From 322da4510e139a847bc41b161001949179cbd1bc Mon Sep 17 00:00:00 2001 From: Ted Young Date: Fri, 17 Jan 2020 16:10:36 -0800 Subject: [PATCH] Proposal: Separate Layer for Context Propagation (#66) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Proposal to separate context propagation from observability * cleanup description for Extract * commas Co-Authored-By: Christian Neumüller * Update text/0000-separate-context-propagation.md Co-Authored-By: Christian Neumüller * RFC proposal: A layered approach to data formats * whitespace Co-Authored-By: Reiley Yang * Capitalization Co-Authored-By: Reiley Yang * whitespace Co-Authored-By: Reiley Yang * CleanBaggage -> ClearBaggage * move function descriptions to new line * Add Optional subheader * cleanup rough edits * clean up advice on pre-existing context implementations * Better context descriptions * remove data format file * remove git diff message * improved code sytnax * stop stuttering * Update text/0000-separate-context-propagation.md Co-Authored-By: Reiley Yang * spacing * Refine propagation * Remove registry concept * Add explicit chaining * Add RFC ID number from PR * remove RFC status line * slight calrification for GetHTTPExtractor * add global propagators * Clean up motivation * Clean up explanbation intro * Clarify context types * Fix ChainHTTPInjector and ChainHTTPExtractor * typo * Reference Trace-Context, not just traceparent * Bagge context cleanup * stronger language around context access * Update text/0042-separate-context-propagation.md Co-Authored-By: Christian Neumüller * clean up tradeoffs * v2.0 of this OTEP * Update OTEP number for new submission * remove image file for unused diagram * Update text/0066-separate-context-propagation.md Co-Authored-By: alrex * Link to Erlang prototype * whitespace * ToC * Update text/0066-separate-context-propagation.md Co-Authored-By: Tristan Sloughter * more context examples * typo * Update text/0066-separate-context-propagation.md Co-Authored-By: Yusuke Tsutsumi * Apply suggestions from code review Co-Authored-By: Yuri Shkuro * Renamed aspects to "cross-cutting concerns" * injectors are a list instead of chained * clean up API representation * cleanup examples * typo * remove correlations from proposal * Update text/0066-separate-context-propagation.md Co-Authored-By: Yuri Shkuro * remove the term "chaining" * remove the terms upstream and downstream * improved architecturural explanation * whitespace * update link to Go prototype * Removed the Baggage API; replaced it with Correlations. * Fix the intro paragraph for Correlations * git merges ate my homework * some sentences were out of order * Clarify that correltions must be propagated * Clarify risks * removed extra header * Clarify definition of aspect-oriented programming * Fix RemoveCorrelation * Spelling * Update text/0066-separate-context-propagation.md Co-Authored-By: Sergey Kanzhelev * Clarifying details * Update python prototype * Update text/0066-separate-context-propagation.md Co-Authored-By: Tyler Yahn * Update text/0066-separate-context-propagation.md Co-Authored-By: Tyler Yahn * Update text/0066-separate-context-propagation.md Co-Authored-By: Tyler Yahn * Clarify that the APIs and example code are not meant as final. Add C# prototype * Inject returns headers, not context * Update text/0066-separate-context-propagation.md Co-Authored-By: Mauricio Vásquez * spelling * remove spurious go comment Co-authored-by: Christian Neumüller Co-authored-by: Reiley Yang Co-authored-by: alrex Co-authored-by: Tristan Sloughter Co-authored-by: Yusuke Tsutsumi Co-authored-by: Yuri Shkuro Co-authored-by: Sergey Kanzhelev Co-authored-by: Tyler Yahn Co-authored-by: Mauricio Vásquez --- text/0066-separate-context-propagation.md | 626 ++++++++++++++++++++++ text/img/context_propagation_details.png | Bin 0 -> 83684 bytes text/img/context_propagation_overview.png | Bin 0 -> 35090 bytes 3 files changed, 626 insertions(+) create mode 100644 text/0066-separate-context-propagation.md create mode 100644 text/img/context_propagation_details.png create mode 100644 text/img/context_propagation_overview.png diff --git a/text/0066-separate-context-propagation.md b/text/0066-separate-context-propagation.md new file mode 100644 index 000000000..46b05ce45 --- /dev/null +++ b/text/0066-separate-context-propagation.md @@ -0,0 +1,626 @@ +# Context Propagation: A Layered Approach + +* [Motivation](#Motivation) +* [OpenTelemetry layered architecture](#OpenTelemetry-layered-architecture) + * [Cross-Cutting Concerns](#Cross-Cutting-Concerns) + * [Observability API](#Observability-API) + * [Correlations API](#Correlations-API) + * [Context Propagation](#Context-Propagation) + * [Context API](#Context-API) + * [Propagation API](#Propagation-API) +* [Prototypes](#Prototypes) +* [Examples](#Examples) + * [Global initialization](#Global-initialization) + * [Extracting and injecting from HTTP headers](#Extracting-and-injecting-from-HTTP-headers) + * [Simplify the API with automated context propagation](#Simplify-the-API-with-automated-context-propagation) + * [Implementing a propagator](#Implementing-a-propagator) + * [Implementing a concern](#Implementing-a-concern) + * [The scope of current context](#The-scope-of-current-context) + * [Referencing multiple contexts](#Referencing-multiple-contexts) + * [Falling back to explicit contexts](#Falling-back-to-explicit-contexts) +* [Internal details](#Internal-details) +* [FAQ](#faq) + +![drawing](img/context_propagation_overview.png) + +A proposal to refactor OpenTelemetry into a set of separate cross-cutting concerns which +operate on a shared context propagation mechanism. + +# Motivation + +This RFC addresses the following topics: + +**Separation of concerns** +* Cleaner package layout results in an easier to learn system. It is possible to + understand Context Propagation without needing to understand Observability. +* Allow for multiple types of context propagation, each self contained with + different rules. For example, TraceContext may be sampled, while + CorrelationContext never is. +* Allow the Observability and Context Propagation to have different defaults. + The Observability systems ships with a no-op implementation and a pluggable SDK, + the context propagation system ships with a canonical, working implementation. + +**Extensibility** +* A clean separation allows the context propagation mechanisms to be used on + their own, so they may be consumed by other systems which do not want to + depend on an observability tool for their non-observability concerns. +* Allow developers to create new applications for context propagation. For + example: A/B testing, authentication, and network switching. + + +# OpenTelemetry layered architecture + +The design of OpenTelemetry is based on the principles of [aspect-oriented +programming](https://en.wikipedia.org/wiki/Aspect-oriented_programming), +adopted to the needs of distributed systems. + +Some concerns "cut across" multiple abstractions in a program. Logging +exemplifies aspect orientation because a logging strategy necessarily affects +every logged part of the system. Logging thereby "cross-cuts" across all logged +classes and methods. Distributed tracing takes this strategy to the next level, +and cross-cuts across all classes and methods in all services in the entire +transaction. This requires a distributed form of the same aspect-oriented +programming principles in order to be implemented cleanly. + +OpenTelemetry approaches this by separating it's design into two layers. The top +layer contains a set of independent **cross-cutting concerns**, which intertwine +with a program's application logic and cannot be cleanly encapsulated. All +concerns share an underlying distributed **context propagation** layer, for +storing state and accessing data across the lifespan of a distributed +transaction. + + +# Cross-Cutting Concerns + +## Observability API +Distributed tracing is one example of a cross-cutting concern. Tracing code is +interleaved with regular code, and ties together independent code modules which +would otherwise remain encapsulated. Tracing is also distributed, and requires +transaction-level context propagation in order to execute correctly. + +The various observability APIs are not described here directly. However, in this new +design, all observability APIs would be modified to make use of the generalized +context propagation mechanism described below, rather than the tracing-specific +propagation system it uses today. + +Note that OpenTelemetry APIs calls should *always* be given access to the entire +context object, and never just a subset of the context, such as the value in a +single key. This allows the SDK to make improvements and leverage additional +data that may be available, without changes to all of the call sites. + +The following are notes on the API, and not meant as final. + +**`StartSpan(context, options) -> context`** +When a span is started, a new context is returned, with the new span set as the +current span. + +**`GetSpanPropagator() -> (HTTP_Extractor, HTTP_Injector)`** +When a span is extracted, the extracted value is stored in the context seprately +from the current span. + + +## Correlations API + +In addition to trace propagation, OpenTelemetry provides a simple mechanism for +propagating indexes, called the Correlations API. Correlations are +intended for indexing observability events in one service with attributes +provided by a prior service in the same transaction. This helps to establish a +causal relationship between these events. For example, determining that a +particular browser version is associated with a failure in an image processing +service. + +The Correlations API is based on the [W3C Correlation-Context specification](https://w3c.github.io/correlation-context/), +and implements the protocol as it is defined in that working group. There are +few details provided here as it is outside the scope of this OTEP to finalize +this API. + +While Correlations can be used to prototype other cross-cutting concerns, this +mechanism is primarily intended to convey values for the OpenTelemetry +observability systems. + +For backwards compatibility, OpenTracing Baggage is propagated as Correlations +when using the OpenTracing bridge. New concerns with different criteria should +be modeled separately, using the same underlying context propagation layer as +building blocks. + +The following is an example API, and not meant as final. + +**`GetCorrelation(context, key) -> value`** +To access the value for a label set by a prior event, the Correlations API +provides a function which takes a context and a key as input, and returns a +value. + +**`SetCorrelation(context, key, value) -> context`** +To record the value for a label, the Correlations API provides a function which +takes a context, a key, and a value as input, and returns an updated context +which contains the new value. + +**`RemoveCorrelation(context, key) -> context`** +To delete a label, the Correlations API provides a function +which takes a context and a key as input, and returns an updated context which +no longer contains the selected key-value pair. + +**`ClearCorrelations(context) -> context`** +To avoid sending any labels to an untrusted process, the Correlation API +provides a function to remove all Correlations from a context. + +**`GetCorrelationPropagator() -> (HTTP_Extractor, HTTP_Injector)`** +To deserialize the previous labels set by prior processes, and to serialize the +current total set of labels and send them to the next process, the Correlations +API provides a function which returns a Correlation-specific implementation of +the `HTTPExtract` and `HTTPInject` functions found in the Propagation API. + +# Context Propagation + +## Context API + +Cross-cutting concerns access data in-process using the same, shared context +object. Each concern uses its own namespaced set of keys in the context, +containing all of the data for that cross-cutting concern. + +The following is an example API, and not meant as final. + +**`CreateKey(name) -> key`** +To allow concerns to control access to their data, the Context API uses keys +which cannot be guessed by third parties which have not been explicitly handed +the key. It is recommended that concerns mediate data access via an API, rather +than provide direct public access to their keys. + +**`GetValue(context, key) -> value`** +To access the local state of an concern, the Context API provides a function +which takes a context and a key as input, and returns a value. + +**`SetValue(context, key, value) -> context`** +To record the local state of a cross-cutting concern, the Context API provides a +function which takes a context, a key, and a value as input, and returns a +new context which contains the new value. Note that the new value is not present +in the old context. + +**`RemoveValue(context, key) -> context`** +RemoveValue returns a new context with the key cleared. Note that the removed +value still remains present in the old context. + + +### Optional: Automated Context Management +When possible, the OpenTelemetry context should automatically be associated +with the program execution context. Note that some languages do not provide any +facility for setting and getting a current context. In these cases, the user is +responsible for managing the current context. + +**`GetCurrent() -> context`** +To access the context associated with program execution, the Context API +provides a function which takes no arguments and returns a Context. + +**`SetCurrent(context)`** +To associate a context with program execution, the Context API provides a +function which takes a Context. + +## Propagation API + +Cross-cutting concerns send their state to the next process via propagators: +functions which read and write context into RPC requests. Each concern creates a +set of propagators for every type of supported medium - currently only HTTP +requests. + +The following is an example API, and not meant as final. + +**`Extract(context, []http_extractor, headers) -> context`** +In order to continue transmitting data injected earlier in the transaction, +the Propagation API provides a function which takes a context, a set of +HTTP_Extractors, and a set of HTTP headers, and returns a new context which +includes the state sent from the prior process. + +**`Inject(context, []http_injector, headers) -> headers`** +To send the data for all concerns to the next process in the transaction, the +Propagation API provides a function which takes a context, a set of +HTTP_Injectors, and adds the contents of the context in to HTTP headers to +include an HTTP Header representation of the context. + +**`HTTP_Extractor(context, headers) -> context`** +Each concern must implement an HTTP_Extractor, which can locate the headers +containing the http-formatted data, and then translate the contents into an +in-memory representation, set within the returned context object. + +**`HTTP_Injector(context, headers) -> headers`** +Each concern must implement an HTTP_Injector, which can take the in-memory +representation of its data from the given context object, and add it to an +existing set of HTTP headers. + +### Optional: Global Propagators +It may be convenient to create a list of propagators during program +initialization, and then access these propagators later in the program. +To facilitate this, global injectors and extractors are optionally available. +However, there is no requirement to use this feature. + +**`GetExtractors() -> []http_extractor`** +To access the global extractor, the Propagation API provides a function which +returns an extractor. + +**`SetExtractors([]http_extractor)`** +To update the global extractor, the Propagation API provides a function which +takes an extractor. + +**`GetInjectors() -> []http_injector`** +To access the global injector, the Propagation API provides a function which +returns an injector. + +**`SetInjectors([]http_injector)`** +To update the global injector, the Propagation API provides a function which +takes an injector. + +# Prototypes + +**Erlang:** https://github.com/open-telemetry/opentelemetry-erlang-api/pull/4 +**Go:** https://github.com/open-telemetry/opentelemetry-go/pull/381 +**Java:** https://github.com/open-telemetry/opentelemetry-java/pull/655 +**Python:** https://github.com/open-telemetry/opentelemetry-python/pull/325 +**Ruby:** https://github.com/open-telemetry/opentelemetry-ruby/pull/147 +**C#/.NET:** https://github.com/open-telemetry/opentelemetry-dotnet/pull/399 + +# Examples + +It might be helpful to look at some examples, written in pseudocode. Note that +the pseudocode only uses simple functions and immutable values. Most mutable, +object-orient languages will use objects, such as a Span object, to encapsulate +the context object and hide it from the user in most cases. + +Let's describe +a simple scenario, where `service A` responds to an HTTP request from a `client` +with the result of a request to `service B`. + +``` +client -> service A -> service B +``` + +Now, let's assume the `client` in the above system is version 1.0. With version +v2.0 of the `client`, `service A` must call `service C` instead of `service B` +in order to return the correct data. + +``` +client -> service A -> service C +``` + +In this example, we would like `service A` to decide on which backend service +to call, based on the client version. We would also like to trace the entire +system, in order to understand if requests to `service C` are slower or faster +than `service B`. What might `service A` look like? + +## Global initialization +First, during program initialization, `service A` configures correlation and tracing +propagation, and include them in the global list of injectors and extractors. +Let's assume this tracing system is configured to use B3, and has a specific +propagator for that format. Initializing the propagators might look like this: + +```php +func InitializeOpentelemetry() { + // create the propagators for tracing and correlations. + bagExtract, bagInject = Correlations::HTTPPropagator() + traceExtract, traceInject = Tracer::B3Propagator() + + // add the propagators to the global list. + Propagation::SetExtractors(bagExtract, traceExtract) + Propagation::SetInjectors(bagInject, traceInject) +} +``` + +## Extracting and injecting from HTTP headers +These propagators can then be used in the request handler for `service A`. The +tracing and correlations concerns use the context object to handle state without +breaking the encapsulation of the functions they are embedded in. + +```php +func ServeRequest(context, request, project) -> (context) { + // Extract the context from the HTTP headers. Because the list of + // extractors includes a trace extractor and a correlations extractor, the + // contents for both systems are included in the request headers into the + // returned context. + extractors = Propagation::GetExtractors() + context = Propagation::Extract(context, extractors, request.Headers) + + // Start a span, setting the parent to the span context received from + // the client process. The new span will then be in the returned context. + context = Tracer::StartSpan(context, [span options]) + + // Determine the version of the client, in order to handle the data + // migration and allow new clients access to a data source that older + // clients are unaware of. + version = Correlations::GetCorrelation( context, "client-version") + + switch( version ){ + case "v1.0": + data, context = FetchDataFromServiceB(context) + case "v2.0": + data, context = FetchDataFromServiceC(context) + } + + context = request.Response(context, data) + + // End the current span + Tracer::EndSpan(context) + + return context +} + +func FetchDataFromServiceB(context) -> (context, data) { + request = NewRequest([request options]) + + // Inject the contexts to be propagated. Note that there is no direct + // reference to tracing or correlations. + injectors = Propagation::GetInjectors() + request.Headers = Propagation::Inject(context, injectors, request.Headers) + + // make an http request + data = request.Do() + + return data +} +``` + +## Simplify the API with automated context propagation +In this version of pseudocode above, we assume that the context object is +explicit, and is pass and returned from every function as an ordinary parameter. +This is cumbersome, and in many languages, a mechanism exists which allows +context to be propagated automatically. + +In this version of pseudocode, assume that the current context can be stored as +a thread local, and is implicitly passed to and returned from every function. + +```php +func ServeRequest(request, project) { + extractors = Propagation::GetExtractors() + Propagation::Extract(extractors, request.Headers) + + Tracer::StartSpan([span options]) + + version = Correlations::GetCorrelation("client-version") + + switch( version ){ + case "v1.0": + data = FetchDataFromServiceB() + case "v2.0": + data = FetchDataFromServiceC() + } + + request.Response(data) + + Tracer::EndSpan() +} + +func FetchDataFromServiceB() -> (data) { + request = newRequest([request options]) + + injectors = Propagation::GetInjectors() + Propagation::Inject(request.Headers) + + data = request.Do() + + return data +} +``` + +## Implementing a propagator +Digging into the details of the tracing system, what might the internals of a +span context propagator look like? Here is a crude example of extracting and +injecting B3 headers, using an explicit context. + +```php + func B3Extractor(context, headers) -> (context) { + context = Context::SetValue( context, + "trace.parentTraceID", + headers["X-B3-TraceId"]) + context = Context::SetValue( context, + "trace.parentSpanID", + headers["X-B3-SpanId"]) + return context + } + + func B3Injector(context, headers) -> (headers) { + headers["X-B3-TraceId"] = Context::GetValue( context, "trace.parentTraceID") + headers["X-B3-SpanId"] = Context::GetValue( context, "trace.parentSpanID") + + return headers + } +``` + +## Implementing a concern +Now, have a look at a crude example of how StartSpan might make use of the +context. Note that this code must know the internal details about the context +keys in which the propagators above store their data. For this pseudocode, let's +assume again that the context is passed implicitly in a thread local. + +```php + func StartSpan(options) { + spanData = newSpanData() + + spanData.parentTraceID = Context::GetValue( "trace.parentTraceID") + spanData.parentSpanID = Context::GetValue( "trace.parentSpanID") + + spanData.traceID = newTraceID() + spanData.spanID = newSpanID() + + Context::SetValue( "trace.parentTraceID", spanData.traceID) + Context::SetValue( "trace.parentSpanID", spanData.spanID) + + // store the spanData object as well, for in-process propagation. Note that + // this key will not be propagated, it is for local use only. + Context::SetValue( "trace.currentSpanData", spanData) + + return + } +``` + +## The scope of current context +Let's look at a couple other scenarios related to automatic context propagation. + +When are the values in the current context available? Scope management may be +different in each language, but as long as the scope does not change (by +switching threads, for example) the current context follows the execution of +the program. This includes after a function returns. Note that the context +objects themselves are immutable, so explicit handles to prior contexts will not +be updated when the current context is changed. + +```php +func Request() { + emptyContext = Context::GetCurrent() + + Context::SetValue( "say-something", "foo") + secondContext = Context::GetCurrent() + + print(Context::GetValue("say-something")) // prints "foo" + + DoWork() + + thirdContext = Context::GetCurrent() + + print(Context::GetValue("say-something")) // prints "bar" + + print( emptyContext.GetValue("say-something") ) // prints "" + print( secondContext.GetValue("say-something") ) // prints "foo" + print( thirdContext.GetValue("say-something") ) // prints "bar" +} + +func DoWork(){ + Context::SetValue( "say-something", "bar") +} +``` + +## Referencing multiple contexts +If context propagation is automatic, does the user ever need to reference a +context object directly? Sometimes. Even when automated context propagation is +an available option, there is no restriction which says that concerns must only +ever access the current context. + +For example, if a concern wanted to merge the data between two contexts, at +least one of them will not be the current context. + +```php +mergedContext = MergeCorrelations( Context::GetCurrent(), otherContext) +Context::SetCurrent(mergedContext) +``` + +## Falling back to explicit contexts +Sometimes, suppling an additional version of a function which uses explicit +contexts is necessary, in order to handle edge cases. For example, in some cases +an extracted context is not intended to be set as current context. An +alternate extract method can be added to the API to handle this. + +```php +// Most of the time, the extract function operates on the current context. +Extract(headers) + +// When a context needs to be extracted without changing the current +// context, fall back to the explicit API. +otherContext = ExtractWithContext(Context::GetCurrent(), headers) +``` + + +# Internal details + +![drawing](img/context_propagation_details.png) + +## Example Package Layout +``` + Context + ContextAPI + Observability + Correlations + CorrelationAPI + HttpInjector + HttpExtractor + Metrics + MetricAPI + Trace + TracerAPI + HttpInjector + HttpExtractor + Propagation + Registry + HttpInjectorInterface + HttpExtractorInterface +``` + +## Edge Cases +There are some complications that can arise when managing a span context extracted off the wire and in-process spans for tracer operations that operate on an implicit parent. In order to ensure that a context key references an object of the expected type and that the proper implicit parent is used, the following conventions have been established: + + +### Extract +When extracting a remote context, the extracted span context MUST be stored separately from the current span. + +### Default Span Parentage +When a new span is created from a context, a default parent for the span can be assigned. The order is of assignment is as follows: + +* The current span. +* The extracted span. +* The root span. + +### Inject +When injecting a span to send over the wire, the default order is of +assignment is as follows: + +* The current span. +* The extracted span. + +## Default HTTP headers +OpenTelemetry currently uses two standard header formats for context propagation. +Their properties and requirements are integrated into the OpenTelemetry APIs. + +**Span Context -** The OpenTelemetry Span API is modeled on the `traceparent` +and `tracestate` headers defined in the [W3C Trace Context specification](https://www.w3.org/TR/trace-context/). + +**Correlation Context -** The OpenTelemetry Correlations API is modeled on the +`Correlation-Context` headers defined in the [W3C Correlation Context specification](https://w3c.github.io/correlation-context/). + +## Context management and in-process propagation + +In order for Context to function, it must always remain bound to the execution +of code it represents. By default, this means that the programmer must pass a +Context down the call stack as a function parameter. However, many languages +provide automated context management facilities, such as thread locals. +OpenTelemetry should leverage these facilities when available, in order to +provide automatic context management. + +## Pre-existing context implementations + +In some languages, a single, widely used context implementation exists. In other +languages, there many be too many implementations, or none at all. For example, +Go has a the `context.Context` object, and widespread conventions for how to +pass it down the call stack. Java has MDC, along with several other context +implementations, but none are so widely used that their presence can be +guaranteed or assumed. + +In the cases where an extremely clear, pre-existing option is not available, +OpenTelemetry should provide its own context implementation. + + +# FAQ + +## What about complex propagation behavior? + +Some OpenTelemetry proposals have called for more complex propagation behavior. +For example, falling back to extracting B3 headers if W3C Trace-Context headers +are not found. "Fallback propagators" and other complex behavior can be modeled as +implementation details behind the Propagator interface. Therefore, the +propagation system itself does not need to provide an mechanism for chaining +together propagators or other additional facilities. + +# Prior art and alternatives + +Prior art: +* OpenTelemetry distributed context +* OpenCensus propagators +* OpenTracing spans +* gRPC context + +# Risks + +The Correlations API is related to the [W3C Correlation-Context](https://w3c.github.io/correlation-context/) +specification. Work on this specification has begun, but is not complete. While +unlikely, it is possible that this W3C specification could diverge from the +design or guarantees needed by the Correlations API. + +# Future possibilities + +Cleanly splitting OpenTelemetry into Aspects and Context Propagation layer may +allow us to move the Context Propagation layer into its own, stand-alone +project. 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