# Parser Callbacks ## Overview With a parser callback function, the result of parsing a JSON text can be influenced. When passed to `parse`, it is called on certain events (passed as `parse_event_t` via parameter `event`) with a set recursion depth `depth` and context JSON value `parsed`. The return value of the callback function is a boolean indicating whether the element that emitted the callback shall be kept or not. The type of the callback function is: ```cpp template using parser_callback_t = std::function; ``` ## Callback event types We distinguish six scenarios (determined by the event type) in which the callback function can be called. The following table describes the values of the parameters `depth`, `event`, and `parsed`. | parameter `event` | description | parameter `depth` | parameter `parsed` | |-------------------------------|-----------------------------------------------------------|-------------------------------------------|----------------------------------| | `parse_event_t::object_start` | the parser read `{` and started to process a JSON object | depth of the parent of the JSON object | a JSON value with type discarded | | `parse_event_t::key` | the parser read a key of a value in an object | depth of the currently parsed JSON object | a JSON string containing the key | | `parse_event_t::object_end` | the parser read `}` and finished processing a JSON object | depth of the parent of the JSON object | the parsed JSON object | | `parse_event_t::array_start` | the parser read `[` and started to process a JSON array | depth of the parent of the JSON array | a JSON value with type discarded | | `parse_event_t::array_end` | the parser read `]` and finished processing a JSON array | depth of the parent of the JSON array | the parsed JSON array | | `parse_event_t::value` | the parser finished reading a JSON value | depth of the value | the parsed JSON value | ??? example When parsing the following JSON text, ```json { "name": "Berlin", "location": [ 52.519444, 13.406667 ] } ``` these calls are made to the callback function: | event | depth | parsed | | -------------- | ----- | ------ | | `object_start` | 0 | *discarded* | | `key` | 1 | `#!json "name"` | | `value` | 1 | `#!json "Berlin"` | | `key` | 1 | `#!json "location"` | | `array_start` | 1 | *discarded* | | `value` | 2 | `#!json 52.519444` | | `value` | 2 | `#!json 13.406667` | | `array_end` | 1 | `#!json [52.519444,13.406667]` | | `object_end` | 0 | `#!json {"location":[52.519444,13.406667],"name":"Berlin"}` | !!! note "No built-in nesting depth limit" The library has no built-in limit on recursion/nesting depth while parsing. A parser callback can only *discard* content it has already parsed (by returning `#!c false`); it cannot make parsing fail once a nesting limit is exceeded partway through reading a deeply nested value. If you need to reject over-deep untrusted input outright, track `depth` in a callback and `throw` from it once your limit is exceeded (a thrown exception propagates out of `parse()` as usual). ## Return value Discarding a value (i.e., returning `#!c false`) has different effects depending on the context in which the function was called: - Discarded values in structured types are skipped. That is, the parser will behave as if the discarded value was never read. - In case a value outside a structured type is skipped, it is replaced with `#!json null`. This case happens if the top-level element is skipped. ??? example The example below demonstrates the `parse()` function with and without callback function. ```cpp --8<-- "examples/parse__string__parser_callback_t.cpp" ``` Output: ```json --8<-- "examples/parse__string__parser_callback_t.output" ``` ## Recipe: rejecting duplicate object keys The JSON specification leaves the handling of objects with repeated keys up to the implementation. As described in [`object_t`](../../api/basic_json/object_t.md#behavior), it is unspecified which value for a repeated key ends up in the resulting `#!c json` value -- once parsing has produced that value, the duplicate is already gone, because object storage maps each key to a single value. If duplicate keys should instead be treated as an error, a parser callback can detect them while the object is still being read, before that ambiguity ever applies. ??? example ```cpp --8<-- "examples/reject_duplicate_keys.cpp" ``` Output: ```json --8<-- "examples/reject_duplicate_keys.output" ``` This approach has two limitations: - The depth-indexed bookkeeping must account for the fact that `object_start` reports the depth of the *parent* of the object, while the `key` events inside that object are reported one depth deeper (see the event table above); it is easy to get this off by one for nested objects. - The thrown exception cannot carry a `parse_error`-style byte offset, because position tracking only exists inside the parser and lexer, not at the callback layer. For strict validation with precise error positions, implementing a [SAX interface](sax_interface.md) instead gives access to the parser's position information directly. ## Recipe: streaming a large homogeneous array A common use case is a huge top-level array of many similarly-shaped objects, too large to hold entirely in memory as a `#!c json` value. A parser callback can hand off each completed element to a user function and then discard it, so memory usage stays bounded by a single element (plus the not-yet-parsed tail of the input) rather than the whole document. Since the top-level array's `array_start`/`array_end` are reported at `depth == 0` (its parent is the document root), the object elements it contains are reported at `depth == 1`: ??? example ```cpp std::ifstream input("large_array.json"); auto callback = [](int depth, json::parse_event_t event, json& parsed) -> bool { if (depth == 1 && event == json::parse_event_t::object_end) { handle_element(parsed); // process the element, e.g. write it elsewhere return false; // discard it -- frees its memory before the next one is parsed } return true; // keep everything else, including the (by then empty) top-level array }; json::parse(input, callback); ``` If the array's elements are scalars or nested arrays instead of objects, check for `parse_event_t::value` or `parse_event_t::array_end` at `depth == 1` instead. The same approach works for a top-level *object* of many homogeneous values by checking `object_end`/`value` events at `depth == 1` there too. ## Recipe: max nesting depth via a callback Since there is no built-in nesting-depth limit (see the note above), a callback can enforce one manually by tracking the maximum `depth` seen and throwing once it is exceeded: ??? example ```cpp constexpr int max_depth = 32; auto callback = [](int depth, json::parse_event_t /*event*/, json& /*parsed*/) -> bool { if (depth > max_depth) { throw std::runtime_error("maximum nesting depth exceeded"); } return true; }; json::parse(input, callback); ```