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streaming.go
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382 lines (315 loc) · 9.76 KB
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package llmproxy
import (
"bufio"
"bytes"
"encoding/json"
"errors"
"io"
"strings"
)
var (
ErrStreamComplete = errors.New("stream complete")
)
type SSEEvent struct {
ID []byte
Event []byte
Data []byte
Retry []byte
}
type SSEParser struct {
scanner *bufio.Scanner
}
func NewSSEParser(r io.Reader) *SSEParser {
scanner := bufio.NewScanner(r)
scanner.Buffer(make([]byte, 64*1024), 1024*1024)
return &SSEParser{
scanner: scanner,
}
}
func (p *SSEParser) Next() (*SSEEvent, error) {
var event SSEEvent
for p.scanner.Scan() {
line := p.scanner.Bytes()
if len(line) == 0 {
if len(event.Data) > 0 {
return &event, nil
}
continue
}
if line[0] == ':' {
continue
}
colon := bytes.IndexByte(line, ':')
if colon < 0 {
event.Data = append(event.Data, line...)
continue
}
field := line[:colon]
value := line[colon+1:]
if len(value) > 0 && value[0] == ' ' {
value = value[1:]
}
switch string(field) {
case "id":
event.ID = append(event.ID[:0], value...)
case "event":
event.Event = append(event.Event[:0], value...)
case "data":
if len(event.Data) > 0 {
event.Data = append(event.Data, '\n')
}
event.Data = append(event.Data, value...)
case "retry":
event.Retry = append(event.Retry[:0], value...)
}
}
if err := p.scanner.Err(); err != nil {
return nil, err
}
if len(event.Data) > 0 {
return &event, nil
}
return nil, io.EOF
}
type StreamingUsage struct {
PromptTokens int
CompletionTokens int
TotalTokens int
CacheUsage *CacheUsage
ReasoningTokens int
}
type OpenAIStreamChunk struct {
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Model string `json:"model"`
Choices []OpenAIStreamChoice `json:"choices"`
Usage *OpenAIStreamUsage `json:"usage,omitempty"`
}
type OpenAIStreamChoice struct {
Index int `json:"index"`
Delta *OpenAIStreamDelta `json:"delta,omitempty"`
FinishReason string `json:"finish_reason,omitempty"`
Logprobs *OpenAIStreamLogprobs `json:"logprobs,omitempty"`
}
type OpenAIStreamDelta struct {
Role string `json:"role,omitempty"`
Content string `json:"content,omitempty"`
}
type OpenAIStreamLogprobs struct {
Content []OpenAIStreamLogprobContent `json:"content,omitempty"`
}
type OpenAIStreamLogprobContent struct {
Token string `json:"token"`
Logprob float64 `json:"logprob"`
}
type OpenAIStreamUsage struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
TotalTokens int `json:"total_tokens"`
PromptTokensDetails *OpenAIStreamPromptDetails `json:"prompt_tokens_details,omitempty"`
CompletionTokensDetails *OpenAIStreamCompletionDetails `json:"completion_tokens_details,omitempty"`
}
type OpenAIStreamPromptDetails struct {
CachedTokens int `json:"cached_tokens,omitempty"`
AudioTokens int `json:"audio_tokens,omitempty"`
}
type OpenAIStreamCompletionDetails struct {
ReasoningTokens int `json:"reasoning_tokens,omitempty"`
AudioTokens int `json:"audio_tokens,omitempty"`
AcceptedPredictionTokens int `json:"accepted_prediction_tokens,omitempty"`
RejectedPredictionTokens int `json:"rejected_prediction_tokens,omitempty"`
}
func ParseOpenAISSEEvent(data []byte) (*OpenAIStreamChunk, error) {
data = bytes.TrimSpace(data)
if len(data) == 0 {
return nil, nil
}
if bytes.Equal(data, []byte("[DONE]")) {
return nil, ErrStreamComplete
}
var chunk OpenAIStreamChunk
if err := json.Unmarshal(data, &chunk); err != nil {
return nil, err
}
return &chunk, nil
}
type AnthropicStreamEvent struct {
Type string `json:"type"`
Index int `json:"index,omitempty"`
Delta *AnthropicStreamDelta `json:"delta,omitempty"`
ContentBlock *AnthropicContentBlock `json:"content_block,omitempty"`
Usage *AnthropicStreamUsage `json:"usage,omitempty"`
Message *AnthropicStreamMessage `json:"message,omitempty"`
}
type AnthropicStreamDelta struct {
Type string `json:"type,omitempty"`
Text string `json:"text,omitempty"`
StopReason string `json:"stop_reason,omitempty"`
}
type AnthropicContentBlock struct {
Type string `json:"type"`
Text string `json:"text,omitempty"`
}
type AnthropicStreamUsage struct {
InputTokens int `json:"input_tokens,omitempty"`
OutputTokens int `json:"output_tokens,omitempty"`
CacheCreationInputTokens int `json:"cache_creation_input_tokens,omitempty"`
CacheReadInputTokens int `json:"cache_read_input_tokens,omitempty"`
}
type AnthropicStreamMessage struct {
ID string `json:"id,omitempty"`
Type string `json:"type,omitempty"`
Role string `json:"role,omitempty"`
Content []AnthropicContentBlock `json:"content,omitempty"`
Model string `json:"model,omitempty"`
StopReason string `json:"stop_reason,omitempty"`
Usage *AnthropicStreamUsage `json:"usage,omitempty"`
}
type ResponsesStreamEvent struct {
Type string `json:"type"`
Response json.RawMessage `json:"response,omitempty"`
}
type ResponsesStreamResponse struct {
ID string `json:"id"`
Object string `json:"object"`
Model string `json:"model"`
Status string `json:"status"`
Usage *ResponsesStreamUsage `json:"usage,omitempty"`
}
type ResponsesStreamUsage struct {
InputTokens int `json:"input_tokens"`
OutputTokens int `json:"output_tokens"`
TotalTokens int `json:"total_tokens"`
InputTokensDetails *ResponsesStreamInputDetails `json:"input_tokens_details,omitempty"`
OutputTokensDetails *ResponsesStreamOutputDetails `json:"output_tokens_details,omitempty"`
}
type ResponsesStreamInputDetails struct {
CachedTokens int `json:"cached_tokens,omitempty"`
}
type ResponsesStreamOutputDetails struct {
ReasoningTokens int `json:"reasoning_tokens,omitempty"`
}
func ParseAnthropicSSEEvent(data []byte) (*AnthropicStreamEvent, error) {
data = bytes.TrimSpace(data)
if len(data) == 0 {
return nil, nil
}
var event AnthropicStreamEvent
if err := json.Unmarshal(data, &event); err != nil {
return nil, err
}
return &event, nil
}
func ParseResponsesSSEEvent(data []byte) (*ResponsesStreamEvent, error) {
data = bytes.TrimSpace(data)
if len(data) == 0 {
return nil, nil
}
if bytes.Equal(data, []byte("[DONE]")) {
return nil, ErrStreamComplete
}
var event ResponsesStreamEvent
if err := json.Unmarshal(data, &event); err != nil {
return nil, err
}
return &event, nil
}
func IsSSEStream(contentType string) bool {
return strings.Contains(strings.ToLower(contentType), "text/event-stream")
}
func ExtractUsageFromOpenAIChunk(chunk *OpenAIStreamChunk) *StreamingUsage {
if chunk == nil || chunk.Usage == nil {
return nil
}
usage := &StreamingUsage{
PromptTokens: chunk.Usage.PromptTokens,
CompletionTokens: chunk.Usage.CompletionTokens,
TotalTokens: chunk.Usage.TotalTokens,
}
if chunk.Usage.PromptTokensDetails != nil && chunk.Usage.PromptTokensDetails.CachedTokens > 0 {
usage.CacheUsage = &CacheUsage{
CachedTokens: chunk.Usage.PromptTokensDetails.CachedTokens,
}
}
if chunk.Usage.CompletionTokensDetails != nil && chunk.Usage.CompletionTokensDetails.ReasoningTokens > 0 {
usage.ReasoningTokens = chunk.Usage.CompletionTokensDetails.ReasoningTokens
}
return usage
}
func ExtractUsageFromAnthropicEvent(event *AnthropicStreamEvent) *StreamingUsage {
if event == nil {
return nil
}
var usage *AnthropicStreamUsage
switch event.Type {
case "message_start":
if event.Message != nil && event.Message.Usage != nil {
usage = event.Message.Usage
}
case "message_delta":
if event.Usage != nil {
usage = event.Usage
}
case "message_stop":
return nil
default:
return nil
}
if usage == nil {
return nil
}
result := &StreamingUsage{
PromptTokens: usage.InputTokens,
CompletionTokens: usage.OutputTokens,
}
if usage.CacheCreationInputTokens > 0 || usage.CacheReadInputTokens > 0 {
result.CacheUsage = &CacheUsage{
CacheCreationInputTokens: usage.CacheCreationInputTokens,
CacheReadInputTokens: usage.CacheReadInputTokens,
}
}
return result
}
func ExtractUsageFromResponsesEvent(event *ResponsesStreamEvent) *StreamingUsage {
if event == nil || event.Type != "response.completed" || len(event.Response) == 0 {
return nil
}
var response ResponsesStreamResponse
if err := json.Unmarshal(event.Response, &response); err != nil {
return nil
}
if response.Usage == nil {
return nil
}
usage := &StreamingUsage{
PromptTokens: response.Usage.InputTokens,
CompletionTokens: response.Usage.OutputTokens,
TotalTokens: response.Usage.TotalTokens,
}
if response.Usage.InputTokensDetails != nil && response.Usage.InputTokensDetails.CachedTokens > 0 {
usage.CacheUsage = &CacheUsage{
CachedTokens: response.Usage.InputTokensDetails.CachedTokens,
}
}
if response.Usage.OutputTokensDetails != nil && response.Usage.OutputTokensDetails.ReasoningTokens > 0 {
usage.ReasoningTokens = response.Usage.OutputTokensDetails.ReasoningTokens
}
return usage
}
func FormatSSEEvent(event string, data []byte) []byte {
var buf bytes.Buffer
if len(event) > 0 {
buf.WriteString("event: ")
buf.WriteString(event)
buf.WriteByte('\n')
}
// Split data on newlines and write each as a separate "data:" line
for _, line := range bytes.Split(data, []byte{'\n'}) {
buf.WriteString("data: ")
buf.Write(line)
buf.WriteByte('\n')
}
buf.WriteByte('\n')
return buf.Bytes()
}