concurrent uploads

This commit is contained in:
Michael Yang 2023-10-09 10:24:27 -07:00
parent 3a1ed9ff70
commit 4e09aab8b9
4 changed files with 280 additions and 202 deletions

View file

@ -134,7 +134,6 @@ func (b *blobDownload) Run(ctx context.Context, requestURL *url.URL, opts *Regis
func (b *blobDownload) run(ctx context.Context, requestURL *url.URL, opts *RegistryOptions) error {
defer blobDownloadManager.Delete(b.Digest)
ctx, b.CancelFunc = context.WithCancel(ctx)
file, err := os.OpenFile(b.Name+"-partial", os.O_CREATE|os.O_RDWR, 0644)
@ -170,7 +169,7 @@ func (b *blobDownload) run(ctx context.Context, requestURL *url.URL, opts *Regis
}
}
return errors.New("max retries exceeded")
return errMaxRetriesExceeded
})
}
@ -308,6 +307,8 @@ type downloadOpts struct {
const maxRetries = 3
var errMaxRetriesExceeded = errors.New("max retries exceeded")
// downloadBlob downloads a blob from the registry and stores it in the blobs directory
func downloadBlob(ctx context.Context, opts downloadOpts) error {
fp, err := GetBlobsPath(opts.digest)

View file

@ -981,46 +981,7 @@ func PushModel(ctx context.Context, name string, regOpts *RegistryOptions, fn fu
layers = append(layers, &manifest.Config)
for _, layer := range layers {
exists, err := checkBlobExistence(ctx, mp, layer.Digest, regOpts)
if err != nil {
return err
}
if exists {
fn(api.ProgressResponse{
Status: "using existing layer",
Digest: layer.Digest,
Total: layer.Size,
Completed: layer.Size,
})
log.Printf("Layer %s already exists", layer.Digest)
continue
}
fn(api.ProgressResponse{
Status: "starting upload",
Digest: layer.Digest,
Total: layer.Size,
})
location, chunkSize, err := startUpload(ctx, mp, layer, regOpts)
if err != nil {
log.Printf("couldn't start upload: %v", err)
return err
}
if strings.HasPrefix(filepath.Base(location.Path), "sha256:") {
layer.Digest = filepath.Base(location.Path)
fn(api.ProgressResponse{
Status: "using existing layer",
Digest: layer.Digest,
Total: layer.Size,
Completed: layer.Size,
})
continue
}
if err := uploadBlob(ctx, location, layer, chunkSize, regOpts, fn); err != nil {
if err := uploadBlob(ctx, mp, layer, regOpts, fn); err != nil {
log.Printf("error uploading blob: %v", err)
return err
}
@ -1218,24 +1179,7 @@ func GetSHA256Digest(r io.Reader) (string, int64) {
return fmt.Sprintf("sha256:%x", h.Sum(nil)), n
}
// Function to check if a blob already exists in the Docker registry
func checkBlobExistence(ctx context.Context, mp ModelPath, digest string, regOpts *RegistryOptions) (bool, error) {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs", digest)
resp, err := makeRequest(ctx, "HEAD", requestURL, nil, nil, regOpts)
if err != nil {
log.Printf("couldn't check for blob: %v", err)
return false, err
}
defer resp.Body.Close()
// Check for success: If the blob exists, the Docker registry will respond with a 200 OK
return resp.StatusCode < http.StatusBadRequest, nil
}
func makeRequestWithRetry(ctx context.Context, method string, requestURL *url.URL, headers http.Header, body io.ReadSeeker, regOpts *RegistryOptions) (*http.Response, error) {
var status string
for try := 0; try < maxRetries; try++ {
resp, err := makeRequest(ctx, method, requestURL, headers, body, regOpts)
if err != nil {
@ -1243,8 +1187,6 @@ func makeRequestWithRetry(ctx context.Context, method string, requestURL *url.UR
return nil, err
}
status = resp.Status
switch {
case resp.StatusCode == http.StatusUnauthorized:
auth := resp.Header.Get("www-authenticate")
@ -1270,7 +1212,7 @@ func makeRequestWithRetry(ctx context.Context, method string, requestURL *url.UR
}
}
return nil, fmt.Errorf("max retry exceeded: %v", status)
return nil, errMaxRetriesExceeded
}
func makeRequest(ctx context.Context, method string, requestURL *url.URL, headers http.Header, body io.Reader, regOpts *RegistryOptions) (*http.Response, error) {

View file

@ -365,7 +365,9 @@ func PushModelHandler(c *gin.Context) {
Insecure: req.Insecure,
}
ctx := context.Background()
ctx, cancel := context.WithCancel(c.Request.Context())
defer cancel()
if err := PushModel(ctx, req.Name, regOpts, fn); err != nil {
ch <- gin.H{"error": err.Error()}
}

View file

@ -9,211 +9,344 @@ import (
"net/http"
"net/url"
"os"
"strconv"
"sync"
"sync/atomic"
"time"
"github.com/jmorganca/ollama/api"
"github.com/jmorganca/ollama/format"
"golang.org/x/sync/errgroup"
)
const (
redirectChunkSize int64 = 1024 * 1024 * 1024
regularChunkSize int64 = 95 * 1024 * 1024
)
var blobUploadManager sync.Map
func startUpload(ctx context.Context, mp ModelPath, layer *Layer, regOpts *RegistryOptions) (*url.URL, int64, error) {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs/uploads/")
if layer.From != "" {
values := requestURL.Query()
values.Add("mount", layer.Digest)
values.Add("from", layer.From)
requestURL.RawQuery = values.Encode()
}
type blobUpload struct {
*Layer
resp, err := makeRequestWithRetry(ctx, "POST", requestURL, nil, nil, regOpts)
if err != nil {
log.Printf("couldn't start upload: %v", err)
return nil, 0, err
}
defer resp.Body.Close()
Total int64
Completed atomic.Int64
location := resp.Header.Get("Docker-Upload-Location")
chunkSize := redirectChunkSize
if location == "" {
location = resp.Header.Get("Location")
chunkSize = regularChunkSize
}
Parts []blobUploadPart
locationURL, err := url.Parse(location)
if err != nil {
return nil, 0, err
}
nextURL chan *url.URL
return locationURL, chunkSize, nil
context.CancelFunc
done bool
err error
references atomic.Int32
}
func uploadBlob(ctx context.Context, requestURL *url.URL, layer *Layer, chunkSize int64, regOpts *RegistryOptions, fn func(api.ProgressResponse)) error {
// TODO allow resumability
// TODO allow canceling uploads via DELETE
type blobUploadPart struct {
// N is the part number
N int
Offset int64
Size int64
}
fp, err := GetBlobsPath(layer.Digest)
const (
numUploadParts = 64
minUploadPartSize int64 = 95 * 1000 * 1000
maxUploadPartSize int64 = 1000 * 1000 * 1000
)
func (b *blobUpload) Prepare(ctx context.Context, requestURL *url.URL, opts *RegistryOptions) error {
p, err := GetBlobsPath(b.Digest)
if err != nil {
return err
}
f, err := os.Open(fp)
if b.From != "" {
values := requestURL.Query()
values.Add("mount", b.Digest)
values.Add("from", b.From)
requestURL.RawQuery = values.Encode()
}
resp, err := makeRequestWithRetry(ctx, "POST", requestURL, nil, nil, opts)
if err != nil {
return err
}
defer resp.Body.Close()
location := resp.Header.Get("Docker-Upload-Location")
if location == "" {
location = resp.Header.Get("Location")
}
fi, err := os.Stat(p)
if err != nil {
return err
}
b.Total = fi.Size()
var size = b.Total / numUploadParts
switch {
case size < minUploadPartSize:
size = minUploadPartSize
case size > maxUploadPartSize:
size = maxUploadPartSize
}
var offset int64
for offset < fi.Size() {
if offset+size > fi.Size() {
size = fi.Size() - offset
}
b.Parts = append(b.Parts, blobUploadPart{N: len(b.Parts), Offset: offset, Size: size})
offset += size
}
log.Printf("uploading %s in %d %s part(s)", b.Digest[7:19], len(b.Parts), format.HumanBytes(size))
requestURL, err = url.Parse(location)
if err != nil {
return err
}
b.nextURL = make(chan *url.URL, 1)
b.nextURL <- requestURL
return nil
}
func (b *blobUpload) Run(ctx context.Context, opts *RegistryOptions) {
b.err = b.run(ctx, opts)
}
func (b *blobUpload) run(ctx context.Context, opts *RegistryOptions) error {
defer blobUploadManager.Delete(b.Digest)
ctx, b.CancelFunc = context.WithCancel(ctx)
p, err := GetBlobsPath(b.Digest)
if err != nil {
return err
}
f, err := os.Open(p)
if err != nil {
return err
}
defer f.Close()
pw := ProgressWriter{
status: fmt.Sprintf("uploading %s", layer.Digest),
digest: layer.Digest,
total: layer.Size,
fn: fn,
g, inner := errgroup.WithContext(ctx)
g.SetLimit(numUploadParts)
for i := range b.Parts {
part := &b.Parts[i]
requestURL := <-b.nextURL
g.Go(func() error {
for try := 0; try < maxRetries; try++ {
r := io.NewSectionReader(f, part.Offset, part.Size)
err := b.uploadChunk(inner, http.MethodPatch, requestURL, r, part, opts)
switch {
case errors.Is(err, context.Canceled):
return err
case errors.Is(err, errMaxRetriesExceeded):
return err
case err != nil:
log.Printf("%s part %d attempt %d failed: %v, retrying", b.Digest[7:19], part.N, try, err)
continue
}
return nil
}
return errMaxRetriesExceeded
})
}
for offset := int64(0); offset < layer.Size; {
chunk := layer.Size - offset
if chunk > chunkSize {
chunk = chunkSize
}
resp, err := uploadBlobChunk(ctx, http.MethodPatch, requestURL, f, offset, chunk, regOpts, &pw)
if err != nil {
fn(api.ProgressResponse{
Status: fmt.Sprintf("error uploading chunk: %v", err),
Digest: layer.Digest,
Total: layer.Size,
Completed: offset,
})
return err
}
offset += chunk
location := resp.Header.Get("Docker-Upload-Location")
if location == "" {
location = resp.Header.Get("Location")
}
requestURL, err = url.Parse(location)
if err != nil {
return err
}
if err := g.Wait(); err != nil {
return err
}
requestURL := <-b.nextURL
values := requestURL.Query()
values.Add("digest", layer.Digest)
values.Add("digest", b.Digest)
requestURL.RawQuery = values.Encode()
headers := make(http.Header)
headers.Set("Content-Type", "application/octet-stream")
headers.Set("Content-Length", "0")
// finish the upload
resp, err := makeRequest(ctx, "PUT", requestURL, headers, nil, regOpts)
resp, err := makeRequest(ctx, "PUT", requestURL, headers, nil, opts)
if err != nil {
log.Printf("couldn't finish upload: %v", err)
return err
}
defer resp.Body.Close()
if resp.StatusCode >= http.StatusBadRequest {
body, _ := io.ReadAll(resp.Body)
return fmt.Errorf("on finish upload registry responded with code %d: %v", resp.StatusCode, string(body))
}
b.done = true
return nil
}
func uploadBlobChunk(ctx context.Context, method string, requestURL *url.URL, r io.ReaderAt, offset, limit int64, opts *RegistryOptions, pw *ProgressWriter) (*http.Response, error) {
sectionReader := io.NewSectionReader(r, offset, limit)
func (b *blobUpload) uploadChunk(ctx context.Context, method string, requestURL *url.URL, rs io.ReadSeeker, part *blobUploadPart, opts *RegistryOptions) error {
headers := make(http.Header)
headers.Set("Content-Type", "application/octet-stream")
headers.Set("Content-Length", strconv.Itoa(int(limit)))
headers.Set("Content-Length", fmt.Sprintf("%d", part.Size))
headers.Set("X-Redirect-Uploads", "1")
if method == http.MethodPatch {
headers.Set("Content-Range", fmt.Sprintf("%d-%d", offset, offset+sectionReader.Size()-1))
headers.Set("Content-Range", fmt.Sprintf("%d-%d", part.Offset, part.Offset+part.Size-1))
}
for try := 0; try < maxRetries; try++ {
resp, err := makeRequest(ctx, method, requestURL, headers, io.TeeReader(sectionReader, pw), opts)
if err != nil && !errors.Is(err, io.EOF) {
return nil, err
buw := blobUploadWriter{blobUpload: b}
resp, err := makeRequest(ctx, method, requestURL, headers, io.TeeReader(rs, &buw), opts)
if err != nil {
return err
}
defer resp.Body.Close()
location := resp.Header.Get("Docker-Upload-Location")
if location == "" {
location = resp.Header.Get("Location")
}
nextURL, err := url.Parse(location)
if err != nil {
return err
}
switch {
case resp.StatusCode == http.StatusTemporaryRedirect:
b.nextURL <- nextURL
redirectURL, err := resp.Location()
if err != nil {
return err
}
defer resp.Body.Close()
switch {
case resp.StatusCode == http.StatusTemporaryRedirect:
location, err := resp.Location()
if err != nil {
return nil, err
}
pw.completed = offset
if _, err := uploadBlobChunk(ctx, http.MethodPut, location, r, offset, limit, nil, pw); err != nil {
// retry
log.Printf("retrying redirected upload: %v", err)
for try := 0; try < maxRetries; try++ {
rs.Seek(0, io.SeekStart)
b.Completed.Add(-buw.written)
err := b.uploadChunk(ctx, http.MethodPut, redirectURL, rs, part, nil)
switch {
case errors.Is(err, context.Canceled):
return err
case errors.Is(err, errMaxRetriesExceeded):
return err
case err != nil:
log.Printf("%s part %d attempt %d failed: %v, retrying", b.Digest[7:19], part.N, try, err)
continue
}
return resp, nil
case resp.StatusCode == http.StatusUnauthorized:
auth := resp.Header.Get("www-authenticate")
authRedir := ParseAuthRedirectString(auth)
token, err := getAuthToken(ctx, authRedir)
if err != nil {
return nil, err
}
opts.Token = token
pw.completed = offset
sectionReader = io.NewSectionReader(r, offset, limit)
continue
case resp.StatusCode >= http.StatusBadRequest:
body, _ := io.ReadAll(resp.Body)
return nil, fmt.Errorf("on upload registry responded with code %d: %s", resp.StatusCode, body)
return nil
}
return resp, nil
return errMaxRetriesExceeded
case resp.StatusCode == http.StatusUnauthorized:
auth := resp.Header.Get("www-authenticate")
authRedir := ParseAuthRedirectString(auth)
token, err := getAuthToken(ctx, authRedir)
if err != nil {
return err
}
opts.Token = token
fallthrough
case resp.StatusCode >= http.StatusBadRequest:
body, err := io.ReadAll(resp.Body)
if err != nil {
return err
}
rs.Seek(0, io.SeekStart)
b.Completed.Add(-buw.written)
return fmt.Errorf("http status %d %s: %s", resp.StatusCode, resp.Status, body)
}
return nil, fmt.Errorf("max retries exceeded")
if method == http.MethodPatch {
b.nextURL <- nextURL
}
return nil
}
type ProgressWriter struct {
status string
digest string
bucket int64
completed int64
total int64
fn func(api.ProgressResponse)
mu sync.Mutex
func (b *blobUpload) acquire() {
b.references.Add(1)
}
func (pw *ProgressWriter) Write(b []byte) (int, error) {
pw.mu.Lock()
defer pw.mu.Unlock()
func (b *blobUpload) release() {
if b.references.Add(-1) == 0 {
b.CancelFunc()
}
}
n := len(b)
pw.bucket += int64(n)
func (b *blobUpload) Wait(ctx context.Context, fn func(api.ProgressResponse)) error {
b.acquire()
defer b.release()
// throttle status updates to not spam the client
if pw.bucket >= 1024*1024 || pw.completed+pw.bucket >= pw.total {
pw.completed += pw.bucket
pw.fn(api.ProgressResponse{
Status: pw.status,
Digest: pw.digest,
Total: pw.total,
Completed: pw.completed,
ticker := time.NewTicker(60 * time.Millisecond)
for {
select {
case <-ticker.C:
case <-ctx.Done():
return ctx.Err()
}
fn(api.ProgressResponse{
Status: fmt.Sprintf("uploading %s", b.Digest),
Digest: b.Digest,
Total: b.Total,
Completed: b.Completed.Load(),
})
pw.bucket = 0
if b.done || b.err != nil {
return b.err
}
}
}
type blobUploadWriter struct {
written int64
*blobUpload
}
func (b *blobUploadWriter) Write(p []byte) (n int, err error) {
n = len(p)
b.written += int64(n)
b.Completed.Add(int64(n))
return n, nil
}
func uploadBlob(ctx context.Context, mp ModelPath, layer *Layer, opts *RegistryOptions, fn func(api.ProgressResponse)) error {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs", layer.Digest)
resp, err := makeRequest(ctx, "HEAD", requestURL, nil, nil, opts)
if err != nil {
return err
}
defer resp.Body.Close()
switch resp.StatusCode {
case http.StatusNotFound:
case http.StatusOK:
fn(api.ProgressResponse{
Status: fmt.Sprintf("uploading %s", layer.Digest),
Digest: layer.Digest,
Total: layer.Size,
Completed: layer.Size,
})
return nil
default:
return fmt.Errorf("unexpected status code %d", resp.StatusCode)
}
data, ok := blobUploadManager.LoadOrStore(layer.Digest, &blobUpload{Layer: layer})
upload := data.(*blobUpload)
if !ok {
requestURL := mp.BaseURL()
requestURL = requestURL.JoinPath("v2", mp.GetNamespaceRepository(), "blobs/uploads/")
if err := upload.Prepare(ctx, requestURL, opts); err != nil {
blobUploadManager.Delete(layer.Digest)
return err
}
go upload.Run(context.Background(), opts)
}
return upload.Wait(ctx, fn)
}