This moves us to On Demand as the default front-end. (#1494)
* This moves us to On Demand as the default front-end. * Made casting magical * Adding another section * Undoing my damage.
This commit is contained in:
parent
cfc965ff9a
commit
02f9b83353
15
README.md
15
README.md
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@ -55,12 +55,15 @@ The simdjson library is easily consumable with a single .h and .cpp file.
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2. Create `quickstart.cpp`:
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```c++
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#include "simdjson.h"
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int main(void) {
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simdjson::dom::parser parser;
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simdjson::dom::element tweets = parser.load("twitter.json");
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std::cout << tweets["search_metadata"]["count"] << " results." << std::endl;
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}
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#include "simdjson.h"
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using namespace simdjson;
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int main(void) {
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ondemand::parser parser;
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padded_string json = padded_string::load("twitter.json");
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ondemand::document tweets = parser.iterate(json);
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std::cout << uint64_t(tweets["search_metadata"]["count"]) << " results." << std::endl;
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}
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```
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3. `c++ -o quickstart quickstart.cpp simdjson.cpp`
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4. `./quickstart`
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271
doc/basics.md
271
doc/basics.md
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@ -5,8 +5,10 @@ An overview of what you need to know to use simdjson, with examples.
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* [Requirements](#requirements)
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* [Including simdjson](#including-simdjson)
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* [Using simdjson with package managers](#using-simdjson-with-package-managers)
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* [Using simdjson as a CMake dependency](#using-simdjson-as-a-cmake-dependency)
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* [The Basics: Loading and Parsing JSON Documents](#the-basics-loading-and-parsing-json-documents)
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* [Documents Are Iterators](#documents-are-iterators)
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* [Using the Parsed JSON](#using-the-parsed-json)
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* [C++11 Support and string_view](#c11-support-and-string_view)
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* [C++17 Support](#c17-support)
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@ -64,16 +66,13 @@ include(FetchContent)
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FetchContent_Declare(
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simdjson
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GIT_REPOSITORY https://github.com/simdjson/simdjson.git
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GIT_TAG v0.5.0
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GIT_TAG v0.9.0
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GIT_SHALLOW TRUE)
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set(SIMDJSON_JUST_LIBRARY ON CACHE INTERNAL "")
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set(SIMDJSON_BUILD_STATIC ON CACHE INTERNAL "")
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FetchContent_MakeAvailable(simdjson)
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```
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You should replace `GIT_TAG v0.5.0` by the version you need. If you omit `GIT_TAG v0.5.0`, you will work from the main branch of simdjson: we recommend that if you are working on production code,
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You should replace `GIT_TAG v0.9.0` by the version you need. If you omit `GIT_TAG v0.9.0`, you will work from the main branch of simdjson: we recommend that if you are working on production code,
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Elsewhere in your project, you can declare dependencies on simdjson with lines such as these:
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@ -90,88 +89,133 @@ See [our CMake demonstration](https://github.com/simdjson/cmake_demo_single_file
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The CMake build in simdjson can be taylored with a few variables. You can see the available variables and their default values by entering the `cmake -LA` command.
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The Basics: Loading and Parsing JSON Documents
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----------------------------------------------
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The simdjson library offers a simple DOM tree API, which you can access by creating a
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`dom::parser` and calling the `load()` method:
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The simdjson library offers a tree API, which you can access by creating a
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`ondemand::parser` and calling the `iterate()` method:
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```c++
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dom::parser parser;
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dom::element doc = parser.load(filename); // load and parse a file
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ondemand::parser parser;
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auto json = padded_string::load("twitter.json");
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ondemand::document doc = parser.iterate(json); // load and parse a file
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```
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Or by creating a padded string (for efficiency reasons, simdjson requires a string with
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SIMDJSON_PADDING bytes at the end) and calling `parse()`:
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SIMDJSON_PADDING bytes at the end) and calling `iterate()`:
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```c++
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dom::parser parser;
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dom::element doc = parser.parse("[1,2,3]"_padded); // parse a string, the _padded suffix creates a simdjson::padded_string instance
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ondemand::parser parser;
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auto json = "[1,2,3]"_padded; // The _padded suffix creates a simdjson::padded_string instance
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ondemand::document doc = parser.iterate(json); // parse a string
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```
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The parsed document resulting from the `parser.load` and `parser.parse` calls depends on the `parser` instance. Thus the `parser` instance must remain in scope. Furthermore, you must have at most one parsed document in play per `parser` instance.
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You cannot copy a `parser` instance, you may only move it.
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If you have a buffer of your own with enough padding already (SIMDJSON_PADDING extra bytes allocated), you can use `promise_padded` to pass it in:
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If you need to keep a document around long term, you can keep or move the parser instance. Note that moving a parser instance, or keeping one in a movable data structure like vector or map, can cause any outstanding `element`, `object` or `array` instances to be invalidated. If you need to store a parser in a movable data structure, you should use a `std::unique_ptr` to avoid this invalidation(e.g., `std::unique_ptr<dom::parser> parser(new dom::parser{})`).
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```c++
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ondemand::parser parser;
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char json[3+SIMDJSON_PADDING];
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strcpy(json, "[1]");
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ondemand::document doc = parser.iterate(json, strlen(json), sizeof(json));
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```
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During the`load` or `parse` calls, neither the input file nor the input string are ever modified. After calling `load` or `parse`, the source (either a file or a string) can be safely discarded. All of the JSON data is stored in the `parser` instance. The parsed document is also immutable in simdjson: you do not modify it by accessing it.
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Documents Are Iterators
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-----------------------
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For best performance, a `parser` instance should be reused over several files: otherwise you will needlessly reallocate memory, an expensive process. It is also possible to avoid entirely memory allocations during parsing when using simdjson. [See our performance notes for details](performance.md).
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The simdjson library relies on an approach to parsing JSON that we call "On Demand".
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A `document` is *not* a fully-parsed JSON value; rather, it is an **iterator** over the JSON text.
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This means that while you iterate an array, or search for a field in an object, it is actually
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walking through the original JSON text, merrily reading commas and colons and brackets to make sure
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you get where you are going. This is the key to On Demand's performance: since it's just an iterator,
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it lets you parse values as you use them. And particularly, it lets you *skip* values you do not want
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to use.
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If you need a lower-level interface, you may call the function `parser.parse(const char * p, size_t l)` on a pointer `p` while specifying the
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length of your input `l` in bytes. To see how to get the very best performance from a low-level approach, you way want to read our [performance notes](https://github.com/simdjson/simdjson/blob/master/doc/performance.md#padding-and-temporary-copies) on this topic (see the Padding and Temporary Copies section).
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### Parser, Document and JSON Scope
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Because a document is an iterator over the JSON text, both the JSON text and the parser must
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remain alive (in scope) while you are using it. Further, a `parser` may have at most
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one document open at a time, since it holds allocated memory used for the parsing.
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During the `iterate` call, the original JSON text is never modified--only read. After you are done
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with the document, the source (whether file or string) can be safely discarded.
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For best performance, a `parser` instance should be reused over several files: otherwise you will
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needlessly reallocate memory, an expensive process. It is also possible to avoid entirely memory
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allocations during parsing when using simdjson. [See our performance notes for details](performance.md).
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Using the Parsed JSON
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---------------------
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Once you have an element, you can navigate it with idiomatic C++ iterators, operators and casts.
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Once you have a document, you can navigate it with idiomatic C++ iterators, operators and casts.
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The following show how to use the JSON when exceptions are enabled, but simdjson has full, idiomatic
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support for users who avoid exceptions. See [the simdjson DOM API's error handling documentation](basics.md#error-handling) for more.
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* **Extracting Values (with exceptions):** You can cast a JSON element to a native type: `double(element)` or
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`double x = json_element`. This works for double, uint64_t, int64_t, bool,
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dom::object and dom::array. An exception is thrown if the cast is not possible.
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* **Extracting Values (without exceptions):** You can use a variant usage of `get()` with error codes to avoid exceptions. You first declare the variable of the appropriate type (`double`, `uint64_t`, `int64_t`, `bool`,
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`dom::object` and `dom::array`) and pass it by reference to `get()` which gives you back an error code: e.g.,
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```c++
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simdjson::error_code error;
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simdjson::padded_string numberstring = "1.2"_padded; // our JSON input ("1.2")
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simdjson::dom::parser parser;
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double value; // variable where we store the value to be parsed
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error = parser.parse(numberstring).get(value);
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if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
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std::cout << "I parsed " << value << " from " << numberstring.data() << std::endl;
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```
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* **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`.
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* **Array Iteration:** To iterate through an array, use `for (auto value : array) { ... }`. If you
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know the type of the value, you can cast it right there, too! `for (double value : array) { ... }`
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* **Object Iteration:** You can iterate through an object's fields, too: `for (auto [key, value] : object)`
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* **Array Index:** To get at an array value by index, use the at() method: `array.at(0)` gets the
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first element.
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> Note that array[0] does not compile, because implementing [] gives the impression indexing is a
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> O(1) operation, which it is not presently in simdjson. Instead, you should iterate over the elements
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> using a for-loop, as in our examples.
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* **Array and Object size** Given an array or an object, you can get its size (number of elements or keys)
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with the `size()` method.
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* **Checking an Element Type:** You can check an element's type with `element.type()`. It
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returns an `element_type` with values such as `simdjson::dom::element_type::ARRAY`, `simdjson::dom::element_type::OBJECT`, `simdjson::dom::element_type::INT64`, `simdjson::dom::element_type::UINT64`,`simdjson::dom::element_type::DOUBLE`, `simdjson::dom::element_type::BOOL` or, `simdjson::dom::element_type::NULL_VALUE`.
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* **Output to streams and strings:** Given a document or an element (or node) out of a JSON document, you can output a minified string version using the C++ stream idiom (`out << element`). You can also request the construction of a minified string version (`simdjson::minify(element)`).
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* **Extracting Values:** You can cast a JSON element to a native type:
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`double(element)` or `double x = json_element`. This works for double, uint64_t, int64_t, bool,
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ondemand::object and ondemand::array. At this point, the number, string or boolean will be parsed,
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or the initial `[` or `{` will be verified. An exception is thrown if the cast is not possible.
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> IMPORTANT NOTE: values can only be parsed once. Since documents are *iterators*, once you have
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> parsed a value (such as by casting to double), you cannot get at it again.
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* **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`. This will
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scan through the object looking for the field with the matching string.
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> NOTE: simdjson does *not* unescape keys when matching. This is not generally a problem for
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> applications with well-defined key names (which generally do not use escapes). If you do need this
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> support, it's best to iterate through the object fields to find the field you are looking for.
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>
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> By default, field lookup is order-insensitive, so you can look up values in any order. However,
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> we still encourage you to look up fields in the order you expect them in the JSON, as it is still
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> much faster.
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>
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> If you want to enforce finding fields in order, you can use `object.find_field("foo")` instead.
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> This will only look forward, and will fail to find fields in the wrong order: for example, this
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> will fail:
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>
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> ```c++
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> ondemand::parser parser;
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> auto json = R"( { "x": 1, "y": 2 } )"_padded;
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> auto doc = parser.iterate(json);
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> double y = doc.find_field("y"); // The cursor is now after the 2 (at })
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> double x = doc.find_field("x"); // This fails, because there are no more fields after "y"
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> ```
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>
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> By contrast, using the default (order-insensitive) lookup succeeds:
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>
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> ```c++
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> ondemand::parser parser;
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> auto json = R"( { "x": 1, "y": 2 } )"_padded;
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> auto doc = parser.iterate(json);
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> double y = doc["y"]; // The cursor is now after the 2 (at })
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> double x = doc["x"]; // Success: [] loops back around to find "x"
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> ```
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* **Array Iteration:** To iterate through an array, use `for (auto value : array) { ... }`. This will
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step through each value in the JSON array.
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If you know the type of the value, you can cast it right there, too! `for (double value : array) { ... }`.
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* **Object Iteration:** You can iterate through an object's fields, as well: `for (auto field : object) { ... }`
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- `field.unescaped_key()` will get you the key string.
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- `field.value()` will get you the value, which you can then use all these other methods on.
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* **Array Index:** Because it is forward-only, you cannot look up an array element by index. Instead,
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you will need to iterate through the array and keep an index yourself.
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### Examples
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The following code illustrates all of the above:
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The following code illustrates many of the above concepts:
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```c++
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ondemand::parser parser;
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auto cars_json = R"( [
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{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
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{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
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{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
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] )"_padded;
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dom::parser parser;
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// Iterating through an array of objects
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for (dom::object car : parser.parse(cars_json)) {
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for (ondemand::object car : parser.iterate(cars_json)) {
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// Accessing a field by name
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cout << "Make/Model: " << car["make"] << "/" << car["model"] << endl;
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cout << "Make/Model: " << std::string_view(car["make"]) << "/" << std::string_view(car["model"]) << endl;
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// Casting a JSON element to an integer
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uint64_t year = car["year"];
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@ -183,44 +227,123 @@ for (dom::object car : parser.parse(cars_json)) {
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total_tire_pressure += tire_pressure;
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}
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cout << "- Average tire pressure: " << (total_tire_pressure / 4) << endl;
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// Writing out all the information about the car
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for (auto field : car) {
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cout << "- " << field.key << ": " << field.value << endl;
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}
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}
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```
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Here is a different example illustrating the same ideas:
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```C++
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auto abstract_json = R"( [
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{ "12345" : {"a":12.34, "b":56.78, "c": 9998877} },
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{ "12545" : {"a":11.44, "b":12.78, "c": 11111111} }
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ondemand::parser parser;
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auto points_json = R"( [
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{ "12345" : {"x":12.34, "y":56.78, "z": 9998877} },
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{ "12545" : {"x":11.44, "y":12.78, "z": 11111111} }
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] )"_padded;
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dom::parser parser;
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// Parse and iterate through an array of objects
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for (dom::object obj : parser.parse(abstract_json)) {
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for(const auto key_value : obj) {
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cout << "key: " << key_value.key << " : ";
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dom::object innerobj = key_value.value;
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cout << "a: " << double(innerobj["a"]) << ", ";
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cout << "b: " << double(innerobj["b"]) << ", ";
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cout << "c: " << int64_t(innerobj["c"]) << endl;
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}
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for (ondemand::object points : parser.iterate(points_json)) {
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for (auto point : points) {
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cout << "id: " << std::string_view(point.unescaped_key()) << ": (";
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cout << point.value()["x"].get_double() << ", ";
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cout << point.value()["y"].get_double() << ", ";
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cout << point.value()["z"].get_int64() << endl;
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}
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}
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```
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And another one:
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```C++
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auto abstract_json = R"(
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{ "str" : { "123" : {"abc" : 3.14 } } }
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)"_padded;
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ondemand::parser parser;
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auto doc = parser.iterate(abstract_json);
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cout << doc["str"]["123"]["abc"].get_double() << endl; // Prints 3.14
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```
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* **Extracting Values (without exceptions):** You can use a variant usage of `get()` with error
|
||||
codes to avoid exceptions. You first declare the variable of the appropriate type (`double`,
|
||||
`uint64_t`, `int64_t`, `bool`, `ondemand::object` and `ondemand::array`) and pass it by reference
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to `get()` which gives you back an error code: e.g.,
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```c++
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auto abstract_json = R"(
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{ "str" : { "123" : {"abc" : 3.14 } } } )"_padded;
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dom::parser parser;
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double v = parser.parse(abstract_json)["str"]["123"]["abc"];
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cout << "number: " << v << endl;
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{ "str" : { "123" : {"abc" : 3.14 } } }
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)"_padded;
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ondemand::parser parser;
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double value;
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auto doc = parser.iterate(abstract_json);
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auto error = doc["str"]["123"]["abc"].get(value);
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if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
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cout << value << endl; // Prints 3.14
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```
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Tree Walking and JSON Element Types: Sometimes you don't necessarily have a document with a known type, and are trying to generically inspect or walk over JSON elements. To do that, you can use iterators and the type() method. For example, here's a quick and dirty recursive function that verbosely prints the JSON document as JSON:
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|
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```c++
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// We use a template function because we need to
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// support both ondemand::value and ondemand::document
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// as a parameter type. Note that we move the values.
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template <class T>
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void recursive_print_json(T&& element) {
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bool add_comma;
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switch (element.type()) {
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case ondemand::json_type::array:
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cout << "[";
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add_comma = false;
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for (auto child : element.get_array()) {
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if (add_comma) {
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cout << ",";
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}
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// We need the call to value() to get
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// an ondemand::value type.
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recursive_print_json(child.value());
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add_comma = true;
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}
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cout << "]";
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break;
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case ondemand::json_type::object:
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cout << "{";
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add_comma = false;
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for (auto field : element.get_object()) {
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if (add_comma) {
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cout << ",";
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}
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// key() returns the unescaped key, if we
|
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// want the escaped key, we should do
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// field.unescaped_key().
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cout << "\"" << field.key() << "\": ";
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||||
recursive_print_json(field.value());
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add_comma = true;
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}
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cout << "}";
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break;
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case ondemand::json_type::number:
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// assume it fits in a double
|
||||
cout << element.get_double();
|
||||
break;
|
||||
case ondemand::json_type::string:
|
||||
// get_string() would return escaped string, but
|
||||
// we are happy with unescaped string.
|
||||
cout << "\"" << element.get_raw_json_string() << "\"";
|
||||
break;
|
||||
case ondemand::json_type::boolean:
|
||||
cout << element.get_bool();
|
||||
break;
|
||||
case ondemand::json_type::null:
|
||||
cout << "null";
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
void basics_treewalk() {
|
||||
ondemand::parser parser;
|
||||
auto json = padded_string::load("twitter.json");
|
||||
recursive_print_json(parser.iterate(json));
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
|
|
|
@ -1,697 +1,3 @@
|
|||
The Basics
|
||||
==========
|
||||
|
||||
An overview of what you need to know to use simdjson, with examples.
|
||||
|
||||
|
||||
Requirements
|
||||
------------------
|
||||
|
||||
- A recent compiler (LLVM clang6 or better, GNU GCC 7 or better) on a 64-bit (PPC, ARM or x64 Intel/AMD) POSIX systems such as macOS, freeBSD or Linux. We require that the compiler supports the C++11 standard or better.
|
||||
- Visual Studio 2017 or better under 64-bit Windows. Users should target a 64-bit build (x64) instead of a 32-bit build (x86). We support the LLVM clang compiler under Visual Studio (clangcl) as well as as the regular Visual Studio compiler.
|
||||
|
||||
Including simdjson
|
||||
------------------
|
||||
|
||||
To include simdjson, copy the simdjson.h and simdjson.cpp files from the singleheader directory
|
||||
into your project. Then include the header file in your project with:
|
||||
|
||||
```
|
||||
#include "simdjson.h"
|
||||
using namespace simdjson; // optional
|
||||
```
|
||||
|
||||
You can compile with:
|
||||
|
||||
```
|
||||
c++ myproject.cpp simdjson.cpp
|
||||
```
|
||||
|
||||
Note:
|
||||
- Users on macOS and other platforms were default compilers do not provide C++11 compliant by default should request it with the appropriate flag (e.g., `c++ -std=c++17 myproject.cpp simdjson.cpp`).
|
||||
- Visual Studio users should compile with the `_CRT_SECURE_NO_WARNINGS` flag to avoid warnings with respect to our use of standard C functions such as `fopen`.
|
||||
|
||||
Using simdjson with package managers
|
||||
------------------
|
||||
|
||||
You can install the simdjson library on your system or in your project using multiple package managers such as MSYS2, the conan package manager, vcpkg, brew, the apt package manager (debian-based Linux systems), the FreeBSD package manager (FreeBSD), and so on. [Visit our wiki for more details](https://github.com/simdjson/simdjson/wiki/Installing-simdjson-with-a-package-manager).
|
||||
|
||||
Using simdjson as a CMake dependency
|
||||
------------------
|
||||
|
||||
You can include the simdjson as a CMake dependency by including the following lines in your `CMakeLists.txt`:
|
||||
|
||||
```
|
||||
include(FetchContent)
|
||||
|
||||
FetchContent_Declare(
|
||||
simdjson
|
||||
GIT_REPOSITORY https://github.com/simdjson/simdjson.git
|
||||
GIT_TAG v0.6.1
|
||||
GIT_SHALLOW TRUE)
|
||||
|
||||
set(SIMDJSON_JUST_LIBRARY ON CACHE INTERNAL "")
|
||||
set(SIMDJSON_BUILD_STATIC ON CACHE INTERNAL "")
|
||||
|
||||
FetchContent_MakeAvailable(simdjson)
|
||||
```
|
||||
|
||||
You should replace `GIT_TAG v0.6.1` by the version you need. If you omit `GIT_TAG v0.6.1`, you will work from the main branch of simdjson: we recommend that if you are working on production code,
|
||||
|
||||
Elsewhere in your project, you can declare dependencies on simdjson with lines such as these:
|
||||
|
||||
```
|
||||
add_executable(myprogram myprogram.cpp)
|
||||
target_link_libraries(myprogram simdjson)
|
||||
```
|
||||
|
||||
We recommend CMake version 3.15 or better.
|
||||
|
||||
See [our CMake demonstration](https://github.com/simdjson/cmake_demo_single_file). It works under Linux, FreeBSD, macOS and Windows (including Visual Studio).
|
||||
|
||||
The CMake build in simdjson can be taylored with a few variables. You can see the available variables and their default values by entering the `cmake -LA` command.
|
||||
|
||||
|
||||
|
||||
The Basics: Loading and Parsing JSON Documents
|
||||
----------------------------------------------
|
||||
|
||||
The simdjson library offers a simple DOM tree API, which you can access by creating a
|
||||
`dom::parser` and calling the `load()` method:
|
||||
|
||||
```
|
||||
dom::parser parser;
|
||||
dom::element doc = parser.load(filename); // load and parse a file
|
||||
```
|
||||
|
||||
Or by creating a padded string (for efficiency reasons, simdjson requires a string with
|
||||
SIMDJSON_PADDING bytes at the end) and calling `parse()`:
|
||||
|
||||
```
|
||||
dom::parser parser;
|
||||
dom::element doc = parser.parse("[1,2,3]"_padded); // parse a string, the _padded suffix creates a simdjson::padded_string instance
|
||||
```
|
||||
|
||||
The parsed document resulting from the `parser.load` and `parser.parse` calls depends on the `parser` instance. Thus the `parser` instance must remain in scope. Furthermore, you must have at most one parsed document in play per `parser` instance.
|
||||
You cannot copy a `parser` instance, you may only move it.
|
||||
|
||||
If you need to keep a document around long term, you can keep or move the parser instance. Note that moving a parser instance, or keeping one in a movable data structure like vector or map, can cause any outstanding `element`, `object` or `array` instances to be invalidated. If you need to store a parser in a movable data structure, you should use a `std::unique_ptr` to avoid this invalidation(e.g., `std::unique_ptr<dom::parser> parser(new dom::parser{})`).
|
||||
|
||||
During the`load` or `parse` calls, neither the input file nor the input string are ever modified. After calling `load` or `parse`, the source (either a file or a string) can be safely discarded. All of the JSON data is stored in the `parser` instance. The parsed document is also immutable in simdjson: you do not modify it by accessing it.
|
||||
|
||||
For best performance, a `parser` instance should be reused over several files: otherwise you will needlessly reallocate memory, an expensive process. It is also possible to avoid entirely memory allocations during parsing when using simdjson.
|
||||
|
||||
|
||||
If you need a lower-level interface, you may call the function `parser.parse(const char * p, size_t l)` on a pointer `p` while specifying the
|
||||
length of your input `l` in bytes. To see how to get the very best performance from a low-level approach, you way want to read our [performance notes](https://github.com/simdjson/simdjson/blob/master/doc/performance.md#padding-and-temporary-copies) on this topic (see the Padding and Temporary Copies section).
|
||||
|
||||
Using the Parsed JSON
|
||||
---------------------
|
||||
|
||||
Once you have an element, you can navigate it with idiomatic C++ iterators, operators and casts.
|
||||
|
||||
* **Extracting Values (with exceptions):** You can cast a JSON element to a native type: `double(element)` or
|
||||
`double x = json_element`. This works for double, uint64_t, int64_t, bool,
|
||||
dom::object and dom::array. An exception is thrown if the cast is not possible.
|
||||
* **Extracting Values (without exceptions):** You can use a variant usage of `get()` with error codes to avoid exceptions. You first declare the variable of the appropriate type (`double`, `uint64_t`, `int64_t`, `bool`,
|
||||
`dom::object` and `dom::array`) and pass it by reference to `get()` which gives you back an error code: e.g.,
|
||||
```
|
||||
simdjson::error_code error;
|
||||
simdjson::padded_string numberstring = "1.2"_padded; // our JSON input ("1.2")
|
||||
simdjson::dom::parser parser;
|
||||
double value; // variable where we store the value to be parsed
|
||||
error = parser.parse(numberstring).get(value);
|
||||
if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
std::cout << "I parsed " << value << " from " << numberstring.data() << std::endl;
|
||||
```
|
||||
* **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`.
|
||||
* **Array Iteration:** To iterate through an array, use `for (auto value : array) { ... }`. If you
|
||||
know the type of the value, you can cast it right there, too! `for (double value : array) { ... }`
|
||||
* **Object Iteration:** You can iterate through an object's fields, too: `for (auto [key, value] : object)`
|
||||
* **Array Index:** To get at an array value by index, use the at() method: `array.at(0)` gets the
|
||||
first element.
|
||||
> Note that array[0] does not compile, because implementing [] gives the impression indexing is a
|
||||
> O(1) operation, which it is not presently in simdjson. Instead, you should iterate over the elements
|
||||
> using a for-loop, as in our examples.
|
||||
* **Array and Object size** Given an array or an object, you can get its size (number of elements or keys)
|
||||
with the `size()` method.
|
||||
* **Checking an Element Type:** You can check an element's type with `element.type()`. It
|
||||
returns an `element_type` with values such as `simdjson::dom::element_type::ARRAY`, `simdjson::dom::element_type::OBJECT`, `simdjson::dom::element_type::INT64`, `simdjson::dom::element_type::UINT64`,`simdjson::dom::element_type::DOUBLE`, `simdjson::dom::element_type::BOOL` or, `simdjson::dom::element_type::NULL_VALUE`.
|
||||
* **Output to Streams and Strings:** Given a document or an element (or node) out of a JSON document, you can output a minified string version using the C++ stream idiom (`out << element`). You can also request the construction of a minified string version (`simdjson::minify(element)`).
|
||||
|
||||
|
||||
The following code illustrates all of the above:
|
||||
|
||||
```
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
|
||||
// Iterating through an array of objects
|
||||
for (dom::object car : parser.parse(cars_json)) {
|
||||
// Accessing a field by name
|
||||
cout << "Make/Model: " << car["make"] << "/" << car["model"] << endl;
|
||||
|
||||
// Casting a JSON element to an integer
|
||||
uint64_t year = car["year"];
|
||||
cout << "- This car is " << 2020 - year << "years old." << endl;
|
||||
|
||||
// Iterating through an array of floats
|
||||
double total_tire_pressure = 0;
|
||||
for (double tire_pressure : car["tire_pressure"]) {
|
||||
total_tire_pressure += tire_pressure;
|
||||
}
|
||||
cout << "- Average tire pressure: " << (total_tire_pressure / 4) << endl;
|
||||
|
||||
// Writing out all the information about the car
|
||||
for (auto field : car) {
|
||||
cout << "- " << field.key << ": " << field.value << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Here is a different example illustrating the same ideas:
|
||||
|
||||
```
|
||||
auto abstract_json = R"( [
|
||||
{ "12345" : {"a":12.34, "b":56.78, "c": 9998877} },
|
||||
{ "12545" : {"a":11.44, "b":12.78, "c": 11111111} }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
|
||||
// Parse and iterate through an array of objects
|
||||
for (dom::object obj : parser.parse(abstract_json)) {
|
||||
for(const auto key_value : obj) {
|
||||
cout << "key: " << key_value.key << " : ";
|
||||
dom::object innerobj = key_value.value;
|
||||
cout << "a: " << double(innerobj["a"]) << ", ";
|
||||
cout << "b: " << double(innerobj["b"]) << ", ";
|
||||
cout << "c: " << int64_t(innerobj["c"]) << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
And another one:
|
||||
|
||||
|
||||
```
|
||||
auto abstract_json = R"(
|
||||
{ "str" : { "123" : {"abc" : 3.14 } } } )"_padded;
|
||||
dom::parser parser;
|
||||
double v = parser.parse(abstract_json)["str"]["123"]["abc"];
|
||||
cout << "number: " << v << endl;
|
||||
```
|
||||
|
||||
|
||||
C++11 Support and string_view
|
||||
-------------
|
||||
|
||||
The simdjson library builds on compilers supporting the [C++11 standard](https://en.wikipedia.org/wiki/C%2B%2B11). It is also a strict requirement: we have no plan to support older C++ compilers.
|
||||
|
||||
We represent parsed strings in simdjson using the `std::string_view` class. It avoids
|
||||
the need to copy the data, as would be necessary with the `std::string` class. It also
|
||||
avoids the pitfalls of null-terminated C strings.
|
||||
|
||||
The `std::string_view` class has become standard as part of C++17 but it is not always available
|
||||
on compilers which only supports C++11. When we detect that `string_view` is natively
|
||||
available, we define the macro `SIMDJSON_HAS_STRING_VIEW`.
|
||||
|
||||
When we detect that it is unavailable,
|
||||
we use [string-view-lite](https://github.com/martinmoene/string-view-lite) as a
|
||||
substitute. In such cases, we use the type alias `using string_view = nonstd::string_view;` to
|
||||
offer the same API, irrespective of the compiler and standard library. The macro
|
||||
`SIMDJSON_HAS_STRING_VIEW` will be *undefined* to indicate that we emulate `string_view`.
|
||||
|
||||
|
||||
C++17 Support
|
||||
-------------
|
||||
|
||||
While the simdjson library can be used in any project using C++ 11 and above, field iteration has special support C++ 17's destructuring syntax. For example:
|
||||
|
||||
```
|
||||
padded_string json = R"( { "foo": 1, "bar": 2 } )"_padded;
|
||||
dom::parser parser;
|
||||
dom::object object;
|
||||
auto error = parser.parse(json).get(object);
|
||||
if (error) { cerr << error << endl; return; }
|
||||
for (auto [key, value] : object) {
|
||||
cout << key << " = " << value << endl;
|
||||
}
|
||||
```
|
||||
|
||||
For comparison, here is the C++ 11 version of the same code:
|
||||
|
||||
```
|
||||
// C++ 11 version for comparison
|
||||
padded_string json = R"( { "foo": 1, "bar": 2 } )"_padded;
|
||||
dom::parser parser;
|
||||
dom::object object;
|
||||
auto error = parser.parse(json).get(object);
|
||||
if (!error) { cerr << error << endl; return; }
|
||||
for (dom::key_value_pair field : object) {
|
||||
cout << field.key << " = " << field.value << endl;
|
||||
}
|
||||
```
|
||||
|
||||
Minifying JSON strings without parsing
|
||||
----------------------
|
||||
|
||||
In some cases, you may have valid JSON strings that you do not wish to parse but that you wish to minify. That is, you wish to remove all unnecessary spaces. We have a fast function for this purpose (`simdjson::minify(const char * input, size_t length, const char * output, size_t& new_length)`). This function does not validate your content, and it does not parse it. It is much faster than parsing the string and re-serializing it in minified form (`simdjson::minify(parser.parse())`). Usage is relatively simple. You must pass an input pointer with a length parameter, as well as an output pointer and an output length parameter (by reference). The output length parameter is not read, but written to. The output pointer should point to a valid memory region that is as large as the original string length. The input pointer and input length are read, but not written to.
|
||||
|
||||
|
||||
```
|
||||
// Starts with a valid JSON document as a string.
|
||||
// It does not have to be null-terminated.
|
||||
const char * some_string = "[ 1, 2, 3, 4] ";
|
||||
size_t length = std::strlen(some_string);
|
||||
// Create a buffer to receive the minified string. Make sure that there is enough room (length bytes).
|
||||
std::unique_ptr<char[]> buffer{new char[length]};
|
||||
size_t new_length{}; // It will receive the minified length.
|
||||
auto error = simdjson::minify(some_string, length, buffer.get(), new_length);
|
||||
// The buffer variable now has "[1,2,3,4]" and new_length has value 9.
|
||||
```
|
||||
|
||||
Though it does not validate the JSON input, it will detect when the document ends with an unterminated string. E.g., it would refuse to minify the string `"this string is not terminated` because of the missing final quote.
|
||||
|
||||
|
||||
UTF-8 validation (alone)
|
||||
----------------------
|
||||
|
||||
The simdjson library has fast functions to validate UTF-8 strings. They are many times faster than most functions commonly found in libraries. You can use our fast functions, even if you do not care about JSON.
|
||||
|
||||
```
|
||||
const char * some_string = "[ 1, 2, 3, 4] ";
|
||||
size_t length = std::strlen(some_string);
|
||||
bool is_ok = simdjson::validate_utf8(some_string, length);
|
||||
```
|
||||
|
||||
The UTF-8 validation function merely checks that the input is valid UTF-8: it works with strings in general, not just JSON strings.
|
||||
|
||||
Your input string does not need any padding. Any string will do. The `validate_utf8` function does not do any memory allocation on the heap, and it does not throw exceptions.
|
||||
|
||||
JSON Pointer
|
||||
------------
|
||||
|
||||
The simdjson library also supports [JSON pointer](https://tools.ietf.org/html/rfc6901) through the
|
||||
`at_pointer()` method, letting you reach further down into the document in a single call:
|
||||
|
||||
```c++
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::element cars = parser.parse(cars_json);
|
||||
cout << cars.at_pointer("/0/tire_pressure/1") << endl; // Prints 39.9
|
||||
```
|
||||
|
||||
A JSON Path is a sequence of segments each starting with the '/' character. Within arrays, an integer
|
||||
index allows you to select the indexed node. Within objects, the string value of the key allows you to
|
||||
select the value. If your keys contain the characters '/' or '~', they must be escaped as '~1' and
|
||||
'~0' respectively. An empty JSON Path refers to the whole document.
|
||||
|
||||
We also extend the JSON Pointer support to include *relative* paths.
|
||||
You can apply a JSON path to any node and the path gets interpreted relatively, as if the currrent node were a whole JSON document.
|
||||
|
||||
Consider the following example:
|
||||
|
||||
```c++
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::element cars = parser.parse(cars_json);
|
||||
cout << cars.at_pointer("/0/tire_pressure/1") << endl; // Prints 39.9
|
||||
for (dom::element car_element : cars) {
|
||||
dom::object car;
|
||||
simdjson::error_code error;
|
||||
if ((error = car_element.get(car))) { std::cerr << error << std::endl; return; }
|
||||
double x = car.at_pointer("/tire_pressure/1");
|
||||
cout << x << endl; // Prints 39.9, 31 and 30
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
Error Handling
|
||||
--------------
|
||||
|
||||
All simdjson APIs that can fail return `simdjson_result<T>`, which is a <value, error_code>
|
||||
pair. You can retrieve the value with .get(), like so:
|
||||
|
||||
```
|
||||
dom::element doc;
|
||||
auto error = parser.parse(json).get(doc);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
```
|
||||
|
||||
When you use the code this way, it is your responsibility to check for error before using the
|
||||
result: if there is an error, the result value will not be valid and using it will caused undefined
|
||||
behavior.
|
||||
|
||||
|
||||
|
||||
We can write a "quick start" example where we attempt to parse the following JSON file and access some data, without triggering exceptions:
|
||||
```JavaScript
|
||||
{
|
||||
"statuses": [
|
||||
{
|
||||
"id": 505874924095815700
|
||||
},
|
||||
{
|
||||
"id": 505874922023837700
|
||||
}
|
||||
],
|
||||
"search_metadata": {
|
||||
"count": 100
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Our program loads the file, selects value corresponding to key "search_metadata" which expected to be an object, and then
|
||||
it selects the key "count" within that object.
|
||||
|
||||
```C++
|
||||
#include "simdjson.h"
|
||||
|
||||
int main(void) {
|
||||
simdjson::dom::parser parser;
|
||||
simdjson::dom::element tweets;
|
||||
auto error = parser.load("twitter.json").get(tweets);
|
||||
if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
|
||||
simdjson::dom::element res;
|
||||
if ((error = tweets["search_metadata"]["count"].get(res))) {
|
||||
std::cerr << "could not access keys" << std::endl;
|
||||
return EXIT_FAILURE;
|
||||
}
|
||||
std::cout << res << " results." << std::endl;
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
The following is a similar example where one wants to get the id of the first tweet without
|
||||
triggering exceptions. To do this, we use `["statuses"].at(0)["id"]`. We break that expression down:
|
||||
|
||||
- Get the list of tweets (the `"statuses"` key of the document) using `["statuses"]`). The result is expected to be an array.
|
||||
- Get the first tweet using `.at(0)`. The result is expected to be an object.
|
||||
- Get the id of the tweet using ["id"]. We expect the value to be a non-negative integer.
|
||||
|
||||
Observe how we use the `at` method when querying an index into an array, and not the bracket operator.
|
||||
|
||||
```
|
||||
#include "simdjson.h"
|
||||
|
||||
int main(void) {
|
||||
simdjson::dom::parser parser;
|
||||
simdjson::dom::element tweets;
|
||||
auto error = parser.load("twitter.json").get(tweets);
|
||||
if(error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
uint64_t identifier;
|
||||
error = tweets["statuses"].at(0)["id"].get(identifier);
|
||||
if(error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
std::cout << identifier << std::endl;
|
||||
return EXIT_SUCCESS;
|
||||
}
|
||||
```
|
||||
|
||||
### Error Handling Example
|
||||
|
||||
This is how the example in "Using the Parsed JSON" could be written using only error code checking:
|
||||
|
||||
```
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::array cars;
|
||||
auto error = parser.parse(cars_json).get(cars);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
|
||||
// Iterating through an array of objects
|
||||
for (dom::element car_element : cars) {
|
||||
dom::object car;
|
||||
if ((error = car_element.get(car))) { cerr << error << endl; exit(1); }
|
||||
|
||||
// Accessing a field by name
|
||||
std::string_view make, model;
|
||||
if ((error = car["make"].get(make))) { cerr << error << endl; exit(1); }
|
||||
if ((error = car["model"].get(model))) { cerr << error << endl; exit(1); }
|
||||
cout << "Make/Model: " << make << "/" << model << endl;
|
||||
|
||||
// Casting a JSON element to an integer
|
||||
uint64_t year;
|
||||
if ((error = car["year"].get(year))) { cerr << error << endl; exit(1); }
|
||||
cout << "- This car is " << 2020 - year << "years old." << endl;
|
||||
|
||||
// Iterating through an array of floats
|
||||
double total_tire_pressure = 0;
|
||||
dom::array tire_pressure_array;
|
||||
if ((error = car["tire_pressure"].get(tire_pressure_array))) { cerr << error << endl; exit(1); }
|
||||
for (dom::element tire_pressure_element : tire_pressure_array) {
|
||||
double tire_pressure;
|
||||
if ((error = tire_pressure_element.get(tire_pressure))) { cerr << error << endl; exit(1); }
|
||||
total_tire_pressure += tire_pressure;
|
||||
}
|
||||
cout << "- Average tire pressure: " << (total_tire_pressure / 4) << endl;
|
||||
|
||||
// Writing out all the information about the car
|
||||
for (auto field : car) {
|
||||
cout << "- " << field.key << ": " << field.value << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Here is another example:
|
||||
|
||||
```
|
||||
auto abstract_json = R"( [
|
||||
{ "12345" : {"a":12.34, "b":56.78, "c": 9998877} },
|
||||
{ "12545" : {"a":11.44, "b":12.78, "c": 11111111} }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::array array;
|
||||
auto error = parser.parse(abstract_json).get(array);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
// Iterate through an array of objects
|
||||
for (dom::element elem : array) {
|
||||
dom::object obj;
|
||||
if ((error = elem.get(obj))) { cerr << error << endl; exit(1); }
|
||||
for (auto & key_value : obj) {
|
||||
cout << "key: " << key_value.key << " : ";
|
||||
dom::object innerobj;
|
||||
if ((error = key_value.value.get(innerobj))) { cerr << error << endl; exit(1); }
|
||||
|
||||
double va, vb;
|
||||
if ((error = innerobj["a"].get(va))) { cerr << error << endl; exit(1); }
|
||||
cout << "a: " << va << ", ";
|
||||
if ((error = innerobj["b"].get(vc))) { cerr << error << endl; exit(1); }
|
||||
cout << "b: " << vb << ", ";
|
||||
|
||||
int64_t vc;
|
||||
if ((error = innerobj["c"].get(vc))) { cerr << error << endl; exit(1); }
|
||||
cout << "c: " << vc << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
And another one:
|
||||
|
||||
```
|
||||
auto abstract_json = R"(
|
||||
{ "str" : { "123" : {"abc" : 3.14 } } } )"_padded;
|
||||
dom::parser parser;
|
||||
double v;
|
||||
auto error = parser.parse(abstract_json)["str"]["123"]["abc"].get(v);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
cout << "number: " << v << endl;
|
||||
```
|
||||
|
||||
Notice how we can string several operations (`parser.parse(abstract_json)["str"]["123"]["abc"].get(v)`) and only check for the error once, a strategy we call *error chaining*.
|
||||
|
||||
The next two functions will take as input a JSON document containing an array with a single element, either a string or a number. They return true upon success.
|
||||
|
||||
```
|
||||
simdjson::dom::parser parser{};
|
||||
|
||||
bool parse_double(const char *j, double &d) {
|
||||
auto error = parser.parse(j, std::strlen(j))
|
||||
.at(0)
|
||||
.get(d, error);
|
||||
if (error) { return false; }
|
||||
return true;
|
||||
}
|
||||
|
||||
bool parse_string(const char *j, std::string &s) {
|
||||
std::string_view answer;
|
||||
auto error = parser.parse(j,strlen(j))
|
||||
.at(0)
|
||||
.get(answer, error);
|
||||
if (error) { return false; }
|
||||
s.assign(answer.data(), answer.size());
|
||||
return true;
|
||||
}
|
||||
```
|
||||
|
||||
### Exceptions
|
||||
|
||||
Users more comfortable with an exception flow may choose to directly cast the `simdjson_result<T>` to the desired type:
|
||||
|
||||
```
|
||||
dom::element doc = parser.parse(json); // Throws an exception if there was an error!
|
||||
```
|
||||
|
||||
When used this way, a `simdjson_error` exception will be thrown if an error occurs, preventing the
|
||||
program from continuing if there was an error.
|
||||
|
||||
|
||||
|
||||
If one is willing to trigger exceptions, it is possible to write simpler code:
|
||||
|
||||
```
|
||||
#include "simdjson.h"
|
||||
|
||||
int main(void) {
|
||||
simdjson::dom::parser parser;
|
||||
simdjson::dom::element tweets = parser.load("twitter.json");
|
||||
std::cout << "ID: " << tweets["statuses"].at(0)["id"] << std::endl;
|
||||
return EXIT_SUCCESS;
|
||||
}
|
||||
```
|
||||
|
||||
Tree Walking and JSON Element Types
|
||||
-----------------------------------
|
||||
|
||||
Sometimes you don't necessarily have a document with a known type, and are trying to generically
|
||||
inspect or walk over JSON elements. To do that, you can use iterators and the type() method. For
|
||||
example, here's a quick and dirty recursive function that verbosely prints the JSON document as JSON
|
||||
(* ignoring nuances like trailing commas and escaping strings, for brevity's sake):
|
||||
|
||||
```
|
||||
void print_json(dom::element element) {
|
||||
switch (element.type()) {
|
||||
case dom::element_type::ARRAY:
|
||||
cout << "[";
|
||||
for (dom::element child : dom::array(element)) {
|
||||
print_json(child);
|
||||
cout << ",";
|
||||
}
|
||||
cout << "]";
|
||||
break;
|
||||
case dom::element_type::OBJECT:
|
||||
cout << "{";
|
||||
for (dom::key_value_pair field : dom::object(element)) {
|
||||
cout << "\"" << field.key << "\": ";
|
||||
print_json(field.value);
|
||||
}
|
||||
cout << "}";
|
||||
break;
|
||||
case dom::element_type::INT64:
|
||||
cout << int64_t(element) << endl;
|
||||
break;
|
||||
case dom::element_type::UINT64:
|
||||
cout << uint64_t(element) << endl;
|
||||
break;
|
||||
case dom::element_type::DOUBLE:
|
||||
cout << double(element) << endl;
|
||||
break;
|
||||
case dom::element_type::STRING:
|
||||
cout << std::string_view(element) << endl;
|
||||
break;
|
||||
case dom::element_type::BOOL:
|
||||
cout << bool(element) << endl;
|
||||
break;
|
||||
case dom::element_type::NULL_VALUE:
|
||||
cout << "null" << endl;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
void basics_treewalk_1() {
|
||||
dom::parser parser;
|
||||
print_json(parser.load("twitter.json"));
|
||||
}
|
||||
```
|
||||
|
||||
Newline-Delimited JSON (ndjson) and JSON lines
|
||||
----------------------------------------------
|
||||
|
||||
The simdjson library also support multithreaded JSON streaming through a large file containing many
|
||||
smaller JSON documents in either [ndjson](http://ndjson.org) or [JSON lines](http://jsonlines.org)
|
||||
format. If your JSON documents all contain arrays or objects, we even support direct file
|
||||
concatenation without whitespace. The concatenated file has no size restrictions (including larger
|
||||
than 4GB), though each individual document must be no larger than 4 GB.
|
||||
|
||||
Here is a simple example, given "x.json" with this content:
|
||||
|
||||
```
|
||||
{ "foo": 1 }
|
||||
{ "foo": 2 }
|
||||
{ "foo": 3 }
|
||||
```
|
||||
|
||||
```
|
||||
dom::parser parser;
|
||||
dom::document_stream docs = parser.load_many("x.json");
|
||||
for (dom::element doc : docs) {
|
||||
cout << doc["foo"] << endl;
|
||||
}
|
||||
// Prints 1 2 3
|
||||
```
|
||||
|
||||
|
||||
In-memory ndjson strings can be parsed as well, with `parser.parse_many(string)`:
|
||||
|
||||
|
||||
```
|
||||
dom::parser parser;
|
||||
auto json = R"({ "foo": 1 }
|
||||
{ "foo": 2 }
|
||||
{ "foo": 3 })"_padded;
|
||||
dom::document_stream docs = parser.parse_many(json);
|
||||
for (dom::element doc : docs) {
|
||||
cout << doc["foo"] << endl;
|
||||
}
|
||||
// Prints 1 2 3
|
||||
```
|
||||
|
||||
|
||||
Unlike `parser.parse`, both `parser.load_many(filename)` and `parser.parse_many(string)` may parse
|
||||
"on demand" (lazily). That is, no parsing may have been done before you enter the loop
|
||||
`for (dom::element doc : docs) {` and you should expect the parser to only ever fully parse one JSON
|
||||
document at a time.
|
||||
|
||||
1. When calling `parser.load_many(filename)`, the file's content is loaded up in a memory buffer owned by the `parser`'s instance. Thus the file can be safely deleted after calling `parser.load_many(filename)` as the parser instance owns all of the data.
|
||||
2. When calling `parser.parse_many(string)`, no copy is made of the provided string input. The provided memory buffer may be accessed each time a JSON document is parsed. Calling `parser.parse_many(string)` on a temporary string buffer (e.g., `docs = parser.parse_many("[1,2,3]"_padded)`) is unsafe (and will not compile) because the `document_stream` instance needs access to the buffer to return the JSON documents. In constrast, calling `doc = parser.parse("[1,2,3]"_padded)` is safe because `parser.parse` eagerly parses the input.
|
||||
|
||||
Both `load_many` and `parse_many` take an optional parameter `size_t batch_size` which defines the window processing size. It is set by default to a large value (`1000000` corresponding to 1 MB). None of your JSON documents should exceed this window size, or else you will get the error `simdjson::CAPACITY`. You cannot set this window size larger than 4 GB: you will get the error `simdjson::CAPACITY`. The smaller the window size is, the less memory the function will use. Setting the window size too small (e.g., less than 100 kB) may also impact performance negatively. Leaving it to 1 MB is expected to be a good choice, unless you have some larger documents.
|
||||
|
||||
|
||||
Thread Safety
|
||||
-------------
|
||||
|
||||
We built simdjson with thread safety in mind.
|
||||
|
||||
The simdjson library is single-threaded except for `parse_many` which may use secondary threads under its control when the library is compiled with thread support.
|
||||
|
||||
|
||||
We recommend using one `dom::parser` object per thread in which case the library is thread-safe.
|
||||
It is unsafe to reuse a `dom::parser` object between different threads.
|
||||
The parsed results (`dom::document`, `dom::element`, `array`, `object`) depend on the `dom::parser`, etc. therefore it is also potentially unsafe to use the result of the parsing between different threads.
|
||||
|
||||
The CPU detection, which runs the first time parsing is attempted and switches to the fastest
|
||||
parser for your CPU, is transparent and thread-safe.
|
||||
|
||||
Backwards Compatibility
|
||||
-----------------------
|
||||
|
||||
The only header file supported by simdjson is `simdjson.h`. Older versions of simdjson published a
|
||||
number of other include files such as `document.h` or `ParsedJson.h` alongside `simdjson.h`; these headers
|
||||
may be moved or removed in future versions.
|
||||
* Basics: https://github.com/simdjson/simdjson/blob/master/doc/basics.md is an overview of how to use simdjson and its APIs.
|
||||
* parse_many: https://github.com/simdjson/simdjson/blob/master/doc/parse_many.md describes an interface providing features to work with files or streams containing multiple small JSON documents. As fast and convenient as possible.
|
||||
* Performance: https://github.com/simdjson/simdjson/blob/master/doc/performance.md shows some more advanced scenarios and how to tune for them.
|
||||
|
|
|
@ -0,0 +1,519 @@
|
|||
The Document-Object-Model (DOM) front-end
|
||||
==========
|
||||
|
||||
An overview of what you need to know to use simdjson, with examples.
|
||||
|
||||
* [DOM vs On Demand](#dom-vs-ondemand)
|
||||
* [The Basics: Loading and Parsing JSON Documents](#the-basics-loading-and-parsing-json-documents)
|
||||
* [Using the Parsed JSON](#using-the-parsed-json)
|
||||
* [C++17 Support](#c17-support)
|
||||
* [JSON Pointer](#json-pointer)
|
||||
* [Error Handling](#error-handling)
|
||||
* [Error Handling Example](#error-handling-example)
|
||||
* [Exceptions](#exceptions)
|
||||
* [Tree Walking and JSON Element Types](#tree-walking-and-json-element-types)
|
||||
|
||||
DOM vs On Demand
|
||||
----------------------------------------------
|
||||
|
||||
The simdjson library offers two distinct approaches on how to access a JSON document. We support
|
||||
a conventional Document-Object-Model (DOM) front-end. In such a scenario, the JSON document is
|
||||
entirely parsed, validated and materialized in memory as the first step. The programmer may
|
||||
then access the parsed data using this in-memory model.
|
||||
|
||||
The Basics: Loading and Parsing JSON Documents using the DOM front-end
|
||||
----------------------------------------------
|
||||
|
||||
The simdjson library offers a simple DOM tree API, which you can access by creating a
|
||||
`dom::parser` and calling the `load()` method:
|
||||
|
||||
```c++
|
||||
dom::parser parser;
|
||||
dom::element doc = parser.load(filename); // load and parse a file
|
||||
```
|
||||
|
||||
Or by creating a padded string (for efficiency reasons, simdjson requires a string with
|
||||
SIMDJSON_PADDING bytes at the end) and calling `parse()`:
|
||||
|
||||
```c++
|
||||
dom::parser parser;
|
||||
dom::element doc = parser.parse("[1,2,3]"_padded); // parse a string, the _padded suffix creates a simdjson::padded_string instance
|
||||
```
|
||||
|
||||
The parsed document resulting from the `parser.load` and `parser.parse` calls depends on the `parser` instance. Thus the `parser` instance must remain in scope. Furthermore, you must have at most one parsed document in play per `parser` instance.
|
||||
You cannot copy a `parser` instance, you may only move it.
|
||||
|
||||
If you need to keep a document around long term, you can keep or move the parser instance. Note that moving a parser instance, or keeping one in a movable data structure like vector or map, can cause any outstanding `element`, `object` or `array` instances to be invalidated. If you need to store a parser in a movable data structure, you should use a `std::unique_ptr` to avoid this invalidation(e.g., `std::unique_ptr<dom::parser> parser(new dom::parser{})`).
|
||||
|
||||
During the`load` or `parse` calls, neither the input file nor the input string are ever modified. After calling `load` or `parse`, the source (either a file or a string) can be safely discarded. All of the JSON data is stored in the `parser` instance. The parsed document is also immutable in simdjson: you do not modify it by accessing it.
|
||||
|
||||
For best performance, a `parser` instance should be reused over several files: otherwise you will needlessly reallocate memory, an expensive process. It is also possible to avoid entirely memory allocations during parsing when using simdjson. [See our performance notes for details](performance.md).
|
||||
|
||||
If you need a lower-level interface, you may call the function `parser.parse(const char * p, size_t l)` on a pointer `p` while specifying the
|
||||
length of your input `l` in bytes. To see how to get the very best performance from a low-level approach, you way want to read our [performance notes](https://github.com/simdjson/simdjson/blob/master/doc/performance.md#padding-and-temporary-copies) on this topic (see the Padding and Temporary Copies section).
|
||||
|
||||
|
||||
Using the Parsed JSON
|
||||
---------------------
|
||||
|
||||
Once you have an element, you can navigate it with idiomatic C++ iterators, operators and casts.
|
||||
|
||||
* **Extracting Values (with exceptions):** You can cast a JSON element to a native type: `double(element)` or
|
||||
`double x = json_element`. This works for double, uint64_t, int64_t, bool,
|
||||
dom::object and dom::array. An exception is thrown if the cast is not possible.
|
||||
* **Extracting Values (without exceptions):** You can use a variant usage of `get()` with error codes to avoid exceptions. You first declare the variable of the appropriate type (`double`, `uint64_t`, `int64_t`, `bool`,
|
||||
`dom::object` and `dom::array`) and pass it by reference to `get()` which gives you back an error code: e.g.,
|
||||
```c++
|
||||
simdjson::error_code error;
|
||||
simdjson::padded_string numberstring = "1.2"_padded; // our JSON input ("1.2")
|
||||
simdjson::dom::parser parser;
|
||||
double value; // variable where we store the value to be parsed
|
||||
error = parser.parse(numberstring).get(value);
|
||||
if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
std::cout << "I parsed " << value << " from " << numberstring.data() << std::endl;
|
||||
```
|
||||
* **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`.
|
||||
* **Array Iteration:** To iterate through an array, use `for (auto value : array) { ... }`. If you
|
||||
know the type of the value, you can cast it right there, too! `for (double value : array) { ... }`
|
||||
* **Object Iteration:** You can iterate through an object's fields, too: `for (auto [key, value] : object)`
|
||||
* **Array Index:** To get at an array value by index, use the at() method: `array.at(0)` gets the
|
||||
first element.
|
||||
> Note that array[0] does not compile, because implementing [] gives the impression indexing is a
|
||||
> O(1) operation, which it is not presently in simdjson. Instead, you should iterate over the elements
|
||||
> using a for-loop, as in our examples.
|
||||
* **Array and Object size** Given an array or an object, you can get its size (number of elements or keys)
|
||||
with the `size()` method.
|
||||
* **Checking an Element Type:** You can check an element's type with `element.type()`. It
|
||||
returns an `element_type` with values such as `simdjson::dom::element_type::ARRAY`, `simdjson::dom::element_type::OBJECT`, `simdjson::dom::element_type::INT64`, `simdjson::dom::element_type::UINT64`,`simdjson::dom::element_type::DOUBLE`, `simdjson::dom::element_type::BOOL` or, `simdjson::dom::element_type::NULL_VALUE`.
|
||||
* **Output to streams and strings:** Given a document or an element (or node) out of a JSON document, you can output a minified string version using the C++ stream idiom (`out << element`). You can also request the construction of a minified string version (`simdjson::minify(element)`).
|
||||
|
||||
### Examples
|
||||
|
||||
The following code illustrates all of the above:
|
||||
|
||||
```c++
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
|
||||
// Iterating through an array of objects
|
||||
for (dom::object car : parser.parse(cars_json)) {
|
||||
// Accessing a field by name
|
||||
cout << "Make/Model: " << car["make"] << "/" << car["model"] << endl;
|
||||
|
||||
// Casting a JSON element to an integer
|
||||
uint64_t year = car["year"];
|
||||
cout << "- This car is " << 2020 - year << "years old." << endl;
|
||||
|
||||
// Iterating through an array of floats
|
||||
double total_tire_pressure = 0;
|
||||
for (double tire_pressure : car["tire_pressure"]) {
|
||||
total_tire_pressure += tire_pressure;
|
||||
}
|
||||
cout << "- Average tire pressure: " << (total_tire_pressure / 4) << endl;
|
||||
|
||||
// Writing out all the information about the car
|
||||
for (auto field : car) {
|
||||
cout << "- " << field.key << ": " << field.value << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Here is a different example illustrating the same ideas:
|
||||
|
||||
```C++
|
||||
auto abstract_json = R"( [
|
||||
{ "12345" : {"a":12.34, "b":56.78, "c": 9998877} },
|
||||
{ "12545" : {"a":11.44, "b":12.78, "c": 11111111} }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
|
||||
// Parse and iterate through an array of objects
|
||||
for (dom::object obj : parser.parse(abstract_json)) {
|
||||
for(const auto key_value : obj) {
|
||||
cout << "key: " << key_value.key << " : ";
|
||||
dom::object innerobj = key_value.value;
|
||||
cout << "a: " << double(innerobj["a"]) << ", ";
|
||||
cout << "b: " << double(innerobj["b"]) << ", ";
|
||||
cout << "c: " << int64_t(innerobj["c"]) << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
And another one:
|
||||
|
||||
|
||||
```C++
|
||||
auto abstract_json = R"(
|
||||
{ "str" : { "123" : {"abc" : 3.14 } } } )"_padded;
|
||||
dom::parser parser;
|
||||
double v = parser.parse(abstract_json)["str"]["123"]["abc"];
|
||||
cout << "number: " << v << endl;
|
||||
```
|
||||
|
||||
|
||||
C++17 Support
|
||||
-------------
|
||||
|
||||
While the simdjson library can be used in any project using C++ 11 and above, field iteration has special support C++ 17's destructuring syntax. For example:
|
||||
|
||||
```c++
|
||||
padded_string json = R"( { "foo": 1, "bar": 2 } )"_padded;
|
||||
dom::parser parser;
|
||||
dom::object object;
|
||||
auto error = parser.parse(json).get(object);
|
||||
if (error) { cerr << error << endl; return; }
|
||||
for (auto [key, value] : object) {
|
||||
cout << key << " = " << value << endl;
|
||||
}
|
||||
```
|
||||
|
||||
For comparison, here is the C++ 11 version of the same code:
|
||||
|
||||
```c++
|
||||
// C++ 11 version for comparison
|
||||
padded_string json = R"( { "foo": 1, "bar": 2 } )"_padded;
|
||||
dom::parser parser;
|
||||
dom::object object;
|
||||
auto error = parser.parse(json).get(object);
|
||||
if (error) { cerr << error << endl; return; }
|
||||
for (dom::key_value_pair field : object) {
|
||||
cout << field.key << " = " << field.value << endl;
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
JSON Pointer
|
||||
------------
|
||||
|
||||
The simdjson library also supports [JSON pointer](https://tools.ietf.org/html/rfc6901) through the
|
||||
`at_pointer()` method, letting you reach further down into the document in a single call:
|
||||
|
||||
```c++
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::element cars = parser.parse(cars_json);
|
||||
cout << cars.at_pointer("/0/tire_pressure/1") << endl; // Prints 39.9
|
||||
```
|
||||
|
||||
A JSON Path is a sequence of segments each starting with the '/' character. Within arrays, an integer
|
||||
index allows you to select the indexed node. Within objects, the string value of the key allows you to
|
||||
select the value. If your keys contain the characters '/' or '~', they must be escaped as '~1' and
|
||||
'~0' respectively. An empty JSON Path refers to the whole document.
|
||||
|
||||
We also extend the JSON Pointer support to include *relative* paths.
|
||||
You can apply a JSON path to any node and the path gets interpreted relatively, as if the currrent node were a whole JSON document.
|
||||
|
||||
Consider the following example:
|
||||
|
||||
```c++
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::element cars = parser.parse(cars_json);
|
||||
cout << cars.at_pointer("/0/tire_pressure/1") << endl; // Prints 39.9
|
||||
for (dom::element car_element : cars) {
|
||||
dom::object car;
|
||||
simdjson::error_code error;
|
||||
if ((error = car_element.get(car))) { std::cerr << error << std::endl; return; }
|
||||
double x = car.at_pointer("/tire_pressure/1");
|
||||
cout << x << endl; // Prints 39.9, 31 and 30
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
|
||||
Error Handling
|
||||
--------------
|
||||
|
||||
All simdjson APIs that can fail return `simdjson_result<T>`, which is a <value, error_code>
|
||||
pair. You can retrieve the value with .get(), like so:
|
||||
|
||||
```c++
|
||||
dom::element doc;
|
||||
auto error = parser.parse(json).get(doc);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
```
|
||||
|
||||
When you use the code this way, it is your responsibility to check for error before using the
|
||||
result: if there is an error, the result value will not be valid and using it will caused undefined
|
||||
behavior.
|
||||
|
||||
We can write a "quick start" example where we attempt to parse the following JSON file and access some data, without triggering exceptions:
|
||||
```JavaScript
|
||||
{
|
||||
"statuses": [
|
||||
{
|
||||
"id": 505874924095815700
|
||||
},
|
||||
{
|
||||
"id": 505874922023837700
|
||||
}
|
||||
],
|
||||
"search_metadata": {
|
||||
"count": 100
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Our program loads the file, selects value corresponding to key "search_metadata" which expected to be an object, and then
|
||||
it selects the key "count" within that object.
|
||||
|
||||
```C++
|
||||
#include "simdjson.h"
|
||||
|
||||
int main(void) {
|
||||
simdjson::dom::parser parser;
|
||||
simdjson::dom::element tweets;
|
||||
auto error = parser.load("twitter.json").get(tweets);
|
||||
if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
|
||||
simdjson::dom::element res;
|
||||
if ((error = tweets["search_metadata"]["count"].get(res))) {
|
||||
std::cerr << "could not access keys" << std::endl;
|
||||
return EXIT_FAILURE;
|
||||
}
|
||||
std::cout << res << " results." << std::endl;
|
||||
}
|
||||
```
|
||||
|
||||
The following is a similar example where one wants to get the id of the first tweet without
|
||||
triggering exceptions. To do this, we use `["statuses"].at(0)["id"]`. We break that expression down:
|
||||
|
||||
- Get the list of tweets (the `"statuses"` key of the document) using `["statuses"]`). The result is expected to be an array.
|
||||
- Get the first tweet using `.at(0)`. The result is expected to be an object.
|
||||
- Get the id of the tweet using ["id"]. We expect the value to be a non-negative integer.
|
||||
|
||||
Observe how we use the `at` method when querying an index into an array, and not the bracket operator.
|
||||
|
||||
```C++
|
||||
#include "simdjson.h"
|
||||
|
||||
int main(void) {
|
||||
simdjson::dom::parser parser;
|
||||
simdjson::dom::element tweets;
|
||||
auto error = parser.load("twitter.json").get(tweets);
|
||||
if(error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
uint64_t identifier;
|
||||
error = tweets["statuses"].at(0)["id"].get(identifier);
|
||||
if(error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
std::cout << identifier << std::endl;
|
||||
return EXIT_SUCCESS;
|
||||
}
|
||||
```
|
||||
|
||||
### Error Handling Example
|
||||
|
||||
This is how the example in "Using the Parsed JSON" could be written using only error code checking:
|
||||
|
||||
```c++
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::array cars;
|
||||
auto error = parser.parse(cars_json).get(cars);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
|
||||
// Iterating through an array of objects
|
||||
for (dom::element car_element : cars) {
|
||||
dom::object car;
|
||||
if ((error = car_element.get(car))) { cerr << error << endl; exit(1); }
|
||||
|
||||
// Accessing a field by name
|
||||
std::string_view make, model;
|
||||
if ((error = car["make"].get(make))) { cerr << error << endl; exit(1); }
|
||||
if ((error = car["model"].get(model))) { cerr << error << endl; exit(1); }
|
||||
cout << "Make/Model: " << make << "/" << model << endl;
|
||||
|
||||
// Casting a JSON element to an integer
|
||||
uint64_t year;
|
||||
if ((error = car["year"].get(year))) { cerr << error << endl; exit(1); }
|
||||
cout << "- This car is " << 2020 - year << "years old." << endl;
|
||||
|
||||
// Iterating through an array of floats
|
||||
double total_tire_pressure = 0;
|
||||
dom::array tire_pressure_array;
|
||||
if ((error = car["tire_pressure"].get(tire_pressure_array))) { cerr << error << endl; exit(1); }
|
||||
for (dom::element tire_pressure_element : tire_pressure_array) {
|
||||
double tire_pressure;
|
||||
if ((error = tire_pressure_element.get(tire_pressure))) { cerr << error << endl; exit(1); }
|
||||
total_tire_pressure += tire_pressure;
|
||||
}
|
||||
cout << "- Average tire pressure: " << (total_tire_pressure / 4) << endl;
|
||||
|
||||
// Writing out all the information about the car
|
||||
for (auto field : car) {
|
||||
cout << "- " << field.key << ": " << field.value << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Here is another example:
|
||||
|
||||
```C++
|
||||
auto abstract_json = R"( [
|
||||
{ "12345" : {"a":12.34, "b":56.78, "c": 9998877} },
|
||||
{ "12545" : {"a":11.44, "b":12.78, "c": 11111111} }
|
||||
] )"_padded;
|
||||
dom::parser parser;
|
||||
dom::array array;
|
||||
auto error = parser.parse(abstract_json).get(array);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
// Iterate through an array of objects
|
||||
for (dom::element elem : array) {
|
||||
dom::object obj;
|
||||
if ((error = elem.get(obj))) { cerr << error << endl; exit(1); }
|
||||
for (auto & key_value : obj) {
|
||||
cout << "key: " << key_value.key << " : ";
|
||||
dom::object innerobj;
|
||||
if ((error = key_value.value.get(innerobj))) { cerr << error << endl; exit(1); }
|
||||
|
||||
double va, vb;
|
||||
if ((error = innerobj["a"].get(va))) { cerr << error << endl; exit(1); }
|
||||
cout << "a: " << va << ", ";
|
||||
if ((error = innerobj["b"].get(vc))) { cerr << error << endl; exit(1); }
|
||||
cout << "b: " << vb << ", ";
|
||||
|
||||
int64_t vc;
|
||||
if ((error = innerobj["c"].get(vc))) { cerr << error << endl; exit(1); }
|
||||
cout << "c: " << vc << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
And another one:
|
||||
|
||||
```C++
|
||||
auto abstract_json = R"(
|
||||
{ "str" : { "123" : {"abc" : 3.14 } } } )"_padded;
|
||||
dom::parser parser;
|
||||
double v;
|
||||
auto error = parser.parse(abstract_json)["str"]["123"]["abc"].get(v);
|
||||
if (error) { cerr << error << endl; exit(1); }
|
||||
cout << "number: " << v << endl;
|
||||
```
|
||||
|
||||
Notice how we can string several operations (`parser.parse(abstract_json)["str"]["123"]["abc"].get(v)`) and only check for the error once, a strategy we call *error chaining*.
|
||||
|
||||
The next two functions will take as input a JSON document containing an array with a single element, either a string or a number. They return true upon success.
|
||||
|
||||
```C++
|
||||
simdjson::dom::parser parser{};
|
||||
|
||||
bool parse_double(const char *j, double &d) {
|
||||
auto error = parser.parse(j, std::strlen(j))
|
||||
.at(0)
|
||||
.get(d, error);
|
||||
if (error) { return false; }
|
||||
return true;
|
||||
}
|
||||
|
||||
bool parse_string(const char *j, std::string &s) {
|
||||
std::string_view answer;
|
||||
auto error = parser.parse(j,strlen(j))
|
||||
.at(0)
|
||||
.get(answer, error);
|
||||
if (error) { return false; }
|
||||
s.assign(answer.data(), answer.size());
|
||||
return true;
|
||||
}
|
||||
```
|
||||
|
||||
To ensure you don't write any code that uses exceptions, compile with `SIMDJSON_EXCEPTIONS=OFF`. For example, if including the project via cmake:
|
||||
|
||||
```cmake
|
||||
target_compile_definitions(simdjson PUBLIC SIMDJSON_EXCEPTIONS=OFF)
|
||||
```
|
||||
|
||||
### Exceptions
|
||||
|
||||
Users more comfortable with an exception flow may choose to directly cast the `simdjson_result<T>` to the desired type:
|
||||
|
||||
```c++
|
||||
dom::element doc = parser.parse(json); // Throws an exception if there was an error!
|
||||
```
|
||||
|
||||
When used this way, a `simdjson_error` exception will be thrown if an error occurs, preventing the
|
||||
program from continuing if there was an error.
|
||||
|
||||
|
||||
If one is willing to trigger exceptions, it is possible to write simpler code:
|
||||
|
||||
```C++
|
||||
#include "simdjson.h"
|
||||
|
||||
int main(void) {
|
||||
simdjson::dom::parser parser;
|
||||
simdjson::dom::element tweets = parser.load("twitter.json");
|
||||
std::cout << "ID: " << tweets["statuses"].at(0)["id"] << std::endl;
|
||||
return EXIT_SUCCESS;
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
Tree Walking and JSON Element Types
|
||||
-----------------------------------
|
||||
|
||||
Sometimes you don't necessarily have a document with a known type, and are trying to generically
|
||||
inspect or walk over JSON elements. To do that, you can use iterators and the type() method. For
|
||||
example, here's a quick and dirty recursive function that verbosely prints the JSON document as JSON
|
||||
(* ignoring nuances like trailing commas and escaping strings, for brevity's sake):
|
||||
|
||||
```c++
|
||||
void print_json(dom::element element) {
|
||||
switch (element.type()) {
|
||||
case dom::element_type::ARRAY:
|
||||
cout << "[";
|
||||
for (dom::element child : dom::array(element)) {
|
||||
print_json(child);
|
||||
cout << ",";
|
||||
}
|
||||
cout << "]";
|
||||
break;
|
||||
case dom::element_type::OBJECT:
|
||||
cout << "{";
|
||||
for (dom::key_value_pair field : dom::object(element)) {
|
||||
cout << "\"" << field.key << "\": ";
|
||||
print_json(field.value);
|
||||
}
|
||||
cout << "}";
|
||||
break;
|
||||
case dom::element_type::INT64:
|
||||
cout << int64_t(element) << endl;
|
||||
break;
|
||||
case dom::element_type::UINT64:
|
||||
cout << uint64_t(element) << endl;
|
||||
break;
|
||||
case dom::element_type::DOUBLE:
|
||||
cout << double(element) << endl;
|
||||
break;
|
||||
case dom::element_type::STRING:
|
||||
cout << std::string_view(element) << endl;
|
||||
break;
|
||||
case dom::element_type::BOOL:
|
||||
cout << bool(element) << endl;
|
||||
break;
|
||||
case dom::element_type::NULL_VALUE:
|
||||
cout << "null" << endl;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
void basics_treewalk_1() {
|
||||
dom::parser parser;
|
||||
print_json(parser.load("twitter.json"));
|
||||
}
|
||||
```
|
239
doc/ondemand.md
239
doc/ondemand.md
|
@ -1,239 +0,0 @@
|
|||
On Demand Basics
|
||||
================
|
||||
|
||||
On Demand is a new, faster simdjson API with all the ease-of-use you are used to. While it provides a
|
||||
familiar DOM interface, under the hood it is different: it is parsing values *as you use them.*
|
||||
With On Demand, you do not waste time parsing JSON you do not use, and you do not pay the cost of generating
|
||||
an intermediate DOM tree.
|
||||
|
||||
We provide an overview of what you need to know to use the simdjson On Demand API, with examples.
|
||||
|
||||
* [Including ondemand](#including-on-demand)
|
||||
* [The Basics: Loading and Parsing JSON Documents](#the-basics-loading-and-parsing-json-documents)
|
||||
* [Using the Parsed JSON](#using-the-parsed-json)
|
||||
|
||||
The On Demand API supports the same JSON standards and C++ compilers as simdjson's DOM API. Refer to the DOM docs for more information:
|
||||
|
||||
* [Requirements](basics.md##requirements)
|
||||
* [Using simdjson as a CMake dependency](#using-simdjson-as-a-cmake-dependency)
|
||||
* [Error Handling](basics.md#error-handling)
|
||||
* [Error Handling Example](basics.md#error-handling-example)
|
||||
* [Exceptions](basics.md#exceptions)
|
||||
* [Thread Safety](basics.md#thread-safety)
|
||||
* [Standard Compliance](basics.md#standard-compliance)
|
||||
* [C++11 Support and string_view](basics.md#c11-support-and-string_view)
|
||||
* [C++17 Support](basics.md#c17-support)
|
||||
* [Backwards Compatibility](basics.md#backwards-compatibility)
|
||||
|
||||
For deeper information about the design and implementation of the simdjson On Demand API, refer to
|
||||
the [design document](ondemand.md).
|
||||
|
||||
Including On Demand
|
||||
------------------
|
||||
|
||||
To include simdjson, copy [simdjson.h](/singleheader/simdjson.h) and [simdjson.cpp](/singleheader/simdjson.cpp)
|
||||
into your project. Then include it in your project with:
|
||||
|
||||
```c++
|
||||
#include "simdjson.h"
|
||||
using namespace simdjson; // optional
|
||||
```
|
||||
|
||||
You can generally compile with:
|
||||
|
||||
```
|
||||
c++ -O3 myproject.cpp simdjson.cpp
|
||||
```
|
||||
|
||||
|
||||
Note:
|
||||
- Users on macOS and other platforms where compilers do not provide C++11 compliant by default
|
||||
should request it with the appropriate flag (e.g., `c++ -march=native -std=c++17 myproject.cpp simdjson.cpp`).
|
||||
|
||||
The Basics: Loading and Parsing JSON Documents
|
||||
----------------------------------------------
|
||||
|
||||
The simdjson library offers a simple DOM tree API, which you can access by creating a
|
||||
`ondemand::parser` and calling the `iterate()` method:
|
||||
|
||||
```c++
|
||||
ondemand::parser parser;
|
||||
auto json = padded_string::load("twitter.json");
|
||||
ondemand::document doc = parser.iterate(json); // load and parse a file
|
||||
```
|
||||
|
||||
Or by creating a padded string (for efficiency reasons, simdjson requires a string with
|
||||
SIMDJSON_PADDING bytes at the end) and calling `iterate()`:
|
||||
|
||||
```c++
|
||||
ondemand::parser parser;
|
||||
auto json = "[1,2,3]"_padded; // The _padded suffix creates a simdjson::padded_string instance
|
||||
ondemand::document doc = parser.iterate(json); // parse a string
|
||||
```
|
||||
|
||||
If you have a buffer of your own with enough padding already (SIMDJSON_PADDING extra bytes allocated), you can use `promise_padded` to pass it in:
|
||||
|
||||
```c++
|
||||
ondemand::parser parser;
|
||||
char json[3+SIMDJSON_PADDING];
|
||||
strcpy(json, "[1]");
|
||||
ondemand::document doc = parser.iterate(json, strlen(json), sizeof(json));
|
||||
```
|
||||
|
||||
Documents Are Iterators
|
||||
-----------------------
|
||||
|
||||
A `document` is *not* a fully-parsed JSON value; rather, it is an **iterator** over the JSON text.
|
||||
This means that while you iterate an array, or search for a field in an object, it is actually
|
||||
walking through the original JSON text, merrily reading commas and colons and brackets to make sure
|
||||
you get where you are going. This is the key to On Demand's performance: since it's just an iterator,
|
||||
it lets you parse values as you use them. And particularly, it lets you *skip* values you do not want
|
||||
to use.
|
||||
|
||||
### Parser, Document and JSON Scope
|
||||
|
||||
Because a document is an iterator over the JSON text, both the JSON text and the parser must
|
||||
remain alive (in scope) while you are using it. Further, a `parser` may have at most
|
||||
one document open at a time, since it holds allocated memory used for the parsing.
|
||||
|
||||
During the `iterate` call, the original JSON text is never modified--only read. After you are done
|
||||
with the document, the source (whether file or string) can be safely discarded.
|
||||
|
||||
For best performance, a `parser` instance should be reused over several files: otherwise you will
|
||||
needlessly reallocate memory, an expensive process. It is also possible to avoid entirely memory
|
||||
allocations during parsing when using simdjson. [See our performance notes for details](performance.md).
|
||||
|
||||
Using the Parsed JSON
|
||||
---------------------
|
||||
|
||||
Once you have a document, you can navigate it with idiomatic C++ iterators, operators and casts.
|
||||
The following show how to use the JSON when exceptions are enabled, but simdjson has full, idiomatic
|
||||
support for users who avoid exceptions. See [the simdjson DOM API's error handling documentation](basics.md#error-handling) for more.
|
||||
|
||||
* **Extracting Values:** You can cast a JSON element to a native type:
|
||||
`double(element)` or `double x = json_element`. This works for double, uint64_t, int64_t, bool,
|
||||
ondemand::object and ondemand::array. At this point, the number, string or boolean will be parsed,
|
||||
or the initial `[` or `{` will be verified. An exception is thrown if the cast is not possible.
|
||||
|
||||
> IMPORTANT NOTE: values can only be parsed once. Since documents are *iterators*, once you have
|
||||
> parsed a value (such as by casting to double), you cannot get at it again.
|
||||
* **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`. This will
|
||||
scan through the object looking for the field with the matching string.
|
||||
|
||||
> NOTE: simdjson does *not* unescape keys when matching. This is not generally a problem for
|
||||
> applications with well-defined key names (which generally do not use escapes). If you do need this
|
||||
> support, it's best to iterate through the object fields to find the field you are looking for.
|
||||
>
|
||||
> By default, field lookup is order-insensitive, so you can look up values in any order. However,
|
||||
> we still encourage you to look up fields in the order you expect them in the JSON, as it is still
|
||||
> much faster.
|
||||
>
|
||||
> If you want to enforce finding fields in order, you can use `object.find_field("foo")` instead.
|
||||
> This will only look forward, and will fail to find fields in the wrong order: for example, this
|
||||
> will fail:
|
||||
>
|
||||
> ```c++
|
||||
> ondemand::parser parser;
|
||||
> auto json = R"( { "x": 1, "y": 2 } )"_padded;
|
||||
> auto doc = parser.iterate(json);
|
||||
> double y = doc.find_field("y"); // The cursor is now after the 2 (at })
|
||||
> double x = doc.find_field("x"); // This fails, because there are no more fields after "y"
|
||||
> ```
|
||||
>
|
||||
> By contrast, using the default (order-insensitive) lookup succeeds:
|
||||
>
|
||||
> ```c++
|
||||
> ondemand::parser parser;
|
||||
> auto json = R"( { "x": 1, "y": 2 } )"_padded;
|
||||
> auto doc = parser.iterate(json);
|
||||
> double y = doc["y"]; // The cursor is now after the 2 (at })
|
||||
> double x = doc["x"]; // Success: [] loops back around to find "x"
|
||||
> ```
|
||||
* **Array Iteration:** To iterate through an array, use `for (auto value : array) { ... }`. This will
|
||||
step through each value in the JSON array.
|
||||
|
||||
If you know the type of the value, you can cast it right there, too! `for (double value : array) { ... }`.
|
||||
* **Object Iteration:** You can iterate through an object's fields, as well: `for (auto field : object) { ... }`
|
||||
- `field.unescaped_key()` will get you the key string.
|
||||
- `field.value()` will get you the value, which you can then use all these other methods on.
|
||||
* **Array Index:** Because it is forward-only, you cannot look up an array element by index. Instead,
|
||||
you will need to iterate through the array and keep an index yourself.
|
||||
|
||||
### Examples
|
||||
|
||||
The following code illustrates many of the above concepts:
|
||||
|
||||
```c++
|
||||
ondemand::parser parser;
|
||||
auto cars_json = R"( [
|
||||
{ "make": "Toyota", "model": "Camry", "year": 2018, "tire_pressure": [ 40.1, 39.9, 37.7, 40.4 ] },
|
||||
{ "make": "Kia", "model": "Soul", "year": 2012, "tire_pressure": [ 30.1, 31.0, 28.6, 28.7 ] },
|
||||
{ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0, 30.2, 30.5 ] }
|
||||
] )"_padded;
|
||||
|
||||
// Iterating through an array of objects
|
||||
for (ondemand::object car : parser.iterate(cars_json)) {
|
||||
// Accessing a field by name
|
||||
cout << "Make/Model: " << std::string_view(car["make"]) << "/" << std::string_view(car["model"]) << endl;
|
||||
|
||||
// Casting a JSON element to an integer
|
||||
uint64_t year = car["year"];
|
||||
cout << "- This car is " << 2020 - year << "years old." << endl;
|
||||
|
||||
// Iterating through an array of floats
|
||||
double total_tire_pressure = 0;
|
||||
for (double tire_pressure : car["tire_pressure"]) {
|
||||
total_tire_pressure += tire_pressure;
|
||||
}
|
||||
cout << "- Average tire pressure: " << (total_tire_pressure / 4) << endl;
|
||||
}
|
||||
```
|
||||
|
||||
Here is a different example illustrating the same ideas:
|
||||
|
||||
```C++
|
||||
ondemand::parser parser;
|
||||
auto points_json = R"( [
|
||||
{ "12345" : {"x":12.34, "y":56.78, "z": 9998877} },
|
||||
{ "12545" : {"x":11.44, "y":12.78, "z": 11111111} }
|
||||
] )"_padded;
|
||||
|
||||
// Parse and iterate through an array of objects
|
||||
for (ondemand::object points : parser.iterate(points_json)) {
|
||||
for (auto point : points) {
|
||||
cout << "id: " << std::string_view(point.unescaped_key()) << ": (";
|
||||
cout << point.value()["x"].get_double() << ", ";
|
||||
cout << point.value()["y"].get_double() << ", ";
|
||||
cout << point.value()["z"].get_int64() << endl;
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
And another one:
|
||||
|
||||
```C++
|
||||
auto abstract_json = R"(
|
||||
{ "str" : { "123" : {"abc" : 3.14 } } }
|
||||
)"_padded;
|
||||
ondemand::parser parser;
|
||||
auto doc = parser.iterate(abstract_json);
|
||||
cout << doc["str"]["123"]["abc"].get_double() << endl; // Prints 3.14
|
||||
```
|
||||
|
||||
* **Extracting Values (without exceptions):** You can use a variant usage of `get()` with error
|
||||
codes to avoid exceptions. You first declare the variable of the appropriate type (`double`,
|
||||
`uint64_t`, `int64_t`, `bool`, `ondemand::object` and `ondemand::array`) and pass it by reference
|
||||
to `get()` which gives you back an error code: e.g.,
|
||||
|
||||
```c++
|
||||
auto abstract_json = R"(
|
||||
{ "str" : { "123" : {"abc" : 3.14 } } }
|
||||
)"_padded;
|
||||
ondemand::parser parser;
|
||||
|
||||
double value;
|
||||
auto doc = parser.iterate(abstract_json);
|
||||
auto error = doc["str"]["123"]["abc"].get(value);
|
||||
if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
|
||||
cout << value << endl; // Prints 3.14
|
||||
```
|
|
@ -21,10 +21,6 @@ simdjson_really_inline value_iterator document::get_root_value_iterator() noexce
|
|||
simdjson_really_inline value document::resume_value() noexcept {
|
||||
return resume_value_iterator();
|
||||
}
|
||||
simdjson_really_inline value document::get_root_value() noexcept {
|
||||
return get_root_value_iterator();
|
||||
}
|
||||
|
||||
simdjson_really_inline simdjson_result<array> document::get_array() & noexcept {
|
||||
auto value = get_root_value_iterator();
|
||||
return array::start_root(value);
|
||||
|
|
|
@ -298,6 +298,12 @@ public:
|
|||
*/
|
||||
simdjson_really_inline simdjson_result<std::string_view> raw_json_token() noexcept;
|
||||
|
||||
/**
|
||||
* Get the root value.
|
||||
*/
|
||||
simdjson_really_inline value get_root_value() noexcept;
|
||||
simdjson_really_inline operator value() noexcept;
|
||||
|
||||
protected:
|
||||
simdjson_really_inline document(ondemand::json_iterator &&iter) noexcept;
|
||||
simdjson_really_inline const uint8_t *text(uint32_t idx) const noexcept;
|
||||
|
@ -305,7 +311,6 @@ protected:
|
|||
simdjson_really_inline value_iterator resume_value_iterator() noexcept;
|
||||
simdjson_really_inline value_iterator get_root_value_iterator() noexcept;
|
||||
simdjson_really_inline value resume_value() noexcept;
|
||||
simdjson_really_inline value get_root_value() noexcept;
|
||||
static simdjson_really_inline document start(ondemand::json_iterator &&iter) noexcept;
|
||||
|
||||
//
|
||||
|
|
|
@ -99,6 +99,69 @@ void basics_dom_4() {
|
|||
cout << "number: " << v << endl;
|
||||
}
|
||||
|
||||
namespace ondemand_treewalk {
|
||||
// We use a template function because we need to
|
||||
// support both ondemand::value and ondemand::document
|
||||
// as a parameter type. Note that we move the values.
|
||||
template <class T>
|
||||
void recursive_print_json(T&& element) {
|
||||
bool add_comma;
|
||||
switch (element.type()) {
|
||||
case ondemand::json_type::array:
|
||||
cout << "[";
|
||||
add_comma = false;
|
||||
for (auto child : element.get_array()) {
|
||||
if (add_comma) {
|
||||
cout << ",";
|
||||
}
|
||||
// We need the call to value() to get
|
||||
// an ondemand::value type.
|
||||
recursive_print_json(child.value());
|
||||
add_comma = true;
|
||||
}
|
||||
cout << "]";
|
||||
break;
|
||||
case ondemand::json_type::object:
|
||||
cout << "{";
|
||||
add_comma = false;
|
||||
for (auto field : element.get_object()) {
|
||||
if (add_comma) {
|
||||
cout << ",";
|
||||
}
|
||||
// key() returns the unescaped key, if we
|
||||
// want the escaped key, we should do
|
||||
// field.unescaped_key().
|
||||
cout << "\"" << field.key() << "\": ";
|
||||
recursive_print_json(field.value());
|
||||
add_comma = true;
|
||||
}
|
||||
cout << "}";
|
||||
break;
|
||||
case ondemand::json_type::number:
|
||||
// assume it fits in a double
|
||||
cout << element.get_double();
|
||||
break;
|
||||
case ondemand::json_type::string:
|
||||
// get_string() would return escaped string, but
|
||||
// we are happy with unescaped string.
|
||||
cout << "\"" << element.get_raw_json_string() << "\"";
|
||||
break;
|
||||
case ondemand::json_type::boolean:
|
||||
cout << element.get_bool();
|
||||
break;
|
||||
case ondemand::json_type::null:
|
||||
cout << "null";
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
void basics_treewalk() {
|
||||
ondemand::parser parser;
|
||||
auto json = padded_string::load("twitter.json");
|
||||
recursive_print_json(parser.iterate(json));
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
namespace treewalk_1 {
|
||||
void print_json(dom::element element) {
|
||||
|
|
Loading…
Reference in New Issue