Storagedriver: GCS: implement resumable uploads

Signed-off-by: Arthur Baars <arthur@semmle.com>
This commit is contained in:
Arthur Baars 2016-02-12 13:30:57 +00:00 committed by Brian Bland
parent 34891eb7ab
commit 115a6e5803
2 changed files with 467 additions and 169 deletions

View file

@ -7,11 +7,8 @@
// Because gcs is a key, value store the Stat call does not support last modification
// time for directories (directories are an abstraction for key, value stores)
//
// Keep in mind that gcs guarantees only eventual consistency, so do not assume
// that a successful write will mean immediate access to the data written (although
// in most regions a new object put has guaranteed read after write). The only true
// guarantee is that once you call Stat and receive a certain file size, that much of
// the file is already accessible.
// Note that the contents of incomplete uploads are not accessible even though
// Stat returns their length
//
// +build include_gcs
@ -25,7 +22,9 @@ import (
"math/rand"
"net/http"
"net/url"
"regexp"
"sort"
"strconv"
"strings"
"time"
@ -34,7 +33,6 @@ import (
"golang.org/x/oauth2/google"
"golang.org/x/oauth2/jwt"
"google.golang.org/api/googleapi"
storageapi "google.golang.org/api/storage/v1"
"google.golang.org/cloud"
"google.golang.org/cloud/storage"
@ -46,8 +44,18 @@ import (
"github.com/docker/distribution/registry/storage/driver/factory"
)
const driverName = "gcs"
const dummyProjectID = "<unknown>"
const (
driverName = "gcs"
dummyProjectID = "<unknown>"
uploadSessionContentType = "application/x-docker-upload-session"
minChunkSize = 256 * 1024
maxChunkSize = 20 * minChunkSize
maxTries = 5
)
var rangeHeader = regexp.MustCompile(`^bytes=([0-9])+-([0-9]+)$`)
// driverParameters is a struct that encapsulates all of the driver parameters after all values have been set
type driverParameters struct {
@ -155,7 +163,17 @@ func (d *driver) Name() string {
// GetContent retrieves the content stored at "path" as a []byte.
// This should primarily be used for small objects.
func (d *driver) GetContent(context ctx.Context, path string) ([]byte, error) {
rc, err := d.ReadStream(context, path, 0)
gcsContext := d.context(context)
name := d.pathToKey(path)
var rc io.ReadCloser
err := retry(func() error {
var err error
rc, err = storage.NewReader(gcsContext, d.bucket, name)
return err
})
if err == storage.ErrObjectNotExist {
return nil, storagedriver.PathNotFoundError{Path: path}
}
if err != nil {
return nil, err
}
@ -171,25 +189,53 @@ func (d *driver) GetContent(context ctx.Context, path string) ([]byte, error) {
// PutContent stores the []byte content at a location designated by "path".
// This should primarily be used for small objects.
func (d *driver) PutContent(context ctx.Context, path string, contents []byte) error {
wc := storage.NewWriter(d.context(context), d.bucket, d.pathToKey(path))
wc.ContentType = "application/octet-stream"
defer wc.Close()
_, err := wc.Write(contents)
return err
return retry(func() error {
wc := storage.NewWriter(d.context(context), d.bucket, d.pathToKey(path))
wc.ContentType = "application/octet-stream"
return putContentsClose(wc, contents)
})
}
// ReadStream retrieves an io.ReadCloser for the content stored at "path"
// Reader retrieves an io.ReadCloser for the content stored at "path"
// with a given byte offset.
// May be used to resume reading a stream by providing a nonzero offset.
func (d *driver) ReadStream(context ctx.Context, path string, offset int64) (io.ReadCloser, error) {
name := d.pathToKey(path)
func (d *driver) Reader(context ctx.Context, path string, offset int64) (io.ReadCloser, error) {
res, err := getObject(d.client, d.bucket, d.pathToKey(path), offset)
if err != nil {
if res != nil {
if res.StatusCode == http.StatusNotFound {
res.Body.Close()
return nil, storagedriver.PathNotFoundError{Path: path}
}
if res.StatusCode == http.StatusRequestedRangeNotSatisfiable {
res.Body.Close()
obj, err := storageStatObject(d.context(context), d.bucket, d.pathToKey(path))
if err != nil {
return nil, err
}
if offset == int64(obj.Size) {
return ioutil.NopCloser(bytes.NewReader([]byte{})), nil
}
return nil, storagedriver.InvalidOffsetError{Path: path, Offset: offset}
}
}
return nil, err
}
if res.Header.Get("Content-Type") == uploadSessionContentType {
defer res.Body.Close()
return nil, storagedriver.PathNotFoundError{Path: path}
}
return res.Body, nil
}
func getObject(client *http.Client, bucket string, name string, offset int64) (*http.Response, error) {
// copied from google.golang.org/cloud/storage#NewReader :
// to set the additional "Range" header
u := &url.URL{
Scheme: "https",
Host: "storage.googleapis.com",
Path: fmt.Sprintf("/%s/%s", d.bucket, name),
Path: fmt.Sprintf("/%s/%s", bucket, name),
}
req, err := http.NewRequest("GET", u.String(), nil)
if err != nil {
@ -198,122 +244,253 @@ func (d *driver) ReadStream(context ctx.Context, path string, offset int64) (io.
if offset > 0 {
req.Header.Set("Range", fmt.Sprintf("bytes=%v-", offset))
}
res, err := d.client.Do(req)
var res *http.Response
err = retry(func() error {
var err error
res, err = client.Do(req)
return err
})
if err != nil {
return nil, err
}
if res.StatusCode == http.StatusNotFound {
res.Body.Close()
return nil, storagedriver.PathNotFoundError{Path: path}
return res, googleapi.CheckMediaResponse(res)
}
// Writer returns a FileWriter which will store the content written to it
// at the location designated by "path" after the call to Commit.
func (d *driver) Writer(context ctx.Context, path string, append bool) (storagedriver.FileWriter, error) {
writer := &writer{
client: d.client,
bucket: d.bucket,
name: d.pathToKey(path),
buffer: make([]byte, maxChunkSize),
}
if res.StatusCode == http.StatusRequestedRangeNotSatisfiable {
res.Body.Close()
obj, err := storageStatObject(d.context(context), d.bucket, name)
if append {
err := writer.init(path)
if err != nil {
return nil, err
}
if offset == int64(obj.Size) {
return ioutil.NopCloser(bytes.NewReader([]byte{})), nil
}
return nil, storagedriver.InvalidOffsetError{Path: path, Offset: offset}
}
if res.StatusCode < 200 || res.StatusCode > 299 {
res.Body.Close()
return nil, fmt.Errorf("storage: can't read object %v/%v, status code: %v", d.bucket, name, res.Status)
}
return res.Body, nil
return writer, nil
}
// WriteStream stores the contents of the provided io.ReadCloser at a
// location designated by the given path.
// May be used to resume writing a stream by providing a nonzero offset.
// The offset must be no larger than the CurrentSize for this path.
func (d *driver) WriteStream(context ctx.Context, path string, offset int64, reader io.Reader) (totalRead int64, err error) {
if offset < 0 {
return 0, storagedriver.InvalidOffsetError{Path: path, Offset: offset}
}
type writer struct {
client *http.Client
bucket string
name string
size int64
offset int64
closed bool
sessionURI string
buffer []byte
buffSize int
}
if offset == 0 {
return d.writeCompletely(context, path, 0, reader)
}
service, err := storageapi.New(d.client)
// Cancel removes any written content from this FileWriter.
func (w *writer) Cancel() error {
err := w.checkClosed()
if err != nil {
return 0, err
}
objService := storageapi.NewObjectsService(service)
var obj *storageapi.Object
err = retry(5, func() error {
o, err := objService.Get(d.bucket, d.pathToKey(path)).Do()
obj = o
return err
})
// obj, err := retry(5, objService.Get(d.bucket, d.pathToKey(path)).Do)
}
w.closed = true
err = storageDeleteObject(cloud.NewContext(dummyProjectID, w.client), w.bucket, w.name)
if err != nil {
return 0, err
}
// cannot append more chunks, so redo from scratch
if obj.ComponentCount >= 1023 {
return d.writeCompletely(context, path, offset, reader)
}
// skip from reader
objSize := int64(obj.Size)
nn, err := skip(reader, objSize-offset)
if err != nil {
return nn, err
}
// Size <= offset
partName := fmt.Sprintf("%v#part-%d#", d.pathToKey(path), obj.ComponentCount)
gcsContext := d.context(context)
wc := storage.NewWriter(gcsContext, d.bucket, partName)
wc.ContentType = "application/octet-stream"
if objSize < offset {
err = writeZeros(wc, offset-objSize)
if err != nil {
wc.CloseWithError(err)
return nn, err
if status, ok := err.(*googleapi.Error); ok {
if status.Code == http.StatusNotFound {
err = nil
}
}
}
return err
}
func (w *writer) Close() error {
if w.closed {
return nil
}
w.closed = true
err := w.writeChunk()
if err != nil {
return err
}
// Copy the remaining bytes from the buffer to the upload session
// Normally buffSize will be smaller than minChunkSize. However, in the
// unlikely event that the upload session failed to start, this number could be higher.
// In this case we can safely clip the remaining bytes to the minChunkSize
if w.buffSize > minChunkSize {
w.buffSize = minChunkSize
}
// commit the writes by updating the upload session
err = retry(func() error {
wc := storage.NewWriter(cloud.NewContext(dummyProjectID, w.client), w.bucket, w.name)
wc.ContentType = uploadSessionContentType
wc.Metadata = map[string]string{
"Session-URI": w.sessionURI,
"Offset": strconv.FormatInt(w.offset, 10),
}
return putContentsClose(wc, w.buffer[0:w.buffSize])
})
if err != nil {
return err
}
w.size = w.offset + int64(w.buffSize)
w.buffSize = 0
return nil
}
func putContentsClose(wc *storage.Writer, contents []byte) error {
size := len(contents)
var nn int
var err error
for nn < size {
n, err := wc.Write(contents[nn:size])
nn += n
if err != nil {
break
}
}
n, err := io.Copy(wc, reader)
if err != nil {
wc.CloseWithError(err)
return nn, err
return err
}
return wc.Close()
}
// Commit flushes all content written to this FileWriter and makes it
// available for future calls to StorageDriver.GetContent and
// StorageDriver.Reader.
func (w *writer) Commit() error {
if err := w.checkClosed(); err != nil {
return err
}
w.closed = true
// no session started yet just perform a simple upload
if w.sessionURI == "" {
err := retry(func() error {
wc := storage.NewWriter(cloud.NewContext(dummyProjectID, w.client), w.bucket, w.name)
wc.ContentType = "application/octet-stream"
return putContentsClose(wc, w.buffer[0:w.buffSize])
})
if err != nil {
return err
}
w.size = w.offset + int64(w.buffSize)
w.buffSize = 0
return nil
}
size := w.offset + int64(w.buffSize)
var nn int
// loop must be performed at least once to ensure the file is committed even when
// the buffer is empty
for {
n, err := putChunk(w.client, w.sessionURI, w.buffer[nn:w.buffSize], w.offset, size)
nn += int(n)
w.offset += n
w.size = w.offset
if err != nil {
w.buffSize = copy(w.buffer, w.buffer[nn:w.buffSize])
return err
}
if nn == w.buffSize {
break
}
}
w.buffSize = 0
return nil
}
func (w *writer) checkClosed() error {
if w.closed {
return fmt.Errorf("Writer already closed")
}
return nil
}
func (w *writer) writeChunk() error {
var err error
// chunks can be uploaded only in multiples of minChunkSize
// chunkSize is a multiple of minChunkSize less than or equal to buffSize
chunkSize := w.buffSize - (w.buffSize % minChunkSize)
if chunkSize == 0 {
return nil
}
// if their is no sessionURI yet, obtain one by starting the session
if w.sessionURI == "" {
w.sessionURI, err = startSession(w.client, w.bucket, w.name)
}
err = wc.Close()
if err != nil {
return nn, err
return err
}
// wc was closed successfully, so the temporary part exists, schedule it for deletion at the end
// of the function
defer storageDeleteObject(gcsContext, d.bucket, partName)
nn, err := putChunk(w.client, w.sessionURI, w.buffer[0:chunkSize], w.offset, -1)
w.offset += nn
if w.offset > w.size {
w.size = w.offset
}
// shift the remaining bytes to the start of the buffer
w.buffSize = copy(w.buffer, w.buffer[int(nn):w.buffSize])
req := &storageapi.ComposeRequest{
Destination: &storageapi.Object{Bucket: obj.Bucket, Name: obj.Name, ContentType: obj.ContentType},
SourceObjects: []*storageapi.ComposeRequestSourceObjects{
{
Name: obj.Name,
Generation: obj.Generation,
}, {
Name: partName,
Generation: wc.Object().Generation,
}},
return err
}
func (w *writer) Write(p []byte) (int, error) {
err := w.checkClosed()
if err != nil {
return 0, err
}
err = retry(5, func() error { _, err := objService.Compose(d.bucket, obj.Name, req).Do(); return err })
if err == nil {
nn = nn + n
var nn int
for nn < len(p) {
n := copy(w.buffer[w.buffSize:], p[nn:])
w.buffSize += n
if w.buffSize == cap(w.buffer) {
err = w.writeChunk()
if err != nil {
break
}
}
nn += n
}
return nn, err
}
// Size returns the number of bytes written to this FileWriter.
func (w *writer) Size() int64 {
return w.size
}
func (w *writer) init(path string) error {
res, err := getObject(w.client, w.bucket, w.name, 0)
if err != nil {
return err
}
defer res.Body.Close()
if res.Header.Get("Content-Type") != uploadSessionContentType {
return storagedriver.PathNotFoundError{Path: path}
}
offset, err := strconv.ParseInt(res.Header.Get("X-Goog-Meta-Offset"), 10, 64)
if err != nil {
return err
}
buffer, err := ioutil.ReadAll(res.Body)
if err != nil {
return err
}
w.sessionURI = res.Header.Get("X-Goog-Meta-Session-URI")
w.buffSize = copy(w.buffer, buffer)
w.offset = offset
w.size = offset + int64(w.buffSize)
return nil
}
type request func() error
func retry(maxTries int, req request) error {
func retry(req request) error {
backoff := time.Second
var err error
for i := 0; i < maxTries; i++ {
@ -335,53 +512,6 @@ func retry(maxTries int, req request) error {
return err
}
func (d *driver) writeCompletely(context ctx.Context, path string, offset int64, reader io.Reader) (totalRead int64, err error) {
wc := storage.NewWriter(d.context(context), d.bucket, d.pathToKey(path))
wc.ContentType = "application/octet-stream"
defer wc.Close()
// Copy the first offset bytes of the existing contents
// (padded with zeros if needed) into the writer
if offset > 0 {
existing, err := d.ReadStream(context, path, 0)
if err != nil {
return 0, err
}
defer existing.Close()
n, err := io.CopyN(wc, existing, offset)
if err == io.EOF {
err = writeZeros(wc, offset-n)
}
if err != nil {
return 0, err
}
}
return io.Copy(wc, reader)
}
func skip(reader io.Reader, count int64) (int64, error) {
if count <= 0 {
return 0, nil
}
return io.CopyN(ioutil.Discard, reader, count)
}
func writeZeros(wc io.Writer, count int64) error {
buf := make([]byte, 32*1024)
for count > 0 {
size := cap(buf)
if int64(size) > count {
size = int(count)
}
n, err := wc.Write(buf[0:size])
if err != nil {
return err
}
count = count - int64(n)
}
return nil
}
// Stat retrieves the FileInfo for the given path, including the current
// size in bytes and the creation time.
func (d *driver) Stat(context ctx.Context, path string) (storagedriver.FileInfo, error) {
@ -390,6 +520,9 @@ func (d *driver) Stat(context ctx.Context, path string) (storagedriver.FileInfo,
gcsContext := d.context(context)
obj, err := storageStatObject(gcsContext, d.bucket, d.pathToKey(path))
if err == nil {
if obj.ContentType == uploadSessionContentType {
return nil, storagedriver.PathNotFoundError{Path: path}
}
fi = storagedriver.FileInfoFields{
Path: path,
Size: obj.Size,
@ -440,15 +573,10 @@ func (d *driver) List(context ctx.Context, path string) ([]string, error) {
}
for _, object := range objects.Results {
// GCS does not guarantee strong consistency between
// DELETE and LIST operationsCheck that the object is not deleted,
// so filter out any objects with a non-zero time-deleted
if object.Deleted.IsZero() {
name := object.Name
// Ignore objects with names that end with '#' (these are uploaded parts)
if name[len(name)-1] != '#' {
name = d.keyToPath(name)
list = append(list, name)
}
// DELETE and LIST operations. Check that the object is not deleted,
// and filter out any objects with a non-zero time-deleted
if object.Deleted.IsZero() && object.ContentType != uploadSessionContentType {
list = append(list, d.keyToPath(object.Name))
}
}
for _, subpath := range objects.Prefixes {
@ -474,7 +602,7 @@ func (d *driver) Move(context ctx.Context, sourcePath string, destPath string) e
gcsContext := d.context(context)
_, err := storageCopyObject(gcsContext, d.bucket, d.pathToKey(sourcePath), d.bucket, d.pathToKey(destPath), nil)
if err != nil {
if status := err.(*googleapi.Error); status != nil {
if status, ok := err.(*googleapi.Error); ok {
if status.Code == http.StatusNotFound {
return storagedriver.PathNotFoundError{Path: sourcePath}
}
@ -545,7 +673,7 @@ func (d *driver) Delete(context ctx.Context, path string) error {
}
err = storageDeleteObject(gcsContext, d.bucket, d.pathToKey(path))
if err != nil {
if status := err.(*googleapi.Error); status != nil {
if status, ok := err.(*googleapi.Error); ok {
if status.Code == http.StatusNotFound {
return storagedriver.PathNotFoundError{Path: path}
}
@ -555,14 +683,14 @@ func (d *driver) Delete(context ctx.Context, path string) error {
}
func storageDeleteObject(context context.Context, bucket string, name string) error {
return retry(5, func() error {
return retry(func() error {
return storage.DeleteObject(context, bucket, name)
})
}
func storageStatObject(context context.Context, bucket string, name string) (*storage.Object, error) {
var obj *storage.Object
err := retry(5, func() error {
err := retry(func() error {
var err error
obj, err = storage.StatObject(context, bucket, name)
return err
@ -572,7 +700,7 @@ func storageStatObject(context context.Context, bucket string, name string) (*st
func storageListObjects(context context.Context, bucket string, q *storage.Query) (*storage.Objects, error) {
var objs *storage.Objects
err := retry(5, func() error {
err := retry(func() error {
var err error
objs, err = storage.ListObjects(context, bucket, q)
return err
@ -582,7 +710,7 @@ func storageListObjects(context context.Context, bucket string, q *storage.Query
func storageCopyObject(context context.Context, srcBucket, srcName string, destBucket, destName string, attrs *storage.ObjectAttrs) (*storage.Object, error) {
var obj *storage.Object
err := retry(5, func() error {
err := retry(func() error {
var err error
obj, err = storage.CopyObject(context, srcBucket, srcName, destBucket, destName, attrs)
return err
@ -626,6 +754,80 @@ func (d *driver) URLFor(context ctx.Context, path string, options map[string]int
return storage.SignedURL(d.bucket, name, opts)
}
func startSession(client *http.Client, bucket string, name string) (uri string, err error) {
u := &url.URL{
Scheme: "https",
Host: "www.googleapis.com",
Path: fmt.Sprintf("/upload/storage/v1/b/%v/o", bucket),
RawQuery: fmt.Sprintf("uploadType=resumable&name=%v", name),
}
err = retry(func() error {
req, err := http.NewRequest("POST", u.String(), nil)
if err != nil {
return err
}
req.Header.Set("X-Upload-Content-Type", "application/octet-stream")
req.Header.Set("Content-Length", "0")
resp, err := client.Do(req)
if err != nil {
return err
}
defer resp.Body.Close()
err = googleapi.CheckMediaResponse(resp)
if err != nil {
return err
}
uri = resp.Header.Get("Location")
return nil
})
return uri, err
}
func putChunk(client *http.Client, sessionURI string, chunk []byte, from int64, totalSize int64) (int64, error) {
bytesPut := int64(0)
err := retry(func() error {
req, err := http.NewRequest("PUT", sessionURI, bytes.NewReader(chunk))
if err != nil {
return err
}
length := int64(len(chunk))
to := from + length - 1
size := "*"
if totalSize >= 0 {
size = strconv.FormatInt(totalSize, 10)
}
req.Header.Set("Content-Type", "application/octet-stream")
if from == to+1 {
req.Header.Set("Content-Range", fmt.Sprintf("bytes */%v", size))
} else {
req.Header.Set("Content-Range", fmt.Sprintf("bytes %v-%v/%v", from, to, size))
}
req.Header.Set("Content-Length", strconv.FormatInt(length, 10))
resp, err := client.Do(req)
if err != nil {
return err
}
defer resp.Body.Close()
if totalSize < 0 && resp.StatusCode == 308 {
groups := rangeHeader.FindStringSubmatch(resp.Header.Get("Range"))
end, err := strconv.ParseInt(groups[2], 10, 64)
if err != nil {
return err
}
bytesPut = end - from + 1
return nil
}
err = googleapi.CheckMediaResponse(resp)
if err != nil {
return err
}
bytesPut = to - from + 1
return nil
})
return bytesPut, err
}
func (d *driver) context(context ctx.Context) context.Context {
return cloud.WithContext(context, dummyProjectID, d.client)
}

View file

@ -85,6 +85,102 @@ func init() {
}, skipGCS)
}
// Test Committing a FileWriter without having called Write
func TestCommitEmpty(t *testing.T) {
if skipGCS() != "" {
t.Skip(skipGCS())
}
validRoot, err := ioutil.TempDir("", "driver-")
if err != nil {
t.Fatalf("unexpected error creating temporary directory: %v", err)
}
defer os.Remove(validRoot)
driver, err := gcsDriverConstructor(validRoot)
if err != nil {
t.Fatalf("unexpected error creating rooted driver: %v", err)
}
filename := "/test"
ctx := ctx.Background()
writer, err := driver.Writer(ctx, filename, false)
defer driver.Delete(ctx, filename)
if err != nil {
t.Fatalf("driver.Writer: unexpected error: %v", err)
}
err = writer.Commit()
if err != nil {
t.Fatalf("writer.Commit: unexpected error: %v", err)
}
err = writer.Close()
if err != nil {
t.Fatalf("writer.Close: unexpected error: %v", err)
}
if writer.Size() != 0 {
t.Fatalf("writer.Size: %d != 0", writer.Size())
}
readContents, err := driver.GetContent(ctx, filename)
if err != nil {
t.Fatalf("driver.GetContent: unexpected error: %v", err)
}
if len(readContents) != 0 {
t.Fatalf("len(driver.GetContent(..)): %d != 0", len(readContents))
}
}
// Test Committing a FileWriter after having written exactly
// defaultChunksize bytes.
func TestCommit(t *testing.T) {
if skipGCS() != "" {
t.Skip(skipGCS())
}
validRoot, err := ioutil.TempDir("", "driver-")
if err != nil {
t.Fatalf("unexpected error creating temporary directory: %v", err)
}
defer os.Remove(validRoot)
driver, err := gcsDriverConstructor(validRoot)
if err != nil {
t.Fatalf("unexpected error creating rooted driver: %v", err)
}
filename := "/test"
ctx := ctx.Background()
contents := make([]byte, defaultChunkSize)
writer, err := driver.Writer(ctx, filename, false)
defer driver.Delete(ctx, filename)
if err != nil {
t.Fatalf("driver.Writer: unexpected error: %v", err)
}
_, err = writer.Write(contents)
if err != nil {
t.Fatalf("writer.Write: unexpected error: %v", err)
}
err = writer.Commit()
if err != nil {
t.Fatalf("writer.Commit: unexpected error: %v", err)
}
err = writer.Close()
if err != nil {
t.Fatalf("writer.Close: unexpected error: %v", err)
}
if writer.Size() != int64(len(contents)) {
t.Fatalf("writer.Size: %d != %d", writer.Size(), len(contents))
}
readContents, err := driver.GetContent(ctx, filename)
if err != nil {
t.Fatalf("driver.GetContent: unexpected error: %v", err)
}
if len(readContents) != len(contents) {
t.Fatalf("len(driver.GetContent(..)): %d != %d", len(readContents), len(contents))
}
}
func TestRetry(t *testing.T) {
if skipGCS() != "" {
t.Skip(skipGCS())
@ -100,7 +196,7 @@ func TestRetry(t *testing.T) {
}
}
err := retry(2, func() error {
err := retry(func() error {
return &googleapi.Error{
Code: 503,
Message: "google api error",
@ -108,7 +204,7 @@ func TestRetry(t *testing.T) {
})
assertError("googleapi: Error 503: google api error", err)
err = retry(2, func() error {
err = retry(func() error {
return &googleapi.Error{
Code: 404,
Message: "google api error",
@ -116,7 +212,7 @@ func TestRetry(t *testing.T) {
})
assertError("googleapi: Error 404: google api error", err)
err = retry(2, func() error {
err = retry(func() error {
return fmt.Errorf("error")
})
assertError("error", err)