///|
/// An incremental tool-call fragment within a streaming chunk.
///
/// During streaming, a tool call is delivered piecewise: the `index`
/// identifies which call it belongs to, and any of `id` / `name` /
/// `arguments` may be a partial fragment to be concatenated.
pub(all) struct ToolCallDelta {
index : Int
id : String?
name : String?
arguments : String?
} derive(Eq, Debug)
///|
/// A parsed delta from a streaming chat completion chunk.
pub(all) struct StreamChunk {
/// Incremental text content, if any.
content : String?
/// Incremental tool-call fragments, if any.
tool_calls : Array[ToolCallDelta]
/// The finish reason, present on the final chunk of a choice.
finish_reason : String?
} derive(Eq, Debug)
///|
/// Parse one SSE `data:` payload (the JSON after `data: `) into a `StreamChunk`.
///
/// Returns `None` for payloads that carry no usable delta (e.g. role-only
/// opening chunks). Raises `LLMError::Decode` on malformed JSON.
pub fn parse_stream_data(payload : String) -> StreamChunk? raise LLMError {
let json = @json.parse(payload) catch {
err => raise Decode("stream chunk: " + err.to_string())
}
guard json is Object(obj) else { return None }
guard obj.get("choices") is Some(Array(choices)) else { return None }
guard choices.get(0) is Some(Object(choice)) else { return None }
let delta = match choice.get("delta") {
Some(Object(d)) => d
_ => {}
}
let content = match delta.get("content") {
Some(String(s)) => Some(s)
_ => None
}
let tool_calls = parse_tool_call_deltas(delta)
let finish_reason = match choice.get("finish_reason") {
Some(String(s)) => Some(s)
_ => None
}
if content is None && tool_calls.length() == 0 && finish_reason is None {
return None
}
Some({ content, tool_calls, finish_reason })
}
///|
/// Extract tool-call fragments from a streaming `delta` object.
fn parse_tool_call_deltas(delta : Map[String, Json]) -> Array[ToolCallDelta] {
let out = []
guard delta.get("tool_calls") is Some(Array(arr)) else { return out }
for item in arr {
guard item is Object(tc) else { continue }
let index = match tc.get("index") {
Some(Number(n, ..)) => n.to_int()
_ => 0
}
let id = match tc.get("id") {
Some(String(s)) => Some(s)
_ => None
}
let (name, arguments) = match tc.get("function") {
Some(Object(f)) => {
let name = match f.get("name") {
Some(String(s)) => Some(s)
_ => None
}
let args = match f.get("arguments") {
Some(String(s)) => Some(s)
_ => None
}
(name, args)
}
_ => (None, None)
}
out.push({ index, id, name, arguments })
}
out
}
///|
/// Accumulates streaming `ToolCallDelta` fragments into complete `ToolCall`s.
///
/// Feed each chunk's `tool_calls` via `add`; call `finish` to obtain the
/// assembled list once the stream completes.
pub struct ToolCallAccumulator {
by_index : Map[Int, ToolCallBuilder]
order : Array[Int]
}
///|
/// Internal mutable builder for one in-progress tool call.
struct ToolCallBuilder {
mut id : String
mut name : String
arguments : StringBuilder
}
///|
/// Create an empty accumulator.
pub fn ToolCallAccumulator::new() -> ToolCallAccumulator {
{ by_index: {}, order: [] }
}
///|
/// Fold a chunk's tool-call fragments into the accumulator.
pub fn ToolCallAccumulator::add(
self : ToolCallAccumulator,
deltas : Array[ToolCallDelta],
) -> Unit {
for d in deltas {
let builder = match self.by_index.get(d.index) {
Some(b) => b
None => {
let b = { id: "", name: "", arguments: StringBuilder::new() }
self.by_index[d.index] = b
self.order.push(d.index)
b
}
}
if d.id is Some(id) {
builder.id = id
}
if d.name is Some(name) {
builder.name = name
}
if d.arguments is Some(args) {
builder.arguments.write_string(args)
}
}
}
///|
/// Assemble the accumulated fragments into complete tool calls, in the order
/// they first appeared.
pub fn ToolCallAccumulator::finish(
self : ToolCallAccumulator,
) -> Array[ToolCall] {
let out = []
for idx in self.order {
if self.by_index.get(idx) is Some(b) {
out.push({
id: b.id,
function: { name: b.name, arguments: b.arguments.to_string() },
})
}
}
out
}
///|
/// Strip a single leading SSE field prefix (`data:` / `event:` ...) and the
/// optional single space after the colon, returning the field value.
///
/// Returns `None` for comment lines (starting with `:`) and blank lines.
pub fn parse_sse_line(line : String) -> (String, String)? {
// Strip a trailing "\n" and/or "\r" left by the line framing.
let mut end = line.length()
if end > 0 && line[end - 1] == '\n' {
end = end - 1
}
if end > 0 && line[end - 1] == '\r' {
end = end - 1
}
let trimmed = line[:end].to_owned()
if trimmed.length() == 0 || trimmed.has_prefix(":") {
return None
}
match trimmed.find(":") {
Some(idx) => {
let field = trimmed[:idx].to_owned()
let mut rest = trimmed[idx + 1:].to_owned()
// SSE allows a single optional space after the colon.
if rest.has_prefix(" ") {
rest = rest[1:].to_owned()
}
Some((field, rest))
}
None => Some((trimmed, ""))
}
}
///|
/// The complete result of a streaming chat completion.
pub(all) struct StreamResult {
/// The full accumulated assistant text.
content : String
/// Any tool calls assembled from streamed fragments.
tool_calls : Array[ToolCall]
/// The finish reason of the last chunk, if seen.
finish_reason : String?
}
///|
/// Perform a streaming chat completion, invoking `on_chunk` for every parsed
/// `StreamChunk` as it arrives, and returning the fully assembled result
/// (text + tool calls) once the stream completes.
///
/// This is the low-level streaming entry point. For the common
/// text-only case, prefer `chat_stream`.
///
/// Raises `LLMError` on transport failure, non-2xx status, or decode failure.
pub async fn Client::chat_stream_full(
self : Client,
request : ChatRequest,
on_chunk : (StreamChunk) -> Unit,
) -> StreamResult raise LLMError {
request.stream = true
let url = self.endpoint("/chat/completions")
let headers = {
"Authorization": "Bearer " + self.api_key,
"Content-Type": "application/json",
"Accept": "text/event-stream",
}
let body = request.to_json().stringify()
let client = @mio.post_stream(url, headers~) catch {
err => raise Transport(err.to_string())
}
// Ensure the underlying connection is always released.
defer client.close()
let content = StringBuilder::new()
let tools = ToolCallAccumulator::new()
let mut finish_reason : String? = None
let parser = SSEParser::new()
let response = try {
client.write(body)
client.end_request()
} catch {
err => raise Transport(err.to_string())
}
guard response.code >= 200 && response.code < 300 else {
let rest = client.read_all().binary().to_unchecked_string() catch {
_ => ""
}
raise ApiError(code=response.code, message=rest)
}
// Read the body line by line, framing SSE events with the parser.
let mut done = false
for ;; {
if done {
break
}
let line = client.read_until("\n") catch {
err => raise Stream(err.to_string())
}
match line {
None => break // EOF
Some(l) =>
if parser.push_line(l) is Some(event) {
let payload = event.data
if payload == "[DONE]" {
done = true
} else if parse_stream_data(payload) is Some(chunk) {
if chunk.content is Some(text) {
content.write_string(text)
}
if chunk.tool_calls.length() > 0 {
tools.add(chunk.tool_calls)
}
if chunk.finish_reason is Some(_) {
finish_reason = chunk.finish_reason
}
on_chunk(chunk)
}
}
}
}
{ content: content.to_string(), tool_calls: tools.finish(), finish_reason }
}
///|
/// Perform a streaming chat completion (text only).
///
/// `on_delta` is invoked for each incremental text fragment as it arrives.
/// Returns the fully accumulated assistant text once the stream completes.
///
/// Raises `LLMError` on transport failure, non-2xx status, or decode failure.
pub async fn Client::chat_stream(
self : Client,
request : ChatRequest,
on_delta : (String) -> Unit,
) -> String raise LLMError {
let result = self.chat_stream_full(request, fn(chunk) {
if chunk.content is Some(text) {
on_delta(text)
}
})
result.content
}