base on Java JsonPath implementation Jayway JsonPath ===================== **A Java DSL for reading JSON documents.** [](https://travis-ci.org/json-path/JsonPath) [](https://maven-badges.herokuapp.com/maven-central/com.jayway.jsonpath/json-path) [](http://www.javadoc.io/doc/com.jayway.jsonpath/json-path) Jayway JsonPath is a Java port of [Stefan Goessner JsonPath implementation](http://goessner.net/articles/JsonPath/). Getting Started --------------- JsonPath is available at the Central Maven Repository. Maven users add this to your POM. ```xml <dependency> <groupId>com.jayway.jsonpath</groupId> <artifactId>json-path</artifactId> <version>2.9.0</version> </dependency> ``` If you need help ask questions at [Stack Overflow](http://stackoverflow.com/questions/tagged/jsonpath). Tag the question 'jsonpath' and 'java'. JsonPath expressions always refer to a JSON structure in the same way as XPath expression are used in combination with an XML document. The "root member object" in JsonPath is always referred to as `$` regardless if it is an object or array. JsonPath expressions can use the dot–notation `$.store.book[0].title` or the bracket–notation `$['store']['book'][0]['title']` Operators --------- | Operator | Description | | :------------------------ | :----------------------------------------------------------------- | | `$` | The root element to query. This starts all path expressions. | | `@` | The current node being processed by a filter predicate. | | `*` | Wildcard. Available anywhere a name or numeric are required. | | `..` | Deep scan. Available anywhere a name is required. | | `.<name>` | Dot-notated child | | `['<name>' (, '<name>')]` | Bracket-notated child or children | | `[<number> (, <number>)]` | Array index or indexes | | `[start:end]` | Array slice operator | | `[?(<expression>)]` | Filter expression. Expression must evaluate to a boolean value. | Functions --------- Functions can be invoked at the tail end of a path - the input to a function is the output of the path expression. The function output is dictated by the function itself. | Function | Description | Output type | |:------------|:-------------------------------------------------------------------------------------|:---------------------| | `min()` | Provides the min value of an array of numbers | Double | | `max()` | Provides the max value of an array of numbers | Double | | `avg()` | Provides the average value of an array of numbers | Double | | `stddev()` | Provides the standard deviation value of an array of numbers | Double | | `length()` | Provides the length of an array | Integer | | `sum()` | Provides the sum value of an array of numbers | Double | | `keys()` | Provides the property keys (An alternative for terminal tilde `~`) | `Set<E>` | | `concat(X)` | Provides a concatinated version of the path output with a new item | like input | | `append(X)` | add an item to the json path output array | like input | | `first()` | Provides the first item of an array | Depends on the array | | `last()` | Provides the last item of an array | Depends on the array | | `index(X)` | Provides the item of an array of index: X, if the X is negative, take from backwards | Depends on the array | Filter Operators ----------------- Filters are logical expressions used to filter arrays. A typical filter would be `[?(@.age > 18)]` where `@` represents the current item being processed. More complex filters can be created with logical operators `&&` and `||`. String literals must be enclosed by single or double quotes (`[?(@.color == 'blue')]` or `[?(@.color == "blue")]`). | Operator | Description | | :----------------------- | :-------------------------------------------------------------------- | | `==` | left is equal to right (note that 1 is not equal to '1') | | `!=` | left is not equal to right | | `<` | left is less than right | | `<=` | left is less or equal to right | | `>` | left is greater than right | | `>=` | left is greater than or equal to right | | `=~` | left matches regular expression [?(@.name =~ /foo.*?/i)] | | `in` | left exists in right [?(@.size in ['S', 'M'])] | | `nin` | left does not exists in right | | `subsetof` | left is a subset of right [?(@.sizes subsetof ['S', 'M', 'L'])] | | `anyof` | left has an intersection with right [?(@.sizes anyof ['M', 'L'])] | | `noneof` | left has no intersection with right [?(@.sizes noneof ['M', 'L'])] | | `size` | size of left (array or string) should match right | | `empty` | left (array or string) should be empty | Path Examples ------------- Given the json ```javascript { "store": { "book": [ { "category": "reference", "author": "Nigel Rees", "title": "Sayings of the Century", "price": 8.95 }, { "category": "fiction", "author": "Evelyn Waugh", "title": "Sword of Honour", "price": 12.99 }, { "category": "fiction", "author": "Herman Melville", "title": "Moby Dick", "isbn": "0-553-21311-3", "price": 8.99 }, { "category": "fiction", "author": "J. R. R. Tolkien", "title": "The Lord of the Rings", "isbn": "0-395-19395-8", "price": 22.99 } ], "bicycle": { "color": "red", "price": 19.95 } }, "expensive": 10 } ``` | JsonPath | Result | |:-------------------------------------------------------------------| :----- | | `$.store.book[*].author` | The authors of all books | | `$..author` | All authors | | `$.store.*` | All things, both books and bicycles | | `$.store..price` | The price of everything | | `$..book[2]` | The third book | | `$..book[-2]` | The second to last book | | `$..book[0,1]` | The first two books | | `$..book[:2]` | All books from index 0 (inclusive) until index 2 (exclusive) | | `$..book[1:2]` | All books from index 1 (inclusive) until index 2 (exclusive) | | `$..book[-2:]` | Last two books | | `$..book[2:]` | All books from index 2 (inclusive) to last | | `$..book[?(@.isbn)]` | All books with an ISBN number | | `$.store.book[?(@.price < 10)]` | All books in store cheaper than 10 | | `$..book[?(@.price <= $['expensive'])]` | All books in store that are not "expensive" | | `$..book[?(@.author =~ /.*REES/i)]` | All books matching regex (ignore case) | | `$..*` | Give me every thing | `$..book.length()` | The number of books | Reading a Document ------------------ The simplest most straight forward way to use JsonPath is via the static read API. ```java String json = "..."; List<String> authors = JsonPath.read(json, "$.store.book[*].author"); ``` If you only want to read once this is OK. In case you need to read an other path as well this is not the way to go since the document will be parsed every time you call JsonPath.read(...). To avoid the problem you can parse the json first. ```java String json = "..."; Object document = Configuration.defaultConfiguration().jsonProvider().parse(json); String author0 = JsonPath.read(document, "$.store.book[0].author"); String author1 = JsonPath.read(document, "$.store.book[1].author"); ``` JsonPath also provides a fluent API. This is also the most flexible one. ```java String json = "..."; ReadContext ctx = JsonPath.parse(json); List<String> authorsOfBooksWithISBN = ctx.read("$.store.book[?(@.isbn)].author"); List<Map<String, Object>> expensiveBooks = JsonPath .using(configuration) .parse(json) .read("$.store.book[?(@.price > 10)]", List.class); ``` What is Returned When? ---------------------- When using JsonPath in java its important to know what type you expect in your result. JsonPath will automatically try to cast the result to the type expected by the invoker. ```java //Will throw an java.lang.ClassCastException List<String> list = JsonPath.parse(json).read("$.store.book[0].author"); //Works fine String author = JsonPath.parse(json).read("$.store.book[0].author"); ``` When evaluating a path you need to understand the concept of when a path is `definite`. A path is `indefinite` if it contains: * `..` - a deep scan operator * `?(<expression>)` - an expression * `[<number>, <number> (, <number>)]` - multiple array indexes `Indefinite` paths always returns a list (as represented by current JsonProvider). By default a simple object mapper is provided by the MappingProvider SPI. This allows you to specify the return type you want and the MappingProvider will try to perform the mapping. In the example below mapping between `Long` and `Date` is demonstrated. ```java String json = "{\"date_as_long\" : 1411455611975}"; Date date = JsonPath.parse(json).read("$['date_as_long']", Date.class); ``` If you configure JsonPath to use `JacksonMappingProvider`, `GsonMappingProvider`, or `JakartaJsonProvider` you can even map your JsonPath output directly into POJO's. ```java Book book = JsonPath.parse(json).read("$.store.book[0]", Book.class); ``` To obtain full generics type information, use TypeRef. ```java TypeRef<List<String>> typeRef = new TypeRef<List<String>>() {}; List<String> titles = JsonPath.parse(JSON_DOCUMENT).read("$.store.book[*].title", typeRef); ``` Predicates ---------- There are three different ways to create filter predicates in JsonPath. ### Inline Predicates Inline predicates are the ones defined in the path. ```java List<Map<String, Object>> books = JsonPath.parse(json) .read("$.store.book[?(@.price < 10)]"); ``` You can use `&&` and `||` to combine multiple predicates `[?(@.price < 10 && @.category == 'fiction')]` , `[?(@.category == 'reference' || @.price > 10)]`. You can use `!` to negate a predicate `[?(!(@.price < 10 && @.category == 'fiction'))]`. ### Filter Predicates Predicates can be built using the Filter API as shown below: ```java import static com.jayway.jsonpath.JsonPath.parse; import static com.jayway.jsonpath.Criteria.where; import static com.jayway.jsonpath.Filter.filter; ... ... Filter cheapFictionFilter = filter( where("category").is("fiction").and("price").lte(10D) ); List<Map<String, Object>> books = parse(json).read("$.store.book[?]", cheapFictionFilter); ``` Notice the placeholder `?` for the filter in the path. When multiple filters are provided they are applied in order where the number of placeholders must match the number of provided filters. You can specify multiple predicate placeholders in one filter operation `[?, ?]`, both predicates must match. Filters can also be combined with 'OR' and 'AND' ```java Filter fooOrBar = filter( where("foo").exists(true)).or(where("bar").exists(true) ); Filter fooAndBar = filter( where("foo").exists(true)).and(where("bar").exists(true) ); ``` ### Roll Your Own Third option is to implement your own predicates ```java Predicate booksWithISBN = new Predicate() { @Override public boolean apply(PredicateContext ctx) { return ctx.item(Map.class).containsKey("isbn"); } }; List<Map<String, Object>> books = reader.read("$.store.book[?].isbn", List.class, booksWithISBN); ``` Path vs Value ------------- In the Goessner implementation a JsonPath can return either `Path` or `Value`. `Value` is the default and what all the examples above are returning. If you rather have the path of the elements our query is hitting this can be achieved with an option. ```java Configuration conf = Configuration.builder() .options(Option.AS_PATH_LIST).build(); List<String> pathList = using(conf).parse(json).read("$..author"); assertThat(pathList).containsExactly( "$['store']['book'][0]['author']", "$['store']['book'][1]['author']", "$['store']['book'][2]['author']", "$['store']['book'][3]['author']"); ``` Set a value ----------- The library offers the possibility to set a value. ```java String newJson = JsonPath.parse(json).set("$['store']['book'][0]['author']", "Paul").jsonString(); ``` Tweaking Configuration ---------------------- ### Options When creating your Configuration there are a few option flags that can alter the default behaviour. **DEFAULT_PATH_LEAF_TO_NULL** <br/> This option makes JsonPath return null for missing leafs. Consider the following json ```javascript [ { "name" : "john", "gender" : "male" }, { "name" : "ben" } ] ``` ```java Configuration conf = Configuration.defaultConfiguration(); //Works fine String gender0 = JsonPath.using(conf).parse(json).read("$[0]['gender']"); //PathNotFoundException thrown String gender1 = JsonPath.using(conf).parse(json).read("$[1]['gender']"); Configuration conf2 = conf.addOptions(Option.DEFAULT_PATH_LEAF_TO_NULL); //Works fine String gender0 = JsonPath.using(conf2).parse(json).read("$[0]['gender']"); //Works fine (null is returned) String gender1 = JsonPath.using(conf2).parse(json).read("$[1]['gender']"); ``` **ALWAYS_RETURN_LIST** <br/> This option configures JsonPath to return a list even when the path is `definite`. ```java Configuration conf = Configuration.defaultConfiguration(); //ClassCastException thrown List<String> genders0 = JsonPath.using(conf).parse(json).read("$[0]['gender']"); Configuration conf2 = conf.addOptions(Option.ALWAYS_RETURN_LIST); //Works fine List<String> genders0 = JsonPath.using(conf2).parse(json).read("$[0]['gender']"); ``` **SUPPRESS_EXCEPTIONS** <br/> This option makes sure no exceptions are propagated from path evaluation. It follows these simple rules: * If option `ALWAYS_RETURN_LIST` is present an empty list will be returned * If option `ALWAYS_RETURN_LIST` is **NOT** present null returned **REQUIRE_PROPERTIES** </br> This option configures JsonPath to require properties defined in path when an `indefinite` path is evaluated. ```java Configuration conf = Configuration.defaultConfiguration(); //Works fine List<String> genders = JsonPath.using(conf).parse(json).read("$[*]['gender']"); Configuration conf2 = conf.addOptions(Option.REQUIRE_PROPERTIES); //PathNotFoundException thrown List<String> genders = JsonPath.using(conf2).parse(json).read("$[*]['gender']"); ``` ### JsonProvider SPI JsonPath is shipped with five different JsonProviders: * [JsonSmartJsonProvider](https://github.com/netplex/json-smart-v2) (default) * [JacksonJsonProvider](https://github.com/FasterXML/jackson) * [JacksonJsonNodeJsonProvider](https://github.com/FasterXML/jackson) * [GsonJsonProvider](https://code.google.com/p/google-gson/) * [JsonOrgJsonProvider](https://github.com/stleary/JSON-java) * [JakartaJsonProvider](https://javaee.github.io/jsonp/) Changing the configuration defaults as demonstrated should only be done when your application is being initialized. Changes during runtime is strongly discouraged, especially in multi threaded applications. ```java Configuration.setDefaults(new Configuration.Defaults() { private final JsonProvider jsonProvider = new JacksonJsonProvider(); private final MappingProvider mappingProvider = new JacksonMappingProvider(); @Override public JsonProvider jsonProvider() { return jsonProvider; } @Override public MappingProvider mappingProvider() { return mappingProvider; } @Override public Set<Option> options() { return EnumSet.noneOf(Option.class); } }); ``` Note that the JacksonJsonProvider requires `com.fasterxml.jackson.core:jackson-databind:2.4.5` and the GsonJsonProvider requires `com.google.code.gson:gson:2.3.1` on your classpath. Both of Jakarta EE 9 [JSON-P (JSR-342)](https://javaee.github.io/jsonp/) and [JSON-B (JSR-367)](http://json-b.net/) providers expect at least Java 8 and require compatible JSON API implementations (such as [Eclipse Glassfish](https://projects.eclipse.org/projects/ee4j.jsonp) and [Eclipse Yasson](https://projects.eclipse.org/projects/ee4j.yasson)) on application runtime classpath; such implementations may also be provided by Java EE application container. Please also note that Apache Johnzon is not classpath-compatible with Jakarta EE 9 specification yet, and if JSON-B mapping provider is chosen then JSON-P provider must be configured and used, too. One peculiarity of Jakarta EE 9 specifications for JSON processing and databinding (mapping) is immutability of Json arrays and objects as soon as they are fully parsed or written to. To respect the API specification, but allow JsonPath to modify Json documents through add, set/put, replace, and delete operations, `JakartaJsonProvider` has to be initiliazed with optional `true` argument: * `JsonProvider jsonProvider = new JakartaJsonProvider(true)` (enable mutable Json arrays and objects) * `JsonProvider jsonProvider = new JakartaJsonProvider()` (default, strict JSON-P API compliance) All lookup and read operations with JsonPath are supported regardless of initilization mode. Default mode also needs less memory and is more performant. ### Cache SPI In JsonPath 2.1.0 a new Cache SPI was introduced. This allows API consumers to configure path caching in a way that suits their needs. The cache must be configured before it is accesses for the first time or a JsonPathException is thrown. JsonPath ships with two cache implementations * `com.jayway.jsonpath.spi.cache.LRUCache` (default, thread safe) * `com.jayway.jsonpath.spi.cache.NOOPCache` (no cache) If you want to implement your own cache the API is simple. ```java CacheProvider.setCache(new Cache() { //Not thread safe simple cache private Map<String, JsonPath> map = new HashMap<String, JsonPath>(); @Override public JsonPath get(String key) { return map.get(key); } @Override public void put(String key, JsonPath jsonPath) { map.put(key, jsonPath); } }); ``` [](https://github.com/igrigorik/ga-beacon) ", Assign "at most 3 tags" to the expected json: {"id":"5098","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"