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use async_trait::async_trait;
use openai_protocol::common::Tool;
use serde_json::Value;
use crate::{
errors::{ParserError, ParserResult},
parsers::helpers,
partial_json::PartialJson,
traits::ToolParser,
types::{FunctionCall, StreamingParseResult, ToolCall, ToolCallItem},
};
/// JSON format parser for tool calls
///
/// Handles pure JSON formats for function calling:
/// - Single tool call: {"name": "fn", "arguments": {...}}
/// - Multiple tool calls: [{"name": "fn1", "arguments": {...}}, ...]
/// - With parameters instead of arguments: {"name": "fn", "parameters": {...}}
pub struct JsonParser {
/// Parser for handling incomplete JSON during streaming
partial_json: PartialJson,
/// Buffer for accumulating incomplete patterns across chunks
buffer: String,
/// Stores complete tool call info (name and arguments) for each tool being parsed
prev_tool_call_arr: Vec<Value>,
/// Index of currently streaming tool call (-1 means no active tool)
current_tool_id: i32,
/// Flag for whether current tool's name has been sent to client
current_tool_name_sent: bool,
/// Tracks raw JSON string content streamed to client for each tool's arguments
streamed_args_for_tool: Vec<String>,
/// Separator between multiple tool calls
tool_call_separator: &'static str,
/// Track whether we're parsing array format `[...]` vs single object `{...}`
is_array_format: bool,
/// Track whether we've already stripped the closing ] bracket (for array format)
array_closed: bool,
}
impl JsonParser {
/// Create a new JSON parser
pub fn new() -> Self {
Self {
partial_json: PartialJson::default(),
buffer: String::new(),
prev_tool_call_arr: Vec::new(),
current_tool_id: -1,
current_tool_name_sent: false,
streamed_args_for_tool: Vec::new(),
tool_call_separator: ",",
is_array_format: false,
array_closed: false,
}
}
/// Try to extract a first valid JSON object or array from text that may contain other content
/// Returns (json_string, normal_text) where normal_text is text before and after the JSON
fn extract_json_from_text(text: &str) -> Option<(String, String)> {
let mut in_string = false;
let mut escape = false;
let mut stack: Vec<char> = Vec::with_capacity(8);
let mut start: Option<usize> = None;
for (i, ch) in text.char_indices() {
if escape {
escape = false;
continue;
}
match ch {
'\\' if in_string => escape = true,
'"' => in_string = !in_string,
_ if in_string => {}
'{' | '[' => {
if start.is_none() {
start = Some(i);
}
stack.push(ch);
}
'}' | ']' => {
let Some(open) = stack.pop() else {
// Stray closer - reset and continue looking for next valid JSON
start = None;
continue;
};
let valid = (open == '{' && ch == '}') || (open == '[' && ch == ']');
if !valid {
// Mismatch - reset and continue looking
start = None;
stack.clear();
continue;
}
if stack.is_empty() {
// Safe: start is always set when stack was pushed to (opening bracket sets it)
let Some(s) = start else {
continue;
};
let e = i + ch.len_utf8();
let potential_json = &text[s..e];
// Validate that this is actually valid JSON before returning
if serde_json::from_str::<Value>(potential_json).is_ok() {
let json = potential_json.to_string();
let normal = format!("{}{}", &text[..s], &text[e..]);
return Some((json, normal));
} else {
// Not valid JSON, reset and continue looking
start = None;
continue;
}
}
}
_ => {}
}
}
None
}
/// Parse a single JSON object into a ToolCall
fn parse_single_object(obj: &Value) -> ParserResult<Option<ToolCall>> {
// Check if this looks like a tool call
let name = obj
.get("name")
.or_else(|| obj.get("function"))
.and_then(|v| v.as_str());
if let Some(name) = name {
// Get arguments - support both "arguments" and "parameters" keys
let empty_obj = Value::Object(serde_json::Map::new());
let args = obj
.get("arguments")
.or_else(|| obj.get("parameters"))
.unwrap_or(&empty_obj);
// Convert arguments to JSON string
let arguments = serde_json::to_string(args)
.map_err(|e| ParserError::ParsingFailed(e.to_string()))?;
Ok(Some(ToolCall {
function: FunctionCall {
name: name.to_string(),
arguments,
},
}))
} else {
Ok(None)
}
}
/// Parse JSON value(s) into tool calls
fn parse_json_value(value: &Value) -> ParserResult<Vec<ToolCall>> {
let mut tools = Vec::new();
match value {
Value::Array(arr) => {
// Parse each element in the array
for item in arr {
if let Some(tool) = Self::parse_single_object(item)? {
tools.push(tool);
}
}
}
Value::Object(_) => {
// Single tool call
if let Some(tool) = Self::parse_single_object(value)? {
tools.push(tool);
}
}
_ => {
// Not a valid tool call format
return Ok(vec![]);
}
}
Ok(tools)
}
}
impl Default for JsonParser {
fn default() -> Self {
Self::new()
}
}
#[async_trait]
impl ToolParser for JsonParser {
async fn parse_complete(&self, text: &str) -> ParserResult<(String, Vec<ToolCall>)> {
// Always use extract_json_from_text to handle both pure JSON and mixed content
if let Some((extracted_json, normal_text)) = Self::extract_json_from_text(text) {
let parsed = serde_json::from_str::<Value>(&extracted_json)
.map_err(|e| ParserError::ParsingFailed(e.to_string()))
.and_then(|v| Self::parse_json_value(&v));
match parsed {
Ok(tools) => return Ok((normal_text, tools)),
Err(e) => tracing::debug!("parse_complete failed: {:?}", e),
}
}
// No valid JSON found, return original text as normal text
Ok((text.to_string(), vec![]))
}
async fn parse_incremental(
&mut self,
chunk: &str,
tools: &[Tool],
) -> ParserResult<StreamingParseResult> {
// Append new text to buffer
self.buffer.push_str(chunk);
let current_text = &self.buffer.clone();
// Determine format on first parse (array vs single object)
if self.current_tool_id == -1 && self.has_tool_markers(current_text) {
self.is_array_format = current_text.trim().starts_with('[');
}
// Check if current_text has tool_call
// Once array is closed, don't treat [ or { as tool markers
let has_tool_start = (!self.array_closed && self.has_tool_markers(current_text))
|| (self.current_tool_id > 0 && current_text.starts_with(self.tool_call_separator));
if !has_tool_start {
let mut normal_text = self.buffer.clone();
self.buffer.clear();
// Strip ] only once (the closing bracket of JSON array format)
// Only for array format and only if we haven't already closed it
if self.is_array_format
&& !self.array_closed
&& self.current_tool_id > 0
&& normal_text.starts_with("]")
{
if let Some(stripped) = normal_text.strip_prefix(']') {
normal_text = stripped.to_string();
}
self.array_closed = true;
}
return Ok(StreamingParseResult {
normal_text,
calls: vec![],
});
}
// Build tool indices
let tool_indices = helpers::get_tool_indices(tools);
// Determine start index for JSON parsing
// JSON can start with [ (array) or { (single object)
let start_idx = if let Some(bracket_pos) = current_text.find('[') {
let brace_pos = current_text.find('{');
match brace_pos {
Some(bp) => bp,
_ => bracket_pos,
}
} else if let Some(brace_pos) = current_text.find('{') {
brace_pos
} else if self.current_tool_id > 0 && current_text.starts_with(self.tool_call_separator) {
self.tool_call_separator.len()
} else {
0
};
helpers::handle_json_tool_streaming(
current_text,
start_idx,
&mut self.partial_json,
&tool_indices,
&mut self.buffer,
&mut self.current_tool_id,
&mut self.current_tool_name_sent,
&mut self.streamed_args_for_tool,
&mut self.prev_tool_call_arr,
)
}
fn has_tool_markers(&self, text: &str) -> bool {
let trimmed = text.trim();
trimmed.starts_with('[') || trimmed.starts_with('{')
}
fn get_unstreamed_tool_args(&self) -> Option<Vec<ToolCallItem>> {
helpers::get_unstreamed_args(&self.prev_tool_call_arr, &self.streamed_args_for_tool)
}
fn take_unstreamed_normal_text(&mut self) -> String {
helpers::take_unstreamed_normal_text(&mut self.buffer, self.current_tool_id)
}
fn reset(&mut self) {
helpers::reset_parser_state(
&mut self.buffer,
&mut self.prev_tool_call_arr,
&mut self.current_tool_id,
&mut self.current_tool_name_sent,
&mut self.streamed_args_for_tool,
);
self.is_array_format = false;
self.array_closed = false;
}
}