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docs: add FAQ/troubleshooting and operation timing guide (#2434)
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--- | ||
title: "Frequently Asked Questions" | ||
linkTitle: "FAQ / Troubleshooting" | ||
description: "Answers to some commonly-asked questions about the {{% alias sdk-go %}}" | ||
weight: 9 | ||
--- | ||
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### How do I configure my SDK's HTTP client? Are there any guidelines or best practices? | ||
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We are unable to provide guidance to customers on how to configure their HTTP | ||
workflow in a manner that is most effective for their particular workload. The | ||
answer to this is the product of a multivariate equation, with input factors | ||
including but not limited to: | ||
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* the network footprint of the application (TPS, throughput, etc.) | ||
* the services being used | ||
* the compute characteristics of the deployment | ||
* the geographical nature of the deployment | ||
* the desired application behavior or needs of the application itself (SLAs, | ||
timings, etc.) | ||
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### How should I configure operation timeouts? | ||
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Much like the previous question, it depends. Elements to consider here include | ||
the following: | ||
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* All of the above factors concerning HTTP client config | ||
* Your own application timing or SLA constraints (e.g. if you yourself serve | ||
traffic to other consumers) | ||
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**The answer to this question should almost NEVER be based on pure empirical | ||
observation of upstream behavior** - e.g. "I made 1000 calls to this operation, | ||
it took at most 5 seconds so I will set the timeout based on that with a safety | ||
factor of 2x to 10 seconds". Environment conditions can change, services can | ||
temporarily degrade, and these types of assumptions can become wrong without | ||
warning. | ||
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### Requests made by the SDK are timing out or taking too long, how do I fix this? | ||
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We are unable to assist with extended or timed-out operation calls due to | ||
extended time spent on the wire. "Wire time" in the SDK is defined as any of | ||
the following: | ||
* Time spent in an SDK client's `HTTPClient.Do()` method | ||
* Time spent in `Read()`s on an HTTP response body that has been forwarded to | ||
the caller (e.g. `GetObject`) | ||
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If you are experiencing issues due to operation latency or timeouts, your first | ||
course of action should be to obtain telemetry of the SDK operation lifecycle | ||
to determine the timing breakdown between time spent on the wire and the | ||
surrounding overhead of the operation. See the guide on | ||
[timing SDK operations]({{< ref "/docs/faq/timing-operations.md" >}}), | ||
which contains a reusable code snippet that can achieve this. | ||
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### How do I fix a `read: connection reset` error? | ||
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The SDK retries any errors matching the `connection reset` pattern by default. | ||
This will cover error handling for most operations, where the operation's HTTP | ||
response is fully consumed and deserialized into its modeled result type. | ||
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However, this error can still occur in a context **outside** of the retry loop: | ||
certain service operations directly forward the API's HTTP response body to the | ||
caller to be consumed from the wire directly via `io.ReadCloser` (e.g. | ||
`GetObject`'s object payload). You may encounter this error when performing a | ||
`Read` on the response body. | ||
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This error indicates that your host, the service or any intermediary party | ||
(e.g. NAT gateways, proxies, load balancers) closed the connection while | ||
attempting to read the response. | ||
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This can occur for several reasons: | ||
* You did not consume the response body for some time after the response itself | ||
was received (after the service operation was called). **We recommend you | ||
consume the HTTP response body as soon as possible for these types of | ||
operations.** | ||
* You did not close a previously-received response body. This can cause | ||
connection resets on certain platforms. **You MUST close any `io.ReadCloser` | ||
instances provided in an operation's response, regardless of whether you | ||
consume its contents.** | ||
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Beyond that, try running a tcpdump for an affected connection at the edge of | ||
your network (e.g. after any proxies that you control). If you see that the AWS | ||
endpoint seems to be sending a TCP RST, you should use the AWS support console | ||
to open a case against the offending service. Be prepared to provide request | ||
IDs and specific timestamps of when the issue occured. | ||
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### Why am I getting "invalid signature" errors when using an HTTP proxy with the SDK? | ||
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The signature algorithm for AWS services (generally sigv4) is tied to the | ||
serialized request's headers, more specifically most headers prefixed with | ||
`X-`. Proxies are prone to modifying the outgoing request by adding additional | ||
forwarding information (often via an `X-Forwarded-For` header) which | ||
effectively breaks the signature that the SDK calculated. | ||
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If you're using an HTTP proxy and experiencing signature errors, you should | ||
work to capture the request **as it appears outgoing from the proxy** and | ||
determine whether it is different. | ||
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--- | ||
title: "Timing SDK operations" | ||
linkTitle: "Timing Operations" | ||
description: "How to perform basic instrumentation in the {{% alias sdk-go %}} to time SDK operations" | ||
weight: 1 | ||
--- | ||
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When debugging timeout / latency issues in the SDK, it is critical to identify | ||
the components of the operation lifecycle which are taking more time to execute | ||
than expected. As a starting point, you will generally need to inspect the | ||
timing breakdown between the overall operation call and the HTTP call itself. | ||
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The following sample program implements a basic instrumentation probe in terms | ||
of `smithy-go` middleware for SQS clients and demonstrates how it is used. The | ||
probe emits the following information for each operation call: | ||
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* AWS request ID | ||
* service ID | ||
* operation name | ||
* operation invocation time | ||
* http call time | ||
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Each emitted message is prefixed with a unique (to a single operation) | ||
"invocation ID" which is set at the beginning of the handler stack. | ||
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The entry point for instrumentation is exposed as `WithOperationTiming`, which | ||
is parameterized to accept a message handling function which will receive | ||
instrumentation "events" as formatted strings. `PrintfMSGHandler` is provided | ||
as a convenience which will simply dump messages to stdout. | ||
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The service used here is interchangeable - ALL service client options accept | ||
`APIOptions` and an `HTTPClient` as configuration. For example, | ||
`WithOperationTiming` could instead be declared as: | ||
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```go | ||
func WithOperationTiming(msgHandler func(string)) func(*s3.Options) | ||
func WithOperationTiming(msgHandler func(string)) func(*dynamodb.Options) | ||
// etc. | ||
``` | ||
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If you change it, be sure to change the signature of the function it returns as | ||
well. | ||
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```go | ||
import ( | ||
"context" | ||
"fmt" | ||
"log" | ||
"net/http" | ||
"sync" | ||
"time" | ||
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awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware" | ||
awshttp "github.com/aws/aws-sdk-go-v2/aws/transport/http" | ||
"github.com/aws/aws-sdk-go-v2/config" | ||
"github.com/aws/aws-sdk-go-v2/service/sqs" | ||
"github.com/aws/smithy-go/middleware" | ||
smithyrand "github.com/aws/smithy-go/rand" | ||
) | ||
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// WithOperationTiming instruments an SQS client to dump timing information for | ||
// the following spans: | ||
// - overall operation time | ||
// - HTTPClient call time | ||
// | ||
// This instrumentation will also emit the request ID, service name, and | ||
// operation name for each invocation. | ||
// | ||
// Accepts a message "handler" which is invoked with formatted messages to be | ||
// handled externally, you can use the declared PrintfMSGHandler to simply dump | ||
// these values to stdout. | ||
func WithOperationTiming(msgHandler func(string)) func(*sqs.Options) { | ||
return func(o *sqs.Options) { | ||
o.APIOptions = append(o.APIOptions, addTimingMiddlewares(msgHandler)) | ||
o.HTTPClient = &timedHTTPClient{ | ||
client: awshttp.NewBuildableClient(), | ||
msgHandler: msgHandler, | ||
} | ||
} | ||
} | ||
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// PrintfMSGHandler writes messages to stdout. | ||
func PrintfMSGHandler(msg string) { | ||
fmt.Printf("%s\n", msg) | ||
} | ||
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type invokeIDKey struct{} | ||
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func setInvokeID(ctx context.Context, id string) context.Context { | ||
return middleware.WithStackValue(ctx, invokeIDKey{}, id) | ||
} | ||
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func getInvokeID(ctx context.Context) string { | ||
id, _ := middleware.GetStackValue(ctx, invokeIDKey{}).(string) | ||
return id | ||
} | ||
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// Records the current time, and returns a function to be called when the | ||
// target span of events is completed. The return function will emit the given | ||
// span name and time elapsed to the given message consumer. | ||
func timeSpan(ctx context.Context, name string, consumer func(string)) func() { | ||
start := time.Now() | ||
return func() { | ||
elapsed := time.Now().Sub(start) | ||
consumer(fmt.Sprintf("[%s] %s: %s", getInvokeID(ctx), name, elapsed)) | ||
} | ||
} | ||
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type timedHTTPClient struct { | ||
client *awshttp.BuildableClient | ||
msgHandler func(string) | ||
} | ||
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func (c *timedHTTPClient) Do(r *http.Request) (*http.Response, error) { | ||
defer timeSpan(r.Context(), "http", c.msgHandler)() | ||
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resp, err := c.client.Do(r) | ||
if err != nil { | ||
return nil, fmt.Errorf("inner client do: %v", err) | ||
} | ||
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return resp, nil | ||
} | ||
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type addInvokeIDMiddleware struct { | ||
msgHandler func(string) | ||
} | ||
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func (*addInvokeIDMiddleware) ID() string { return "addInvokeID" } | ||
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func (*addInvokeIDMiddleware) HandleInitialize(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) ( | ||
out middleware.InitializeOutput, md middleware.Metadata, err error, | ||
) { | ||
id, err := smithyrand.NewUUID(smithyrand.Reader).GetUUID() | ||
if err != nil { | ||
return out, md, fmt.Errorf("new uuid: %v", err) | ||
} | ||
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return next.HandleInitialize(setInvokeID(ctx, id), in) | ||
} | ||
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type timeOperationMiddleware struct { | ||
msgHandler func(string) | ||
} | ||
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func (*timeOperationMiddleware) ID() string { return "timeOperation" } | ||
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func (m *timeOperationMiddleware) HandleInitialize(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) ( | ||
middleware.InitializeOutput, middleware.Metadata, error, | ||
) { | ||
defer timeSpan(ctx, "operation", m.msgHandler)() | ||
return next.HandleInitialize(ctx, in) | ||
} | ||
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type emitMetadataMiddleware struct { | ||
msgHandler func(string) | ||
} | ||
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func (*emitMetadataMiddleware) ID() string { return "emitMetadata" } | ||
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func (m *emitMetadataMiddleware) HandleInitialize(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) ( | ||
middleware.InitializeOutput, middleware.Metadata, error, | ||
) { | ||
out, md, err := next.HandleInitialize(ctx, in) | ||
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invokeID := getInvokeID(ctx) | ||
requestID, _ := awsmiddleware.GetRequestIDMetadata(md) | ||
service := awsmiddleware.GetServiceID(ctx) | ||
operation := awsmiddleware.GetOperationName(ctx) | ||
m.msgHandler(fmt.Sprintf(`[%s] requestID = "%s"`, invokeID, requestID)) | ||
m.msgHandler(fmt.Sprintf(`[%s] service = "%s"`, invokeID, service)) | ||
m.msgHandler(fmt.Sprintf(`[%s] operation = "%s"`, invokeID, operation)) | ||
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return out, md, err | ||
} | ||
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func addTimingMiddlewares(mh func(string)) func(*middleware.Stack) error { | ||
return func(s *middleware.Stack) error { | ||
if err := s.Initialize.Add(&timeOperationMiddleware{msgHandler: mh}, middleware.Before); err != nil { | ||
return fmt.Errorf("add time operation middleware: %v", err) | ||
} | ||
if err := s.Initialize.Add(&addInvokeIDMiddleware{msgHandler: mh}, middleware.Before); err != nil { | ||
return fmt.Errorf("add invoke id middleware: %v", err) | ||
} | ||
if err := s.Initialize.Insert(&emitMetadataMiddleware{msgHandler: mh}, "RegisterServiceMetadata", middleware.After); err != nil { | ||
return fmt.Errorf("add emit metadata middleware: %v", err) | ||
} | ||
return nil | ||
} | ||
} | ||
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func main() { | ||
cfg, err := config.LoadDefaultConfig(context.Background()) | ||
if err != nil { | ||
log.Fatal(fmt.Errorf("load default config: %v", err)) | ||
} | ||
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svc := sqs.NewFromConfig(cfg, WithOperationTiming(PrintfMSGHandler)) | ||
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var wg sync.WaitGroup | ||
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for i := 0; i < 6; i++ { | ||
wg.Add(1) | ||
go func() { | ||
defer wg.Done() | ||
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_, err = svc.ListQueues(context.Background(), nil) | ||
if err != nil { | ||
fmt.Println(fmt.Errorf("list queues: %v", err)) | ||
} | ||
}() | ||
} | ||
wg.Wait() | ||
} | ||
``` | ||
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A sample output of this program: | ||
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``` | ||
[e9a801bb-c51d-45c8-8e9f-a202e263fde8] http: 192.24067ms | ||
[e9a801bb-c51d-45c8-8e9f-a202e263fde8] requestID = "dbee3082-96a3-5b23-adca-6d005696fa94" | ||
[e9a801bb-c51d-45c8-8e9f-a202e263fde8] service = "SQS" | ||
[e9a801bb-c51d-45c8-8e9f-a202e263fde8] operation = "ListQueues" | ||
[e9a801bb-c51d-45c8-8e9f-a202e263fde8] operation: 193.098393ms | ||
[0740f0e0-953e-4328-94fc-830a5052e763] http: 195.185732ms | ||
[0740f0e0-953e-4328-94fc-830a5052e763] requestID = "48b301fa-fc9f-5f1f-9007-5c783caa9322" | ||
[0740f0e0-953e-4328-94fc-830a5052e763] service = "SQS" | ||
[0740f0e0-953e-4328-94fc-830a5052e763] operation = "ListQueues" | ||
[0740f0e0-953e-4328-94fc-830a5052e763] operation: 195.725491ms | ||
[c0589832-f351-4cc7-84f1-c656eb79dbd7] http: 200.52383ms | ||
[444030d0-6743-4de5-bd91-bc40b2b94c55] http: 200.525919ms | ||
[c0589832-f351-4cc7-84f1-c656eb79dbd7] requestID = "4a73cc82-b47b-56e1-b327-9100744e1b1f" | ||
[c0589832-f351-4cc7-84f1-c656eb79dbd7] service = "SQS" | ||
[c0589832-f351-4cc7-84f1-c656eb79dbd7] operation = "ListQueues" | ||
[c0589832-f351-4cc7-84f1-c656eb79dbd7] operation: 201.214365ms | ||
[444030d0-6743-4de5-bd91-bc40b2b94c55] requestID = "ca1523ed-1879-5610-bf5d-7e6fd84cabee" | ||
[444030d0-6743-4de5-bd91-bc40b2b94c55] service = "SQS" | ||
[444030d0-6743-4de5-bd91-bc40b2b94c55] operation = "ListQueues" | ||
[444030d0-6743-4de5-bd91-bc40b2b94c55] operation: 201.197071ms | ||
[079e8dbd-bb93-43ab-89e5-a7bb392b86a5] http: 206.449568ms | ||
[12b2b39d-df86-4648-a436-ff0482d13340] http: 206.526603ms | ||
[079e8dbd-bb93-43ab-89e5-a7bb392b86a5] requestID = "64229710-b552-56ed-8f96-ca927567ec7b" | ||
[079e8dbd-bb93-43ab-89e5-a7bb392b86a5] service = "SQS" | ||
[079e8dbd-bb93-43ab-89e5-a7bb392b86a5] operation = "ListQueues" | ||
[079e8dbd-bb93-43ab-89e5-a7bb392b86a5] operation: 207.252357ms | ||
[12b2b39d-df86-4648-a436-ff0482d13340] requestID = "76d9cbc0-07aa-58aa-98b7-9642c79f9851" | ||
[12b2b39d-df86-4648-a436-ff0482d13340] service = "SQS" | ||
[12b2b39d-df86-4648-a436-ff0482d13340] operation = "ListQueues" | ||
[12b2b39d-df86-4648-a436-ff0482d13340] operation: 207.360621ms | ||
``` |
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