Files
CLIProxyAPI/internal/translator/claude/openai/responses/claude_openai-responses_response.go
Luis Pater 40255b128e feat(translator): add usage metadata aggregation for Claude and OpenAI responses
- Integrated input, output, reasoning, and total token tracking in response processing for Claude and OpenAI.
- Ensured support for usage details even when specific fields are missing in the response.
- Enhanced completion outputs with aggregated usage details for accurate reporting.
2025-09-27 01:12:47 +08:00

701 lines
26 KiB
Go

package responses
import (
"bufio"
"bytes"
"context"
"fmt"
"strings"
"time"
"github.com/tidwall/gjson"
"github.com/tidwall/sjson"
)
type claudeToResponsesState struct {
Seq int
ResponseID string
CreatedAt int64
CurrentMsgID string
CurrentFCID string
InTextBlock bool
InFuncBlock bool
FuncArgsBuf map[int]*strings.Builder // index -> args
// function call bookkeeping for output aggregation
FuncNames map[int]string // index -> function name
FuncCallIDs map[int]string // index -> call id
// message text aggregation
TextBuf strings.Builder
// reasoning state
ReasoningActive bool
ReasoningItemID string
ReasoningBuf strings.Builder
ReasoningPartAdded bool
ReasoningIndex int
// usage aggregation
InputTokens int64
OutputTokens int64
UsageSeen bool
}
var dataTag = []byte("data:")
func emitEvent(event string, payload string) string {
return fmt.Sprintf("event: %s\ndata: %s", event, payload)
}
// ConvertClaudeResponseToOpenAIResponses converts Claude SSE to OpenAI Responses SSE events.
func ConvertClaudeResponseToOpenAIResponses(ctx context.Context, modelName string, originalRequestRawJSON, requestRawJSON, rawJSON []byte, param *any) []string {
if *param == nil {
*param = &claudeToResponsesState{FuncArgsBuf: make(map[int]*strings.Builder), FuncNames: make(map[int]string), FuncCallIDs: make(map[int]string)}
}
st := (*param).(*claudeToResponsesState)
// Expect `data: {..}` from Claude clients
if !bytes.HasPrefix(rawJSON, dataTag) {
return []string{}
}
rawJSON = bytes.TrimSpace(rawJSON[5:])
root := gjson.ParseBytes(rawJSON)
ev := root.Get("type").String()
var out []string
nextSeq := func() int { st.Seq++; return st.Seq }
switch ev {
case "message_start":
if msg := root.Get("message"); msg.Exists() {
st.ResponseID = msg.Get("id").String()
st.CreatedAt = time.Now().Unix()
// Reset per-message aggregation state
st.TextBuf.Reset()
st.ReasoningBuf.Reset()
st.ReasoningActive = false
st.InTextBlock = false
st.InFuncBlock = false
st.CurrentMsgID = ""
st.CurrentFCID = ""
st.ReasoningItemID = ""
st.ReasoningIndex = 0
st.ReasoningPartAdded = false
st.FuncArgsBuf = make(map[int]*strings.Builder)
st.FuncNames = make(map[int]string)
st.FuncCallIDs = make(map[int]string)
st.InputTokens = 0
st.OutputTokens = 0
st.UsageSeen = false
if usage := msg.Get("usage"); usage.Exists() {
if v := usage.Get("input_tokens"); v.Exists() {
st.InputTokens = v.Int()
st.UsageSeen = true
}
if v := usage.Get("output_tokens"); v.Exists() {
st.OutputTokens = v.Int()
st.UsageSeen = true
}
}
// response.created
created := `{"type":"response.created","sequence_number":0,"response":{"id":"","object":"response","created_at":0,"status":"in_progress","background":false,"error":null,"instructions":""}}`
created, _ = sjson.Set(created, "sequence_number", nextSeq())
created, _ = sjson.Set(created, "response.id", st.ResponseID)
created, _ = sjson.Set(created, "response.created_at", st.CreatedAt)
out = append(out, emitEvent("response.created", created))
// response.in_progress
inprog := `{"type":"response.in_progress","sequence_number":0,"response":{"id":"","object":"response","created_at":0,"status":"in_progress"}}`
inprog, _ = sjson.Set(inprog, "sequence_number", nextSeq())
inprog, _ = sjson.Set(inprog, "response.id", st.ResponseID)
inprog, _ = sjson.Set(inprog, "response.created_at", st.CreatedAt)
out = append(out, emitEvent("response.in_progress", inprog))
}
case "content_block_start":
cb := root.Get("content_block")
if !cb.Exists() {
return out
}
idx := int(root.Get("index").Int())
typ := cb.Get("type").String()
if typ == "text" {
// open message item + content part
st.InTextBlock = true
st.CurrentMsgID = fmt.Sprintf("msg_%s_0", st.ResponseID)
item := `{"type":"response.output_item.added","sequence_number":0,"output_index":0,"item":{"id":"","type":"message","status":"in_progress","content":[],"role":"assistant"}}`
item, _ = sjson.Set(item, "sequence_number", nextSeq())
item, _ = sjson.Set(item, "item.id", st.CurrentMsgID)
out = append(out, emitEvent("response.output_item.added", item))
part := `{"type":"response.content_part.added","sequence_number":0,"item_id":"","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":""}}`
part, _ = sjson.Set(part, "sequence_number", nextSeq())
part, _ = sjson.Set(part, "item_id", st.CurrentMsgID)
out = append(out, emitEvent("response.content_part.added", part))
} else if typ == "tool_use" {
st.InFuncBlock = true
st.CurrentFCID = cb.Get("id").String()
name := cb.Get("name").String()
item := `{"type":"response.output_item.added","sequence_number":0,"output_index":0,"item":{"id":"","type":"function_call","status":"in_progress","arguments":"","call_id":"","name":""}}`
item, _ = sjson.Set(item, "sequence_number", nextSeq())
item, _ = sjson.Set(item, "output_index", idx)
item, _ = sjson.Set(item, "item.id", fmt.Sprintf("fc_%s", st.CurrentFCID))
item, _ = sjson.Set(item, "item.call_id", st.CurrentFCID)
item, _ = sjson.Set(item, "item.name", name)
out = append(out, emitEvent("response.output_item.added", item))
if st.FuncArgsBuf[idx] == nil {
st.FuncArgsBuf[idx] = &strings.Builder{}
}
// record function metadata for aggregation
st.FuncCallIDs[idx] = st.CurrentFCID
st.FuncNames[idx] = name
} else if typ == "thinking" {
// start reasoning item
st.ReasoningActive = true
st.ReasoningIndex = idx
st.ReasoningBuf.Reset()
st.ReasoningItemID = fmt.Sprintf("rs_%s_%d", st.ResponseID, idx)
item := `{"type":"response.output_item.added","sequence_number":0,"output_index":0,"item":{"id":"","type":"reasoning","status":"in_progress","summary":[]}}`
item, _ = sjson.Set(item, "sequence_number", nextSeq())
item, _ = sjson.Set(item, "output_index", idx)
item, _ = sjson.Set(item, "item.id", st.ReasoningItemID)
out = append(out, emitEvent("response.output_item.added", item))
// add a summary part placeholder
part := `{"type":"response.reasoning_summary_part.added","sequence_number":0,"item_id":"","output_index":0,"summary_index":0,"part":{"type":"summary_text","text":""}}`
part, _ = sjson.Set(part, "sequence_number", nextSeq())
part, _ = sjson.Set(part, "item_id", st.ReasoningItemID)
part, _ = sjson.Set(part, "output_index", idx)
out = append(out, emitEvent("response.reasoning_summary_part.added", part))
st.ReasoningPartAdded = true
}
case "content_block_delta":
d := root.Get("delta")
if !d.Exists() {
return out
}
dt := d.Get("type").String()
if dt == "text_delta" {
if t := d.Get("text"); t.Exists() {
msg := `{"type":"response.output_text.delta","sequence_number":0,"item_id":"","output_index":0,"content_index":0,"delta":"","logprobs":[]}`
msg, _ = sjson.Set(msg, "sequence_number", nextSeq())
msg, _ = sjson.Set(msg, "item_id", st.CurrentMsgID)
msg, _ = sjson.Set(msg, "delta", t.String())
out = append(out, emitEvent("response.output_text.delta", msg))
// aggregate text for response.output
st.TextBuf.WriteString(t.String())
}
} else if dt == "input_json_delta" {
idx := int(root.Get("index").Int())
if pj := d.Get("partial_json"); pj.Exists() {
if st.FuncArgsBuf[idx] == nil {
st.FuncArgsBuf[idx] = &strings.Builder{}
}
st.FuncArgsBuf[idx].WriteString(pj.String())
msg := `{"type":"response.function_call_arguments.delta","sequence_number":0,"item_id":"","output_index":0,"delta":""}`
msg, _ = sjson.Set(msg, "sequence_number", nextSeq())
msg, _ = sjson.Set(msg, "item_id", fmt.Sprintf("fc_%s", st.CurrentFCID))
msg, _ = sjson.Set(msg, "output_index", idx)
msg, _ = sjson.Set(msg, "delta", pj.String())
out = append(out, emitEvent("response.function_call_arguments.delta", msg))
}
} else if dt == "thinking_delta" {
if st.ReasoningActive {
if t := d.Get("thinking"); t.Exists() {
st.ReasoningBuf.WriteString(t.String())
msg := `{"type":"response.reasoning_summary_text.delta","sequence_number":0,"item_id":"","output_index":0,"summary_index":0,"text":""}`
msg, _ = sjson.Set(msg, "sequence_number", nextSeq())
msg, _ = sjson.Set(msg, "item_id", st.ReasoningItemID)
msg, _ = sjson.Set(msg, "output_index", st.ReasoningIndex)
msg, _ = sjson.Set(msg, "text", t.String())
out = append(out, emitEvent("response.reasoning_summary_text.delta", msg))
}
}
}
case "content_block_stop":
idx := int(root.Get("index").Int())
if st.InTextBlock {
done := `{"type":"response.output_text.done","sequence_number":0,"item_id":"","output_index":0,"content_index":0,"text":"","logprobs":[]}`
done, _ = sjson.Set(done, "sequence_number", nextSeq())
done, _ = sjson.Set(done, "item_id", st.CurrentMsgID)
out = append(out, emitEvent("response.output_text.done", done))
partDone := `{"type":"response.content_part.done","sequence_number":0,"item_id":"","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":""}}`
partDone, _ = sjson.Set(partDone, "sequence_number", nextSeq())
partDone, _ = sjson.Set(partDone, "item_id", st.CurrentMsgID)
out = append(out, emitEvent("response.content_part.done", partDone))
final := `{"type":"response.output_item.done","sequence_number":0,"output_index":0,"item":{"id":"","type":"message","status":"completed","content":[{"type":"output_text","text":""}],"role":"assistant"}}`
final, _ = sjson.Set(final, "sequence_number", nextSeq())
final, _ = sjson.Set(final, "item.id", st.CurrentMsgID)
out = append(out, emitEvent("response.output_item.done", final))
st.InTextBlock = false
} else if st.InFuncBlock {
args := "{}"
if buf := st.FuncArgsBuf[idx]; buf != nil {
if buf.Len() > 0 {
args = buf.String()
}
}
fcDone := `{"type":"response.function_call_arguments.done","sequence_number":0,"item_id":"","output_index":0,"arguments":""}`
fcDone, _ = sjson.Set(fcDone, "sequence_number", nextSeq())
fcDone, _ = sjson.Set(fcDone, "item_id", fmt.Sprintf("fc_%s", st.CurrentFCID))
fcDone, _ = sjson.Set(fcDone, "output_index", idx)
fcDone, _ = sjson.Set(fcDone, "arguments", args)
out = append(out, emitEvent("response.function_call_arguments.done", fcDone))
itemDone := `{"type":"response.output_item.done","sequence_number":0,"output_index":0,"item":{"id":"","type":"function_call","status":"completed","arguments":"","call_id":"","name":""}}`
itemDone, _ = sjson.Set(itemDone, "sequence_number", nextSeq())
itemDone, _ = sjson.Set(itemDone, "output_index", idx)
itemDone, _ = sjson.Set(itemDone, "item.id", fmt.Sprintf("fc_%s", st.CurrentFCID))
itemDone, _ = sjson.Set(itemDone, "item.arguments", args)
itemDone, _ = sjson.Set(itemDone, "item.call_id", st.CurrentFCID)
out = append(out, emitEvent("response.output_item.done", itemDone))
st.InFuncBlock = false
} else if st.ReasoningActive {
full := st.ReasoningBuf.String()
textDone := `{"type":"response.reasoning_summary_text.done","sequence_number":0,"item_id":"","output_index":0,"summary_index":0,"text":""}`
textDone, _ = sjson.Set(textDone, "sequence_number", nextSeq())
textDone, _ = sjson.Set(textDone, "item_id", st.ReasoningItemID)
textDone, _ = sjson.Set(textDone, "output_index", st.ReasoningIndex)
textDone, _ = sjson.Set(textDone, "text", full)
out = append(out, emitEvent("response.reasoning_summary_text.done", textDone))
partDone := `{"type":"response.reasoning_summary_part.done","sequence_number":0,"item_id":"","output_index":0,"summary_index":0,"part":{"type":"summary_text","text":""}}`
partDone, _ = sjson.Set(partDone, "sequence_number", nextSeq())
partDone, _ = sjson.Set(partDone, "item_id", st.ReasoningItemID)
partDone, _ = sjson.Set(partDone, "output_index", st.ReasoningIndex)
partDone, _ = sjson.Set(partDone, "part.text", full)
out = append(out, emitEvent("response.reasoning_summary_part.done", partDone))
st.ReasoningActive = false
st.ReasoningPartAdded = false
}
case "message_delta":
if usage := root.Get("usage"); usage.Exists() {
if v := usage.Get("output_tokens"); v.Exists() {
st.OutputTokens = v.Int()
st.UsageSeen = true
}
if v := usage.Get("input_tokens"); v.Exists() {
st.InputTokens = v.Int()
st.UsageSeen = true
}
}
case "message_stop":
completed := `{"type":"response.completed","sequence_number":0,"response":{"id":"","object":"response","created_at":0,"status":"completed","background":false,"error":null}}`
completed, _ = sjson.Set(completed, "sequence_number", nextSeq())
completed, _ = sjson.Set(completed, "response.id", st.ResponseID)
completed, _ = sjson.Set(completed, "response.created_at", st.CreatedAt)
// Inject original request fields into response as per docs/response.completed.json
if requestRawJSON != nil {
req := gjson.ParseBytes(requestRawJSON)
if v := req.Get("instructions"); v.Exists() {
completed, _ = sjson.Set(completed, "response.instructions", v.String())
}
if v := req.Get("max_output_tokens"); v.Exists() {
completed, _ = sjson.Set(completed, "response.max_output_tokens", v.Int())
}
if v := req.Get("max_tool_calls"); v.Exists() {
completed, _ = sjson.Set(completed, "response.max_tool_calls", v.Int())
}
if v := req.Get("model"); v.Exists() {
completed, _ = sjson.Set(completed, "response.model", v.String())
}
if v := req.Get("parallel_tool_calls"); v.Exists() {
completed, _ = sjson.Set(completed, "response.parallel_tool_calls", v.Bool())
}
if v := req.Get("previous_response_id"); v.Exists() {
completed, _ = sjson.Set(completed, "response.previous_response_id", v.String())
}
if v := req.Get("prompt_cache_key"); v.Exists() {
completed, _ = sjson.Set(completed, "response.prompt_cache_key", v.String())
}
if v := req.Get("reasoning"); v.Exists() {
completed, _ = sjson.Set(completed, "response.reasoning", v.Value())
}
if v := req.Get("safety_identifier"); v.Exists() {
completed, _ = sjson.Set(completed, "response.safety_identifier", v.String())
}
if v := req.Get("service_tier"); v.Exists() {
completed, _ = sjson.Set(completed, "response.service_tier", v.String())
}
if v := req.Get("store"); v.Exists() {
completed, _ = sjson.Set(completed, "response.store", v.Bool())
}
if v := req.Get("temperature"); v.Exists() {
completed, _ = sjson.Set(completed, "response.temperature", v.Float())
}
if v := req.Get("text"); v.Exists() {
completed, _ = sjson.Set(completed, "response.text", v.Value())
}
if v := req.Get("tool_choice"); v.Exists() {
completed, _ = sjson.Set(completed, "response.tool_choice", v.Value())
}
if v := req.Get("tools"); v.Exists() {
completed, _ = sjson.Set(completed, "response.tools", v.Value())
}
if v := req.Get("top_logprobs"); v.Exists() {
completed, _ = sjson.Set(completed, "response.top_logprobs", v.Int())
}
if v := req.Get("top_p"); v.Exists() {
completed, _ = sjson.Set(completed, "response.top_p", v.Float())
}
if v := req.Get("truncation"); v.Exists() {
completed, _ = sjson.Set(completed, "response.truncation", v.String())
}
if v := req.Get("user"); v.Exists() {
completed, _ = sjson.Set(completed, "response.user", v.Value())
}
if v := req.Get("metadata"); v.Exists() {
completed, _ = sjson.Set(completed, "response.metadata", v.Value())
}
}
// Build response.output from aggregated state
var outputs []interface{}
// reasoning item (if any)
if st.ReasoningBuf.Len() > 0 || st.ReasoningPartAdded {
r := map[string]interface{}{
"id": st.ReasoningItemID,
"type": "reasoning",
"summary": []interface{}{map[string]interface{}{"type": "summary_text", "text": st.ReasoningBuf.String()}},
}
outputs = append(outputs, r)
}
// assistant message item (if any text)
if st.TextBuf.Len() > 0 || st.InTextBlock || st.CurrentMsgID != "" {
m := map[string]interface{}{
"id": st.CurrentMsgID,
"type": "message",
"status": "completed",
"content": []interface{}{map[string]interface{}{
"type": "output_text",
"annotations": []interface{}{},
"logprobs": []interface{}{},
"text": st.TextBuf.String(),
}},
"role": "assistant",
}
outputs = append(outputs, m)
}
// function_call items (in ascending index order for determinism)
if len(st.FuncArgsBuf) > 0 {
// collect indices
idxs := make([]int, 0, len(st.FuncArgsBuf))
for idx := range st.FuncArgsBuf {
idxs = append(idxs, idx)
}
// simple sort (small N), avoid adding new imports
for i := 0; i < len(idxs); i++ {
for j := i + 1; j < len(idxs); j++ {
if idxs[j] < idxs[i] {
idxs[i], idxs[j] = idxs[j], idxs[i]
}
}
}
for _, idx := range idxs {
args := ""
if b := st.FuncArgsBuf[idx]; b != nil {
args = b.String()
}
callID := st.FuncCallIDs[idx]
name := st.FuncNames[idx]
if callID == "" && st.CurrentFCID != "" {
callID = st.CurrentFCID
}
item := map[string]interface{}{
"id": fmt.Sprintf("fc_%s", callID),
"type": "function_call",
"status": "completed",
"arguments": args,
"call_id": callID,
"name": name,
}
outputs = append(outputs, item)
}
}
if len(outputs) > 0 {
completed, _ = sjson.Set(completed, "response.output", outputs)
}
reasoningTokens := int64(0)
if st.ReasoningBuf.Len() > 0 {
reasoningTokens = int64(st.ReasoningBuf.Len() / 4)
}
usagePresent := st.UsageSeen || reasoningTokens > 0
if usagePresent {
completed, _ = sjson.Set(completed, "response.usage.input_tokens", st.InputTokens)
completed, _ = sjson.Set(completed, "response.usage.input_tokens_details.cached_tokens", 0)
completed, _ = sjson.Set(completed, "response.usage.output_tokens", st.OutputTokens)
if reasoningTokens > 0 {
completed, _ = sjson.Set(completed, "response.usage.output_tokens_details.reasoning_tokens", reasoningTokens)
}
total := st.InputTokens + st.OutputTokens
if total > 0 || st.UsageSeen {
completed, _ = sjson.Set(completed, "response.usage.total_tokens", total)
}
}
out = append(out, emitEvent("response.completed", completed))
}
return out
}
// ConvertClaudeResponseToOpenAIResponsesNonStream aggregates Claude SSE into a single OpenAI Responses JSON.
func ConvertClaudeResponseToOpenAIResponsesNonStream(_ context.Context, _ string, originalRequestRawJSON, requestRawJSON, rawJSON []byte, _ *any) string {
// Aggregate Claude SSE lines into a single OpenAI Responses JSON (non-stream)
// We follow the same aggregation logic as the streaming variant but produce
// one final object matching docs/out.json structure.
// Collect SSE data: lines start with "data: "; ignore others
var chunks [][]byte
{
// Use a simple scanner to iterate through raw bytes
// Note: extremely large responses may require increasing the buffer
scanner := bufio.NewScanner(bytes.NewReader(rawJSON))
buf := make([]byte, 10240*1024)
scanner.Buffer(buf, 10240*1024)
for scanner.Scan() {
line := scanner.Bytes()
if !bytes.HasPrefix(line, dataTag) {
continue
}
chunks = append(chunks, line[len(dataTag):])
}
}
// Base OpenAI Responses (non-stream) object
out := `{"id":"","object":"response","created_at":0,"status":"completed","background":false,"error":null,"incomplete_details":null,"output":[],"usage":{"input_tokens":0,"input_tokens_details":{"cached_tokens":0},"output_tokens":0,"output_tokens_details":{},"total_tokens":0}}`
// Aggregation state
var (
responseID string
createdAt int64
currentMsgID string
currentFCID string
textBuf strings.Builder
reasoningBuf strings.Builder
reasoningActive bool
reasoningItemID string
inputTokens int64
outputTokens int64
)
// Per-index tool call aggregation
type toolState struct {
id string
name string
args strings.Builder
}
toolCalls := make(map[int]*toolState)
// Walk through SSE chunks to fill state
for _, ch := range chunks {
root := gjson.ParseBytes(ch)
ev := root.Get("type").String()
switch ev {
case "message_start":
if msg := root.Get("message"); msg.Exists() {
responseID = msg.Get("id").String()
createdAt = time.Now().Unix()
if usage := msg.Get("usage"); usage.Exists() {
inputTokens = usage.Get("input_tokens").Int()
}
}
case "content_block_start":
cb := root.Get("content_block")
if !cb.Exists() {
continue
}
idx := int(root.Get("index").Int())
typ := cb.Get("type").String()
switch typ {
case "text":
currentMsgID = "msg_" + responseID + "_0"
case "tool_use":
currentFCID = cb.Get("id").String()
name := cb.Get("name").String()
if toolCalls[idx] == nil {
toolCalls[idx] = &toolState{id: currentFCID, name: name}
} else {
toolCalls[idx].id = currentFCID
toolCalls[idx].name = name
}
case "thinking":
reasoningActive = true
reasoningItemID = fmt.Sprintf("rs_%s_%d", responseID, idx)
}
case "content_block_delta":
d := root.Get("delta")
if !d.Exists() {
continue
}
dt := d.Get("type").String()
switch dt {
case "text_delta":
if t := d.Get("text"); t.Exists() {
textBuf.WriteString(t.String())
}
case "input_json_delta":
if pj := d.Get("partial_json"); pj.Exists() {
idx := int(root.Get("index").Int())
if toolCalls[idx] == nil {
toolCalls[idx] = &toolState{}
}
toolCalls[idx].args.WriteString(pj.String())
}
case "thinking_delta":
if reasoningActive {
if t := d.Get("thinking"); t.Exists() {
reasoningBuf.WriteString(t.String())
}
}
}
case "content_block_stop":
// Nothing special to finalize for non-stream aggregation
_ = root
case "message_delta":
if usage := root.Get("usage"); usage.Exists() {
outputTokens = usage.Get("output_tokens").Int()
}
}
}
// Populate base fields
out, _ = sjson.Set(out, "id", responseID)
out, _ = sjson.Set(out, "created_at", createdAt)
// Inject request echo fields as top-level (similar to streaming variant)
if requestRawJSON != nil {
req := gjson.ParseBytes(requestRawJSON)
if v := req.Get("instructions"); v.Exists() {
out, _ = sjson.Set(out, "instructions", v.String())
}
if v := req.Get("max_output_tokens"); v.Exists() {
out, _ = sjson.Set(out, "max_output_tokens", v.Int())
}
if v := req.Get("max_tool_calls"); v.Exists() {
out, _ = sjson.Set(out, "max_tool_calls", v.Int())
}
if v := req.Get("model"); v.Exists() {
out, _ = sjson.Set(out, "model", v.String())
}
if v := req.Get("parallel_tool_calls"); v.Exists() {
out, _ = sjson.Set(out, "parallel_tool_calls", v.Bool())
}
if v := req.Get("previous_response_id"); v.Exists() {
out, _ = sjson.Set(out, "previous_response_id", v.String())
}
if v := req.Get("prompt_cache_key"); v.Exists() {
out, _ = sjson.Set(out, "prompt_cache_key", v.String())
}
if v := req.Get("reasoning"); v.Exists() {
out, _ = sjson.Set(out, "reasoning", v.Value())
}
if v := req.Get("safety_identifier"); v.Exists() {
out, _ = sjson.Set(out, "safety_identifier", v.String())
}
if v := req.Get("service_tier"); v.Exists() {
out, _ = sjson.Set(out, "service_tier", v.String())
}
if v := req.Get("store"); v.Exists() {
out, _ = sjson.Set(out, "store", v.Bool())
}
if v := req.Get("temperature"); v.Exists() {
out, _ = sjson.Set(out, "temperature", v.Float())
}
if v := req.Get("text"); v.Exists() {
out, _ = sjson.Set(out, "text", v.Value())
}
if v := req.Get("tool_choice"); v.Exists() {
out, _ = sjson.Set(out, "tool_choice", v.Value())
}
if v := req.Get("tools"); v.Exists() {
out, _ = sjson.Set(out, "tools", v.Value())
}
if v := req.Get("top_logprobs"); v.Exists() {
out, _ = sjson.Set(out, "top_logprobs", v.Int())
}
if v := req.Get("top_p"); v.Exists() {
out, _ = sjson.Set(out, "top_p", v.Float())
}
if v := req.Get("truncation"); v.Exists() {
out, _ = sjson.Set(out, "truncation", v.String())
}
if v := req.Get("user"); v.Exists() {
out, _ = sjson.Set(out, "user", v.Value())
}
if v := req.Get("metadata"); v.Exists() {
out, _ = sjson.Set(out, "metadata", v.Value())
}
}
// Build output array
var outputs []interface{}
if reasoningBuf.Len() > 0 {
outputs = append(outputs, map[string]interface{}{
"id": reasoningItemID,
"type": "reasoning",
"summary": []interface{}{map[string]interface{}{"type": "summary_text", "text": reasoningBuf.String()}},
})
}
if currentMsgID != "" || textBuf.Len() > 0 {
outputs = append(outputs, map[string]interface{}{
"id": currentMsgID,
"type": "message",
"status": "completed",
"content": []interface{}{map[string]interface{}{
"type": "output_text",
"annotations": []interface{}{},
"logprobs": []interface{}{},
"text": textBuf.String(),
}},
"role": "assistant",
})
}
if len(toolCalls) > 0 {
// Preserve index order
idxs := make([]int, 0, len(toolCalls))
for i := range toolCalls {
idxs = append(idxs, i)
}
for i := 0; i < len(idxs); i++ {
for j := i + 1; j < len(idxs); j++ {
if idxs[j] < idxs[i] {
idxs[i], idxs[j] = idxs[j], idxs[i]
}
}
}
for _, i := range idxs {
st := toolCalls[i]
args := st.args.String()
if args == "" {
args = "{}"
}
outputs = append(outputs, map[string]interface{}{
"id": fmt.Sprintf("fc_%s", st.id),
"type": "function_call",
"status": "completed",
"arguments": args,
"call_id": st.id,
"name": st.name,
})
}
}
if len(outputs) > 0 {
out, _ = sjson.Set(out, "output", outputs)
}
// Usage
total := inputTokens + outputTokens
out, _ = sjson.Set(out, "usage.input_tokens", inputTokens)
out, _ = sjson.Set(out, "usage.output_tokens", outputTokens)
out, _ = sjson.Set(out, "usage.total_tokens", total)
if reasoningBuf.Len() > 0 {
// Rough estimate similar to chat completions
reasoningTokens := int64(len(reasoningBuf.String()) / 4)
if reasoningTokens > 0 {
out, _ = sjson.Set(out, "usage.output_tokens_details.reasoning_tokens", reasoningTokens)
}
}
return out
}