I am trying to get the stackdriver tracer to work with gRPC and I need some help. I have been looking at these two links for reference and I still can't get it to work:
https://medium.com/#harlow/tracing-grpc-calls-in-golang-with-google-stackdriver-b22495763a06#.81oa9q21v
https://rakyll.org/grpc-trace/
For simplicity, I am just working with the hello world gRPC example. Here's my client:
func main() {
// Set up a connection to the server.
conn, err := grpc.Dial("localhost:50051", grpc.WithInsecure(), grpc.WithUnaryInterceptor(grpc.UnaryClientInterceptor(clientInterceptor)))
if err != nil {
log.Fatalf("did not connect: %v", err)
}
defer conn.Close()
c := pb.NewGreeterClient(conn)
ctx := context.Background()
tc, err := trace.NewClient(ctx, "{PROJECT-ID}")
if err != nil {
log.Fatal(err)
}
span := tc.NewSpan("/greeter/SayHello")
defer span.Finish()
ctx = trace.NewContext(ctx, span)
r, err := c.SayHello(ctx, &pb.HelloRequest{Name: "world"})
if err != nil {
log.Fatalf("could not greet: %v", err)
}
println("Response:", r.Message)
}
func clientInterceptor(ctx context.Context, method string, req, reply interface{}, cc *grpc.ClientConn, invoker grpc.UnaryInvoker, opts ...grpc.CallOption) error {
// trace current request w/ child span
span := trace.FromContext(ctx).NewChild(method)
defer span.Finish()
// new metadata, or copy of existing
md, ok := metadata.FromContext(ctx)
if !ok {
md = metadata.New(nil)
} else {
md = md.Copy()
}
// append trace header to context metadata
// header specification: https://cloud.google.com/trace/docs/faq
md["X-Cloud-Trace-Context"] = append(
md["X-Cloud-Trace-Context"], fmt.Sprintf("%s/%d;o=1", span.TraceID(), 0),
)
ctx = metadata.NewContext(ctx, md)
return invoker(ctx, method, req, reply, cc, opts...)
}
.. and my gRPC server:
// server is used to implement helloworld.GreeterServer.
type server struct{}
// SayHello implements helloworld.GreeterServer
func (s *server) SayHello(ctx context.Context, in *pb.HelloRequest) (*pb.HelloReply, error) {
println("HERE")
return &pb.HelloReply{Message: "Hello " + in.Name}, nil
}
func main() {
lis, err := net.Listen("tcp", ":50051")
if err != nil {
log.Fatalf("failed to listen: %v", err)
}
ctx := context.Background()
tc, err := trace.NewClient(ctx, "{PROJECT-ID}")
if err != nil {
log.Fatal(err)
}
s := grpc.NewServer(EnableGRPCTracingServerOption(tc))
pb.RegisterGreeterServer(s, &server{})
println("listening on :50051")
if err := s.Serve(lis); err != nil {
log.Fatalf("failed to serve: %v", err)
}
}
// EnableGRPCTracingServerOption enables parsing google trace header from metadata
// and adds a new child span to the incoming request context.
func EnableGRPCTracingServerOption(traceClient *trace.Client) grpc.ServerOption {
return grpc.UnaryInterceptor(serverInterceptor(traceClient))
}
func serverInterceptor(traceClient *trace.Client) grpc.UnaryServerInterceptor {
return func(ctx context.Context, req interface{}, info *grpc.UnaryServerInfo, handler grpc.UnaryHandler) (resp interface{}, err error) {
// fetch metadata from request context
md, ok := metadata.FromContext(ctx)
if !ok {
md = metadata.New(nil)
}
header := strings.Join(md["X-Cloud-Trace-Context"], "")
// create new child span from google trace header, add to
// current request context
span := traceClient.SpanFromHeader(info.FullMethod, header)
defer span.Finish()
ctx = trace.NewContext(ctx, span)
return handler(ctx, req)
}
}
I when I run the client to initiate the trace, I get the error:
rpc error: code = 13 desc = stream terminated by RST_STREAM with error code: 1
I'm confused because I don't see anything else about authentication; only providing the project ID which can't be enough to initiate tracing for a specific project. What am I missing?
The issue was with:
defer span.Finish()
That call does not block so because I was just doing preliminary testing with one call my program was exiting before the traces could be uploaded. I contacted the author of https://rakyll.org/grpc-trace/ and she actually updated her post with the option of using:
defer span.FinishWait()
which blocks and that fixed it by allowing the traces to be successfully uploaded before the program exited.
Also, with a long running webserver this wouldn't have been an issue because the process wouldn't have been terminated.
I followed those same tutorials and ran into similar problems.
Header keys are converted to lowercase. If you retrieve it on the server side with header := strings.Join(md["x-cloud-trace-context"], "") you should be good.
You can also define your metadata headers with:
span := trace.FromContext(ctx).NewChild(method)
defer span.Finish()
md := metadata.Pairs(
"x-cloud-trace-context", fmt.Sprintf("%s/%d;o=1", span.TraceID(), 0),
)
ctx = metadata.NewContext(ctx, md)
Related
I have a Go GRPC server-side streaming function:
func (server *Server) GetClients(req *iam.GetClientsRequest, client iam.IAM_GetClientsServer) error {
ctx := client.(interface{ Context() context.Context }).Context()
userID, err := getUserIDStream(client)
if err != nil {
return err
}
clients, err := server.db.QueryByUserID(ctx, userID)
if err != nil {
return grpc.Errorf(codes.Internal, apiutils.ServerError)
}
for _, value := range clients {
converted, err := server.fromInternalClient(value)
if err != nil {
return err
}
if err := client.Send(converted); err != nil {
return err
}
}
return nil
}
and I'm testing it like this:
It("GetClients - Send fails - Error", func() {
handler := createHandler(db)
lis := bufconn.Listen(bufSize)
server := grpc.NewServer()
iam.RegisterIAMServer(server, NewServer(handler))
go func() {
if err := server.Serve(lis); err != nil {
log.Fatalf("Server exited with error: %v", err)
}
}()
defer lis.Close()
defer server.GracefulStop()
conn, err := grpc.DialContext(context.Background(), "bufnet",
grpc.WithContextDialer(createBufDialier(lis)), grpc.WithInsecure())
Expect(err).ShouldNot(HaveOccurred())
defer conn.Close()
client := iam.NewIAMClient(conn)
cclient, _ := client.GetClients(addAccessToken(context.Background()), new(iam.GetClientsRequest))
resp, err := cclient.Recv()
Expect(resp).Should(BeNil())
Expect(err).Should(HaveOccurred())
Expect(err.Error()).Should(Equal(message))
})
My issue is that I'm not sure how to induce a failure on Send so I can test the response. Since I'm using an actual test server and client, I can't just mock out the object and I'd prefer not to go that route anyway. Is there a way I can do this?
Originally, I was trying to force Send to fail by setting bufSize to an artificially low value. However, this wasn't producing an error so I decided to try modifying the maxSendMessageSize on the server:
opts := []grpc.ServerOption{}
if sendFails {
opts = append(opts, grpc.MaxSendMsgSize(10))
}
lis := bufconn.Listen(bufSize)
server := grpc.NewServer(opts...)
And this worked in producing the error.
I have a Vertex AI model deployed on an endpoint and want to do some prediction from my app in Golang.
To do this I create code inspired by this example : https://cloud.google.com/go/docs/reference/cloud.google.com/go/aiplatform/latest/apiv1?hl=en
const file = "MY_BASE64_IMAGE"
func main() {
ctx := context.Background()
c, err := aiplatform.NewPredictionClient(cox)
if err != nil {
log.Printf("QueryVertex NewPredictionClient - Err:%s", err)
}
defer c.Close()
parameters, err := structpb.NewValue(map[string]interface{}{
"confidenceThreshold": 0.2,
"maxPredictions": 5,
})
if err != nil {
log.Printf("QueryVertex structpb.NewValue parameters - Err:%s", err)
}
instance, err := structpb.NewValue(map[string]interface{}{
"content": file,
})
if err != nil {
log.Printf("QueryVertex structpb.NewValue instance - Err:%s", err)
}
reqP := &aiplatformpb.PredictRequest{
Endpoint: "projects/PROJECT_ID/locations/LOCATION_ID/endpoints/ENDPOINT_ID",
Instances: []*structpb.Value{instance},
Parameters: parameters,
}
resp, err := c.Predict(cox, reqP)
if err != nil {
log.Printf("QueryVertex Predict - Err:%s", err)
}
log.Printf("QueryVertex Res:%+v", resp)
}
I put the path to my service account JSON file on GOOGLE_APPLICATION_CREDENTIALS environment variable.
But when I run my test app I obtain this error message:
QueryVertex Predict - Err:rpc error: code = Unimplemented desc = unexpected HTTP status code received from server: 404 (Not Found); transport: received unexpected content-type "text/html; charset=UTF-8"
QueryVertex Res:<nil>
As #DazWilkin suggested, configure the client option to specify the specific regional endpoint with a port 443:
option.WithEndpoint("<region>-aiplatform.googleapis.com:443")
Try like below:
func main() {
ctx := context.Background()
c, err := aiplatform.NewPredictionClient(
ctx,
option.WithEndpoint("<region>-aiplatform.googleapis.com:443"),
)
if err != nil {
log.Printf("QueryVertex NewPredictionClient - Err:%s", err)
}
defer c.Close()
.
.
I'm unfamiliar with Google's (Vertex?) AI Platform and unable to test this hypothesis but it appears that the API uses location-specific endpoints.
Can you try configuring the client's ClientOption to specify the specific regional endpoint, i.e.:
url := fmt.Sprintf("https://%s-aiplatform.googleapis.com", location)
opts := []option.ClientOption{
option.WithEndpoint(url),
}
And:
package main
import (
"context"
"fmt"
"log"
"os"
aiplatform "cloud.google.com/go/aiplatform/apiv1"
"google.golang.org/api/option"
aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
"google.golang.org/protobuf/types/known/structpb"
)
const file = "MY_BASE64_IMAGE"
func main() {
// Values from the environment
project := os.Getenv("PROJECT")
location := os.Getenv("LOCATION")
endpoint := os.Getenv("ENDPOINT")
ctx := context.Background()
// Configure the client with a region-specific endpoint
url := fmt.Sprintf("https://%s-aiplatform.googleapis.com", location)
opts := []option.ClientOption{
option.WithEndpoint(url),
}
c, err := aiplatform.NewPredictionClient(ctx, opts...)
if err != nil {
log.Fatal(err)
}
defer c.Close()
parameters, err := structpb.NewValue(map[string]interface{}{
"confidenceThreshold": 0.2,
"maxPredictions": 5,
})
if err != nil {
log.Fatal(err)
}
instance, err := structpb.NewValue(map[string]interface{}{
"content": file,
})
if err != nil {
log.Printf("QueryVertex structpb.NewValue instance - Err:%s", err)
}
rqst := &aiplatformpb.PredictRequest{
Endpoint: fmt.Sprintf("projects/%s/locations/%s/endpoints/%s",
project,
location,
endpoint,
),
Instances: []*structpb.Value{
instance,
},
Parameters: parameters,
}
resp, err := c.Predict(ctx, rqst)
if err != nil {
log.Fatal(err)
}
log.Printf("QueryVertex Res:%+v", resp)
}
Try to do something like this
[...]
url := fmt.Sprintf("%s-aiplatform.googleapis.com:443", location)
[..]
I am trying to implement distributed tracing with basic GO client-server app. Using default Jaeger docker-compose all-in-one.
What was done to fix and doesn't help:
Changed collector to agent and agent to collector.
Checked logs, nothing about "client" there
Tried to inject headers (propagation)
Tried without injecting to headers (propagation)
CLIENT CODE:
import(
...
tracesdk "go.opentelemetry.io/otel/sdk/trace"
...
)
func main() {
.....
exporter, err := jaeger.New(
jaeger.WithAgentEndpoint(
jaeger.WithAgentHost("localhost"),
jaeger.WithAgentPort("6831"),
),
)
if err != nil {
return err
}
tp := tracesdk.NewTracerProvider(
tracesdk.WithBatcher(exporter),
tracesdk.WithResource(resource.NewWithAttributes(
semconv.SchemaURL,
semconv.ServiceNameKey.String("client"),
semconv.ServiceVersionKey.String("1.0.0"),
semconv.DeploymentEnvironmentKey.String("local"),
)),
)
defer func() {
if err := tp.Shutdown(context.Background()); err != nil {
log.Fatal(err)
}
}()
otel.SetTracerProvider(tp)
otel.SetTextMapPropagator(propagation.NewCompositeTextMapPropagator(
propagation.TraceContext{},
propagation.Baggage{},
propagators.Jaeger{},
))
.......
}
....
func fetcherSuccess() error {
tr := otel.Tracer("clientHTTP")
ctx, span := tr.Start(context.Background(), "client.fetcherSuccess")
defer span.End()
req, err := http.NewRequestWithContext(ctx, http.MethodGet, "http://localhost:8080/success", nil)
if err != nil {
AddSpanError(span, err)
FailSpan(span, "request error")
return err
}
// Try to inject headers to the context using this otel.GetTextMapPropagator().Inject(ctx, h)
headers := InjectHTTPHeaders(ctx)
for k, v := range headers {
req.Header.Add(k, v)
}
res, _ := http.DefaultClient.Do(req)
return nil
}
SERVER CODE:
import(
...
tracesdk "go.opentelemetry.io/otel/sdk/trace"
...
)
func main() {
.....
exporter, err := jaeger.New(
jaeger.WithAgentEndpoint(
jaeger.WithAgentHost("localhost"),
jaeger.WithAgentPort("6831"),
),
)
if err != nil {
return err
}
tp := tracesdk.NewTracerProvider(
tracesdk.WithBatcher(exporter),
tracesdk.WithResource(resource.NewWithAttributes(
semconv.SchemaURL,
semconv.ServiceNameKey.String("server"),
semconv.ServiceVersionKey.String("1.0.0"),
semconv.DeploymentEnvironmentKey.String("local"),
)),
)
defer func() {
if err := tp.Shutdown(context.Background()); err != nil {
log.Fatal(err)
}
}()
otel.SetTracerProvider(tp)
otel.SetTextMapPropagator(propagation.NewCompositeTextMapPropagator(
propagation.TraceContext{},
propagation.Baggage{},
propagators.Jaeger{},
))
if err := handleRequests(); err != nil {
panic("unable to create handler")
}
.......
}
func handleRequests() error {
router := http.NewServeMux()
router.HandleFunc("/success", handleSuccess)
router.HandleFunc("/error", handleError)
fmt.Println("Server is listening on port: 8080")
if err := http.ListenAndServe(":8080", router); err != nil {
return err
}
return nil
}
....
func handleSuccess(w http.ResponseWriter, r *http.Request) {
tr := otel.Tracer("serverHTTP")
//Extract headers using otel.GetTextMapPropagator().Extract()
ctx := ExtractHTTPHeaders(r.Context(), r.Header)
ctx, span := tr.Start(ctx, "server.handleSuccess")
defer span.End()
//Add some tags here to help debug.
AddSpanTags(span, map[string]string{"name": "Ivan"})
//Add some event.
AddSpanEvents(span, "testEvent", map[string]string{"eventInfo": "some info"})
initCall(ctx, false)
w.WriteHeader(http.StatusOK)
w.Write([]byte("done"))
}
In Jaeger UI I see only "server" spans but not "client". So what I understand that for some reasons trace from "client" unable to reach the agent/collector(I tried both). Is there any problems with my code? Jaeger init seems equal why one app doesn't send anything is not clear for me.
https://cloud.google.com/translate/docs/samples/translate-text-with-model?hl=zh-cn#translate_text_with_model-go
I'm using the example in the link.When I turn off the proxy.It seems to take 30s to time out.How do I set the timeout duration?And is there an example?
Replace 'context.Background()' with 'context.WithTimeout()' seems doesn't work.
func main() {
fmt.Println("start..")
t := "The Go Gopher is cute"
now := time.Now()
r, err := translateTextWithModel("zh-CN", t, "nmt")
fmt.Println(time.Now().Sub(now).Milliseconds(), "ms")
fmt.Println(t, "-->", r)
fmt.Println("err:", err)
fmt.Println("end..")
}
func translateTextWithModel(targetLanguage, text, model string) (string, error) {
// targetLanguage := "ja"
// text := "The Go Gopher is cute"
// model := "nmt"
ctx, cancel := context.WithTimeout(context.Background(), time.Second*3)
defer cancel()
lang, err := language.Parse(targetLanguage)
if err != nil {
return "", fmt.Errorf("language.Parse: %v", err)
}
client, err := translate.NewClient(ctx)
if err != nil {
return "", fmt.Errorf("translate.NewClient: %v", err)
}
defer client.Close()
resp, err := client.Translate(ctx, []string{text}, lang, &translate.Options{
Model: model, // Either "nmt" or "base".
})
if err != nil {
return "", fmt.Errorf("Translate: %v", err)
}
if len(resp) == 0 {
return "", nil
}
return resp[0].Text, nil
}
When turning off the proxy,sometimes like.
As I see the library provides possibility to change settings by providing options into constructor function translate.NewClient(ctx context.Context, opts ...option.ClientOption).
You can try to change http.Client timeout by creating new one:
// timeout that you need to set
httpClientTimeout := time.Minute * 5
// create http client with custom timeout
httpClient := &http.Client{
Timeout: httpClientTimeout,
}
// inject new http client into translate client
client, err := translate.NewClient(ctx, option.WithHTTPClient(httpClient))
if err != nil {
return "", fmt.Errorf("translate.NewClient: %v", err)
}
defer client.Close()
Hope it helpful.
Source documentation
I've accomplished implementing TCP reverse proxy in GoLang. But unfortunately couldn't come up with implementing caching to a TCP reverse proxy. Is it possible to do so, if yes, is there any resource out there? Is caching possible on a TCP (Transport Layer of Network)?
Here's the simple TCP reverse proxy in Golang.
package main
import (
"io"
"log"
"net"
)
//Proxy struct
type Proxy struct {
laddr, raddr *net.TCPAddr
lconn, rconn io.ReadWriteCloser
errorSignal chan bool
}
// New Create a new Proxy instance.
func New(lconn *net.TCPConn, laddr, raddr *net.TCPAddr) *Proxy {
return &Proxy{
lconn: lconn,
laddr: laddr,
raddr: raddr,
errorSignal: make(chan bool),
}
}
//TCPAddressResolver resolves an address and returns to a struct having ip and port.
func TCPAddressResolver(addr string) (tcpAddress *net.TCPAddr, err error) {
tcpAddress, err = net.ResolveTCPAddr("tcp", addr)
return
}
func main() {
listenerAddress, err := TCPAddressResolver(":8080")
if err != nil {
log.Fatalf("Failed to resolve local address: %v", err)
}
remoteAddress, err := TCPAddressResolver(":3000")
if err != nil {
log.Fatalf("Failed to resolve remote address: %v", err)
}
listener, err := net.ListenTCP("tcp", listenerAddress)
if err != nil {
log.Fatalf("Failed to open local port to listen: %v", err)
}
log.Printf("Simple Proxy started on: %d and forwards to port %d", listenerAddress.Port, remoteAddress.Port)
for {
conn, err := listener.AcceptTCP()
if err != nil {
log.Fatalf("Failed to accept connection: %v", err)
continue
}
var p *Proxy
// HTTP is a stateless protocol thus a proxy needs to reinitiate the new next incoming call (conn)
// each time it finishes handling the previous one.
p = New(conn, listenerAddress, remoteAddress)
p.Start()
}
}
//Start initiates transmission of data to and from the remote to client side.
func (p *Proxy) Start() {
defer p.lconn.Close()
var err error
p.rconn, err = net.DialTCP("tcp", nil, p.raddr)
if err != nil {
log.Fatalf("Remote connection failure: %v", err)
}
defer p.rconn.Close()
go p.CopySrcDst(p.lconn, p.rconn)
go p.CopySrcDst(p.rconn, p.lconn)
//Wait for everything to close -- This one blocks the routine.
<-p.errorSignal
log.Printf("Closing Start routine \n")
}
func (p *Proxy) err(err error) {
if err != io.EOF {
log.Printf("Warning: %v: Setting error signal to true", err)
}
p.errorSignal <- true
}
//CopySrcDst copies data from src to dest
func (p *Proxy) CopySrcDst(src, dst io.ReadWriteCloser) {
buff := make([]byte, 1024)
for {
n, err := src.Read(buff)
if err != nil {
// Reading error.
p.err(err)
return
}
dataFromBuffer := buff[:n]
n, err = dst.Write(dataFromBuffer)
if err != nil {
// Writing error.
p.err(err)
return
}
}
}
You are asking how to save data read from an io.Reader. That's different from caching.
The easiest approach is to tee the reader into a buffer.
While you are at it, you might as well use io.Copy instead of the similar code in the question. The code in the question does not handle the case when read returns n > 0 and a non-nil error.
Use an error group to coordinate waiting for the goroutines and collecting error status.
var g errgroup.Group
var rbuf, lbuf bytes.Buffer
g.Go(func() error {
_, err := io.Copy(lconn, io.TeeReader(p.rconn, &rbuf))
return err
})
g.Go(func() error {
_, err := io.Copy(rconn, io.TeeReader(p.lconn, &lbuf))
return err
})
if err := g.Wait(); err != nil {
// handle error
}
// rbuf and lbuf have the contents of the two streams.
The name of the programming language is "Go", not "Golang" or "GoLang".