package helps import ( "bytes" "github.com/tidwall/gjson" ) // IsResponsesTokenEvent reports whether the given OpenAI/xAI Responses API WebSocket or SSE event // payload carries an actual output token, reasoning trace, tool call argument, or multimodal delta, // according to the official Responses API streaming / websocket specification plus Codex-compatible private events. func IsResponsesTokenEvent(payload []byte) bool { payload = bytes.TrimSpace(payload) if len(payload) == 0 { return false } // Handle SSE line format (e.g., "data: {...}") if bytes.HasPrefix(payload, []byte("data:")) { prefixLen := len("data:") if bytes.HasPrefix(payload, []byte("data: ")) { prefixLen = len("data: ") } payload = bytes.TrimSpace(payload[prefixLen:]) if len(payload) == 0 { return false } } eventType := gjson.GetBytes(payload, "type").String() switch eventType { // Substantive text, reasoning, and tool argument streaming deltas case "response.reasoning_summary_text.delta", "response.reasoning.delta", "response.reasoning_text.delta", "response.output_text.delta", "response.text.delta", "response.function_call_arguments.delta", "response.custom_tool_call_input.delta", "response.code_interpreter_call_code.delta", "response.mcp_call_arguments.delta", "response.shell_call_command.delta", "response.refusal.delta", "response.audio.transcript.delta": return len(gjson.GetBytes(payload, "delta").String()) > 0 // Multimodal streaming deltas (audio and image generation preview) case "response.audio.delta": return len(gjson.GetBytes(payload, "delta").String()) > 0 || len(gjson.GetBytes(payload, "data").String()) > 0 case "response.image_generation_call.partial_image": return len(gjson.GetBytes(payload, "partial_image_b64").String()) > 0 // Shell call command added event when command is populated upfront case "response.shell_call_command.added": return len(gjson.GetBytes(payload, "command").String()) > 0 // Single-chunk / non-stream completed items case "response.reasoning_summary_text.done", "response.reasoning_text.done", "response.output_text.done": return len(gjson.GetBytes(payload, "text").String()) > 0 case "response.refusal.done": return len(gjson.GetBytes(payload, "refusal").String()) > 0 case "response.function_call_arguments.done", "response.mcp_call_arguments.done": return len(gjson.GetBytes(payload, "arguments").String()) > 0 case "response.custom_tool_call_input.done": return len(gjson.GetBytes(payload, "input").String()) > 0 case "response.code_interpreter_call_code.done": return len(gjson.GetBytes(payload, "code").String()) > 0 case "response.shell_call_command.done": return len(gjson.GetBytes(payload, "command").String()) > 0 case "response.reasoning_summary_part.done": return len(gjson.GetBytes(payload, "part.text").String()) > 0 case "response.content_part.done": return len(gjson.GetBytes(payload, "part.text").String()) > 0 || len(gjson.GetBytes(payload, "part.refusal").String()) > 0 case "response.output_item.done": itemType := gjson.GetBytes(payload, "item.type").String() switch itemType { case "function_call": return len(gjson.GetBytes(payload, "item.arguments").String()) > 0 case "custom_tool_call": return len(gjson.GetBytes(payload, "item.input").String()) > 0 case "message": for _, content := range gjson.GetBytes(payload, "item.content").Array() { if len(content.Get("text").String()) > 0 || len(content.Get("refusal").String()) > 0 { return true } } } return false // Terminal events fallback to guarantee TTFT is never missed on truncated, failed, or fast turns case "response.completed", "response.done", "response.incomplete", "response.failed", "error": return true // All other container lifecycles (added, created, in_progress, search state machines, metadata) default: return false } } // ObserveResponsesTokenEvent inspects a Responses API frame payload and records TTFT if the frame // represents the first meaningful token event. It records the first packet arrival time as a fallback // and exits immediately with zero allocations once effective token TTFT is set. func ObserveResponsesTokenEvent(reporter *UsageReporter, payload []byte) { if reporter == nil || len(payload) == 0 { return } if reporter.IsTTFTSet() { return } reporter.ObserveTokenEvent(IsResponsesTokenEvent(payload)) }