use std::collections::BTreeMap;
use serde_json::json;
use super::{ensure_parsed, read_sse, CompletionRequest, CompletionResponse, ToolCall, Usage};
use crate::error::Result;
pub(crate) fn body(model: &str, request: &CompletionRequest) -> serde_json::Value {
let tools: Vec<serde_json::Value> = request
.tools
.iter()
.map(|t| {
json!({
"type": "function",
"function": {
"name": t.name,
"description": t.description,
"parameters": t.parameters,
}
})
})
.collect();
json!({
"model": model,
"stream": true,
"stream_options": { "include_usage": true },
"messages": [
{ "role": "system", "content": request.system },
{ "role": "user", "content": user_content(request) },
],
"tools": tools,
})
}
#[cfg(feature = "media")]
fn user_content(request: &CompletionRequest) -> serde_json::Value {
if request.media.is_empty() {
return json!(request.user);
}
let mut parts = vec![json!({ "type": "text", "text": request.user })];
parts.extend(request.media.iter().map(|m| {
json!({
"type": "image_url",
"image_url": { "url": format!("data:{};base64,{}", m.media_type, m.base64) },
})
}));
json!(parts)
}
#[cfg(not(feature = "media"))]
fn user_content(request: &CompletionRequest) -> serde_json::Value {
json!(request.user)
}
pub(crate) async fn parse_stream(
resp: reqwest::Response,
sent: std::time::Instant,
) -> Result<CompletionResponse> {
let mut acc = Accumulator::since(sent);
read_sse(resp, |data| {
if data == "[DONE]" {
return true;
}
if let Ok(value) = serde_json::from_str::<serde_json::Value>(data) {
acc.ingest(&value);
}
false
})
.await?;
ensure_parsed(acc.finish())
}
#[derive(Default)]
struct Accumulator {
text: String,
tool_calls: BTreeMap<u64, (String, String)>,
usage: Option<Usage>,
model: Option<String>,
finish_reason: Option<String>,
sent: Option<std::time::Instant>,
ttft_ms: Option<u64>,
}
impl Accumulator {
fn since(sent: std::time::Instant) -> Self {
Self {
sent: Some(sent),
..Default::default()
}
}
fn mark_first_token(&mut self) {
if let Some(sent) = self.sent {
self.ttft_ms
.get_or_insert(sent.elapsed().as_millis() as u64);
}
}
fn ingest(&mut self, value: &serde_json::Value) {
if let Some(u) = value.get("usage").filter(|u| u.is_object()) {
let get = |k| u.get(k).and_then(|v| v.as_u64()).unwrap_or(0);
let detail = |path| u.pointer(path).and_then(|v| v.as_u64()).unwrap_or(0);
self.usage = Some(Usage {
prompt_tokens: get("prompt_tokens"),
completion_tokens: get("completion_tokens"),
total_tokens: get("total_tokens"),
cache_read_tokens: detail("/prompt_tokens_details/cached_tokens"),
cache_write_tokens: 0,
reasoning_tokens: detail("/completion_tokens_details/reasoning_tokens"),
server_tool_requests: detail("/server_tool_use/web_search_requests"),
});
}
if self.model.is_none() {
if let Some(m) = value
.get("model")
.and_then(|v| v.as_str())
.filter(|m| !m.is_empty())
{
self.model = Some(m.to_string());
}
}
if let Some(r) = value
.pointer("/choices/0/finish_reason")
.and_then(|v| v.as_str())
.filter(|r| !r.is_empty())
{
self.finish_reason = Some(r.to_string());
}
let Some(delta) = value.pointer("/choices/0/delta") else {
return;
};
if let Some(content) = delta.get("content").and_then(|c| c.as_str()) {
self.mark_first_token();
self.text.push_str(content);
}
if let Some(calls) = delta.get("tool_calls").and_then(|c| c.as_array()) {
self.mark_first_token();
for call in calls {
let index = call.get("index").and_then(|i| i.as_u64()).unwrap_or(0);
let entry = self.tool_calls.entry(index).or_default();
if let Some(name) = call.pointer("/function/name").and_then(|n| n.as_str()) {
if !name.is_empty() {
entry.0 = name.to_string();
}
}
if let Some(args) = call.pointer("/function/arguments").and_then(|a| a.as_str()) {
entry.1.push_str(args);
}
}
}
}
fn finish(self) -> CompletionResponse {
let tool_calls = self
.tool_calls
.into_values()
.filter(|(name, _)| !name.is_empty())
.map(|(name, args)| ToolCall {
name,
arguments: serde_json::from_str(&args).unwrap_or(serde_json::Value::Null),
})
.collect();
CompletionResponse {
text: if self.text.is_empty() {
None
} else {
Some(self.text)
},
tool_calls,
usage: self.usage,
model: self.model,
finish_reason: self.finish_reason,
ttft_ms: self.ttft_ms,
}
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::provider::ToolSpec;
#[test]
fn accumulates_tool_call_fragments_across_deltas() {
let mut acc = Accumulator::default();
acc.ingest(&json!({"choices":[{"delta":{"tool_calls":[
{"index":0,"function":{"name":"write_file","arguments":"{\"cont"}}]}}]}));
acc.ingest(&json!({"choices":[{"delta":{"tool_calls":[
{"index":0,"function":{"arguments":"ent\":\"hi\"}"}}]}}]}));
let out = acc.finish();
assert_eq!(out.tool_calls.len(), 1);
assert_eq!(out.tool_calls[0].name, "write_file");
assert_eq!(out.tool_calls[0].arguments["content"], "hi");
}
#[test]
fn cached_and_reasoning_tokens_reach_usage_with_the_model_and_finish_reason() {
let mut acc = Accumulator::default();
acc.ingest(&json!({"model":"gpt-5","choices":[
{"delta":{"content":"hi"},"finish_reason":null}]}));
acc.ingest(&json!({"choices":[{"delta":{},"finish_reason":"length"}],
"usage":{"prompt_tokens":1_000,"completion_tokens":200,"total_tokens":1_200,
"prompt_tokens_details":{"cached_tokens":900},
"completion_tokens_details":{"reasoning_tokens":150},
"server_tool_use":{"web_search_requests":3}}}));
let out = acc.finish();
let u = out.usage.unwrap();
assert_eq!(u.cache_read_tokens, 900);
assert_eq!(u.reasoning_tokens, 150);
assert_eq!(u.server_tool_requests, 3);
assert_eq!(u.prompt_tokens, 1_000);
assert_eq!(u.total_tokens, 1_200);
assert_eq!(u.cache_write_tokens, 0);
assert_eq!(out.model.as_deref(), Some("gpt-5"));
assert_eq!(out.finish_reason.as_deref(), Some("length"));
}
#[test]
fn a_usage_chunk_without_detail_objects_yields_zeros() {
let mut acc = Accumulator::default();
acc.ingest(&json!({"choices":[{"delta":{"content":"hi"}}],
"usage":{"prompt_tokens":10,"completion_tokens":2,"total_tokens":12}}));
let out = acc.finish();
let u = out.usage.unwrap();
assert_eq!((u.cache_read_tokens, u.reasoning_tokens), (0, 0));
assert_eq!(u.server_tool_requests, 0);
assert_eq!(u.total_tokens, 12);
assert_eq!(out.finish_reason, None);
assert_eq!(out.ttft_ms, None);
}
#[test]
fn a_disagreeing_total_is_kept_as_the_provider_reported_it() {
let mut acc = Accumulator::default();
acc.ingest(&json!({"choices":[{"delta":{"content":"x"}}],
"usage":{"prompt_tokens":10,"completion_tokens":2,"total_tokens":99}}));
assert_eq!(acc.finish().usage.unwrap().total_tokens, 99);
}
#[test]
fn body_maps_tools_to_function_schema() {
#[allow(clippy::needless_update)] let req = CompletionRequest {
system: "sys".into(),
user: "hi".into(),
tools: vec![ToolSpec {
name: "grep".into(),
description: "g".into(),
parameters: json!({"type":"object"}),
}],
..Default::default()
};
let b = body("some/model", &req);
assert_eq!(b["model"], "some/model");
assert_eq!(b["messages"][0]["role"], "system");
assert_eq!(b["messages"][1]["content"], "hi");
assert_eq!(b["tools"][0]["function"]["name"], "grep");
assert_eq!(b["stream_options"]["include_usage"], true);
}
}
#[cfg(all(test, feature = "media"))]
mod media_wire {
use super::*;
use crate::provider::Media;
#[test]
fn an_image_becomes_a_data_url_part_after_the_text() {
#[allow(clippy::needless_update)] let req = CompletionRequest {
system: "sys".into(),
user: "what is this".into(),
media: vec![Media::image("image/jpeg", &[1, 2, 3]).unwrap()],
..Default::default()
};
let b = body("some/model", &req);
let content = &b["messages"][1]["content"];
assert!(content.is_array(), "content must be parts, got {content}");
assert_eq!(content[0]["type"], "text");
assert_eq!(content[0]["text"], "what is this");
assert_eq!(content[1]["type"], "image_url");
assert_eq!(
content[1]["image_url"]["url"],
"data:image/jpeg;base64,AQID"
);
assert_eq!(b["messages"][0]["content"], "sys");
}
#[test]
fn a_request_without_an_image_still_sends_a_bare_string() {
let b = body(
"some/model",
#[allow(clippy::needless_update)] &CompletionRequest {
user: "no picture".into(),
..Default::default()
},
);
assert_eq!(b["messages"][1]["content"], "no picture");
}
#[test]
fn several_images_all_reach_the_body_in_order() {
#[allow(clippy::needless_update)] let req = CompletionRequest {
user: "compare".into(),
media: vec![
Media::image("image/png", &[1]).unwrap(),
Media::image("image/webp", &[2]).unwrap(),
],
..Default::default()
};
let content = body("m", &req)["messages"][1]["content"].clone();
assert_eq!(content.as_array().map(Vec::len), Some(3));
assert_eq!(content[1]["image_url"]["url"], "data:image/png;base64,AQ==");
assert_eq!(
content[2]["image_url"]["url"],
"data:image/webp;base64,Ag=="
);
}
}