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stream.go
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package replicate
import (
"bufio"
"bytes"
"context"
"errors"
"fmt"
"io"
"net/http"
"strings"
"unicode/utf8"
"github.com/vincent-petithory/dataurl"
"golang.org/x/sync/errgroup"
"github.com/replicate/replicate-go/internal/sse"
"github.com/replicate/replicate-go/streaming"
)
var (
ErrInvalidUTF8Data = errors.New("invalid UTF-8 data")
)
const (
// SSETypeDefault is the default type of SSEEvent.
SSETypeDefault = "message"
// SSETypeDone is the type of SSEEvent that indicates the prediction is done. The Data field will contain an empty JSON object.
SSETypeDone = "done"
// SSETypeError is the type of SSEEvent that indicates an error occurred during the prediction. The Data field will contain JSON with the error.
SSETypeError = "error"
// SSETypeLogs is the type of SSEEvent that contains logs from the prediction.
SSETypeLogs = "logs"
// SSETypeOutput is the type of SSEEvent that contains output from the prediction.
SSETypeOutput = "output"
)
// SSEEvent represents a Server-Sent Event.
type SSEEvent struct {
Type string
ID string
Data string
}
// decodeSSEEvent parses the raw SSE event data and returns an SSEEvent pointer and an error.
func decodeSSEEvent(b []byte) (*SSEEvent, error) {
chunks := [][]byte{}
e := &SSEEvent{Type: SSETypeDefault}
for _, line := range bytes.Split(b, []byte("\n")) {
// Parse field and value from line
parts := bytes.SplitN(line, []byte{':'}, 2)
field := ""
if len(parts) > 0 {
field = string(parts[0])
}
var value []byte
if len(parts) == 2 {
value = parts[1]
// Trim leading space if present
value = bytes.TrimPrefix(value, []byte(" "))
}
switch field {
case "id":
e.ID = string(value)
case "event":
e.Type = string(value)
case "data":
chunks = append(chunks, value)
default:
// ignore
}
}
data := bytes.Join(chunks, []byte("\n"))
if !utf8.Valid(data) {
return nil, ErrInvalidUTF8Data
}
e.Data = string(data)
// Return nil if event data is empty and event type is not "done"
if e.Data == "" && e.Type != SSETypeDone {
return nil, nil
}
return e, nil
}
func (e *SSEEvent) String() string {
switch e.Type {
case SSETypeOutput:
return e.Data
default:
return ""
}
}
func (r *Client) sendError(err error, errChan chan error) {
select {
case errChan <- err:
default:
}
}
func (r *Client) Stream(ctx context.Context, identifier string, input PredictionInput, webhook *Webhook) (<-chan SSEEvent, <-chan error) {
sseChan := make(chan SSEEvent, 64)
errChan := make(chan error, 64)
id, err := ParseIdentifier(identifier)
if err != nil {
r.sendError(err, errChan)
return sseChan, errChan
}
var prediction *Prediction
if id.Version == nil {
prediction, err = r.CreatePredictionWithModel(ctx, id.Owner, id.Name, input, webhook, true)
} else {
prediction, err = r.CreatePrediction(ctx, *id.Version, input, webhook, true)
}
if err != nil {
r.sendError(err, errChan)
return sseChan, errChan
}
r.streamPrediction(ctx, prediction, nil, sseChan, errChan)
return sseChan, errChan
}
func (r *Client) StreamPrediction(ctx context.Context, prediction *Prediction) (<-chan SSEEvent, <-chan error) {
sseChan := make(chan SSEEvent, 64)
errChan := make(chan error, 64)
r.streamPrediction(ctx, prediction, nil, sseChan, errChan)
return sseChan, errChan
}
type textStreamer struct {
s *sse.Streamer
ctx context.Context
currentEvent io.Reader
done bool
}
func (t *textStreamer) Read(buf []byte) (int, error) {
if t.done {
return 0, io.EOF
}
for {
if t.currentEvent == nil {
e, err := t.s.NextEvent(t.ctx)
if err != nil {
return 0, err
}
switch e.Type {
case "":
// empty message, ignore
// nchan starts streams with a blank `: hi` message
continue
case SSETypeDone:
t.done = true
return 0, io.EOF
case SSETypeError:
return 0, fmt.Errorf("Error event: %s", e.Data)
case SSETypeOutput:
t.currentEvent = strings.NewReader(strings.TrimSuffix(e.Data, "\n"))
default:
return 0, fmt.Errorf("unexpected type %s, %+v", e.Type, e)
}
}
n, err := t.currentEvent.Read(buf)
if err != nil && err != io.EOF {
return n, err
}
if err == io.EOF {
t.currentEvent = nil
if n > 0 {
return n, nil
}
// we haven't got any data, try to fetch the next event
continue
}
return n, nil
}
}
func (t *textStreamer) Close() error {
return t.s.Close()
}
// StreamPredictionText streams prediction text output via the replicate
// streaming api. It is the caller's responsibility to close the returned
// io.ReadCloser to ensure connections and associated resources are cleaned up
// appropriately.
func (r *Client) StreamPredictionText(ctx context.Context, prediction *Prediction) (io.ReadCloser, error) {
url := prediction.URLs["stream"]
if url == "" {
return nil, errors.New("streaming not supported or not enabled for this prediction")
}
s := sse.NewStreamer(r.c, url, r.options.retryPolicy.maxRetries, r.options.retryPolicy.backoff)
return &textStreamer{s: s, ctx: ctx}, nil
}
type dataURL struct {
url string
}
var _ streaming.File = &dataURL{}
func (d *dataURL) Body(_ context.Context) (io.ReadCloser, error) {
data, err := dataurl.DecodeString(d.url)
if err != nil {
return nil, err
}
return io.NopCloser(bytes.NewReader(data.Data)), nil
}
type httpURL struct {
c *http.Client
url string
}
var _ streaming.File = &httpURL{}
func (h *httpURL) Body(ctx context.Context) (io.ReadCloser, error) {
req, err := http.NewRequestWithContext(ctx, http.MethodGet, h.url, nil)
if err != nil {
return nil, err
}
resp, err := h.c.Do(req)
if err != nil {
return nil, err
}
return resp.Body, nil
}
type fileStreamer struct {
s *sse.Streamer
c *http.Client
done bool
}
func (f *fileStreamer) NextFile(ctx context.Context) (streaming.File, error) {
if f.done {
return nil, io.EOF
}
for {
var url string
e, err := f.s.NextEvent(ctx)
if err != nil {
return nil, err
}
switch e.Type {
case "":
// empty message, ignore
// nchan starts streams with a blank `: hi` message
continue
case SSETypeDone:
f.done = true
return nil, io.EOF
case SSETypeError:
return nil, fmt.Errorf("Error event: %s", e.Data)
case SSETypeOutput:
url = strings.TrimSuffix(e.Data, "\n")
default:
return nil, fmt.Errorf("unexpected type %s, %+v", e.Type, e)
}
switch {
case strings.HasPrefix(url, "data:"):
return &dataURL{url: url}, nil
case strings.HasPrefix(url, "http"):
return &httpURL{c: f.c, url: url}, nil
default:
return nil, fmt.Errorf("Could not parse URL: %s", url)
}
}
}
func (f *fileStreamer) Close() error {
return f.s.Close()
}
// StreamPredictionFiles streams prediction file output via the replicate
// streaming api. It is the caller's responsibility to close the returned
// FileStreamer to ensure connections and associated resources are cleaned up
// appropriately.
func (r *Client) StreamPredictionFiles(prediction *Prediction) (streaming.FileStreamer, error) {
url := prediction.URLs["stream"]
if url == "" {
return nil, errors.New("streaming not supported or not enabled for this prediction")
}
s := sse.NewStreamer(r.c, url, r.options.retryPolicy.maxRetries, r.options.retryPolicy.backoff)
return &fileStreamer{s: s, c: r.c}, nil
}
func (r *Client) streamPrediction(ctx context.Context, prediction *Prediction, lastEvent *SSEEvent, sseChan chan SSEEvent, errChan chan error) {
url := prediction.URLs["stream"]
if url == "" {
r.sendError(errors.New("streaming not supported or not enabled for this prediction"), errChan)
return
}
req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
if err != nil {
r.sendError(fmt.Errorf("failed to create request: %w", err), errChan)
return
}
req.Header.Set("Accept", "text/event-stream")
req.Header.Set("Cache-Control", "no-cache")
req.Header.Set("Connection", "keep-alive")
if lastEvent != nil {
req.Header.Set("Last-Event-ID", lastEvent.ID)
}
resp, err := r.c.Do(req)
if err != nil {
r.sendError(fmt.Errorf("failed to send request: %w", err), errChan)
return
}
if resp.StatusCode != http.StatusOK {
r.sendError(fmt.Errorf("received invalid status code: %d", resp.StatusCode), errChan)
return
}
reader := bufio.NewReader(resp.Body)
var buf bytes.Buffer
lineChan := make(chan []byte)
g, ctx := errgroup.WithContext(ctx)
done := make(chan struct{})
g.Go(func() error {
defer close(lineChan)
defer resp.Body.Close()
for {
select {
case <-ctx.Done():
return ctx.Err()
case <-done:
return nil
default:
line, err := reader.ReadBytes('\n')
if err != nil {
return err
}
select {
case lineChan <- line:
case <-ctx.Done():
return ctx.Err()
}
}
}
})
go func() {
for {
select {
case <-ctx.Done():
return
case <-done:
return
case b, ok := <-lineChan:
if !ok {
return
}
buf.Write(b)
if bytes.Equal(b, []byte("\n")) {
b := buf.Bytes()
buf.Reset()
event, err := decodeSSEEvent(b)
if err != nil {
r.sendError(err, errChan)
continue
}
if event == nil {
// Skip empty events
continue
}
select {
case sseChan <- *event:
case <-done:
return
case <-ctx.Done():
return
}
if event.Type == SSETypeDone {
close(done)
return
}
}
}
}
}()
go func() {
err := g.Wait()
if err != nil {
if errors.Is(err, io.EOF) {
select {
case <-done:
// if we get EOF after receiving "done", we're done
return
default:
}
// Attempt to reconnect if the connection was closed before the stream was done
r.streamPrediction(ctx, prediction, lastEvent, sseChan, errChan)
return
}
if !errors.Is(err, context.Canceled) {
r.sendError(err, errChan)
}
}
close(sseChan)
close(errChan)
}()
}