:] | 148 ms | |
$..[1:-1] | 147 ms | |
$[0]['tags'][-3] | 58 ms | |
$[0]['tags'][:3] | 74 ms | |
$[0]['tags'][3:] | 81 ms | |
$[0]['tags'][3:5] | 77 ms | |
$[0]['tags'][0,3,5] | 92 ms | |
$[0]['latitude','longitude','isActive'] | 84 ms | |
$[0]['tags'].* | 47 ms | |
$[0]..* | 270 ms |
Compiling JsonPath strings to internal tokens
JVM | Path Size | JsonPathKt | JsonPath |
---|---|---|---|
7 chars, 1 tokens | 2 ms | 2 ms | |
16 chars, 3 tokens | 6 ms | 8 ms | |
30 chars, 7 tokens | 13 ms | 19 ms | |
65 chars, 16 tokens | 33 ms | 47 ms | |
88 chars, 19 tokens | 44 ms | 73 ms |
LINUX_X64 | Path Size | JsonPathKt |
---|---|---|
7 chars, 1 tokens | 14 ms | |
16 chars, 3 tokens | 34 ms | |
30 chars, 7 tokens | 72 ms | |
65 chars, 16 tokens | 177 ms | |
88 chars, 19 tokens | 250 ms |
JS Node | Path Size | JsonPathKt |
---|---|---|
7 chars, 1 tokens | 13 ms | |
16 chars, 3 tokens | 37 ms | |
30 chars, 7 tokens | 83 ms | |
65 chars, 16 tokens | 189 ms | |
88 chars, 19 tokens | 254 ms |
WasmJs | Path Size | JsonPathKt |
---|---|---|
7 chars, 1 tokens | 9 ms | |
16 chars, 3 tokens | 26 ms | |
30 chars, 7 tokens | 64 ms | |
65 chars, 16 tokens | 154 ms | |
88 chars, 19 tokens | 221 ms |