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Only Spans Docs #11731
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| Original file line number | Diff line number | Diff line change |
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| --- | ||
| title: Spans | ||
| sidebar_order: 8 | ||
| --- | ||
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| <PageGrid /> |
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| --- | ||
| title: Scopes | ||
| --- | ||
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| <Alert title="Note" level="info"> | ||
| This is work in progress and does not represent the final state. | ||
| </Alert> | ||
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| This is a more concise version of the [Hub & Scope Refactoring](/sdk/miscellaneous/hub_and_scope_refactoring/) document. It does focus on the actual implementation and expected features. | ||
| The old document remains unchanged, and offers more historical context and migration strategies. |
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| @@ -0,0 +1,57 @@ | ||
| --- | ||
| title: Span API | ||
| --- | ||
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| Spans are measuring the duration of certain operations in an application. | ||
| The topmost member of a span tree is called the root span. This span has no parent span and groups together its children with a representative name for the entire operation, such as `GET /` in case of a request to a backend application. | ||
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| ## Creating a root span | ||
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| The SDK must expose a method for creating a root span. The user must be able to set certain properties on this root span, such as its name, the type of operation (`op`) and others. | ||
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| ```js | ||
| span = sentry.tracing.startSpan() | ||
| ->setName('GET /') | ||
| ->setOp('http.server') | ||
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| span.end() | ||
| ``` | ||
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| ## Creating nested spans | ||
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| To create nested spans, the SDK must expose an explicit way for a user to perform this task. | ||
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| Additionally, the SDK may expose alternative APIs to create nested spans, such as allowing a user to wrap an operation into a callback or apply a decorator to certain blocks. These alternative APIs must never create a root span and no-op if no parent span is present. | ||
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| ```js | ||
| childSpan = span.startChild() | ||
| ->setName('authentication middleware') | ||
| ->setOp('middleware.handle') | ||
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| childSpan.end() | ||
| ``` | ||
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| ## Setting the span status | ||
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| A span has two statuses, `ok` and `error`. By default, the status of a span is set to `ok`. | ||
| The SDK must allow a user to modify the status of a span. | ||
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| ```js | ||
| span.setStatus('error') | ||
| ``` | ||
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| ## Setting span attributes | ||
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| The SDK must expose a method to allow a user to set data attributes onto a span. | ||
| These attributes should use pre-defined keys whenever possible. | ||
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| ```js | ||
| span.setAttribute(SpanAttributes.HTTP_METHOD, 'GET') | ||
| span.setAttribute(SpanAttributes.HTTP_RESPONSE_STATUS_CODE, 200) | ||
| ``` | ||
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| ## Additional, optional span APIs | ||
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| `span.setStartTimestamp()` - overwrite the span's start time | ||
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| `span.setEndTimestamp()` - overwrites the span's end time |
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| --- | ||
| title: Span Protocol | ||
| --- | ||
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| <Alert title="Note" level="info"> | ||
| This is work in progress and does not represent the final state. | ||
| </Alert> | ||
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| The SDK must implement a new "span" envelope item, which is used to emit an entire span tree (one root span and its children). | ||
| The payload of each envelope item follows the [OpenTelemetry Protocol](https://opentelemetry.io/docs/specs/otel/protocol/). | ||
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| ``` | ||
| { | ||
| "event_id":"9ec79c33ec9942ab8353589fcb2e04dc" | ||
| } | ||
| { | ||
| "type": "span" | ||
| } | ||
| { | ||
| "traceId": "32d3c7cb501fbddbe3ce1016a72d50b5", | ||
| "spanId": "e91d37480970523b", | ||
| "name": "GET /", | ||
| "startTime": "1544712660", | ||
| "endTime": "1544712680", | ||
| "attributes": [ | ||
| { | ||
| "key": "sentry.op", | ||
| "value": { | ||
| "stringValue": "http.sever", | ||
| } | ||
| }, | ||
| { | ||
| "key": "http.response.status_code", | ||
| "value": { | ||
| "intValue": "200", | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| { | ||
| "type": "span" | ||
| } | ||
| { | ||
| "traceId": "32d3c7cb501fbddbe3ce1016a72d50b5", | ||
| "spanId": "6b22b3af586e777a", | ||
| "parentSpanId": "e91d37480970523b", | ||
| "name": "UserMiddleware", | ||
| "startTimeUnix": "1544712665", | ||
| "endTimeUnix": "1544712675", | ||
| "attributes": [ | ||
| { | ||
| "key": "sentry.op", | ||
| "value": { | ||
| "stringValue": "middleware.handle", | ||
| } | ||
| }, | ||
| { | ||
| "key": "user.email", | ||
| "value": { | ||
| "stringValue": "[email protected]", | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| ``` |
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| @@ -0,0 +1,102 @@ | ||||||
| --- | ||||||
| title: Span Sampling & Filtering | ||||||
| --- | ||||||
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| Any APIs exposed to the user to sample or filter spans must adhere to the following design principles: | ||||||
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| - The APIs are optimized for trace completeness | ||||||
| - The APIs are optimized for conclusive sampling decisions | ||||||
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| ## Sample root spans with `tracesSampleRate` & `tracesSampler` | ||||||
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| The SDK is automatically initialized with a `tracesSampleRate` of `0`. | ||||||
| When starting a root span, the configured rate is compared against a random number between 0 and 1 to decide if this root span will be sampled or not. | ||||||
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| If the SDK is configured with a `tracesSampler`, the `tracesSampleRate` no longer applies. | ||||||
| The `tracesSampler` callback must receive sufficient arguments from users to define their own sampling rules. | ||||||
| This can include but is not limited to certain attributes from the root span, such as HTTP headers. | ||||||
| The return value of the `tracesSampler` is a float between `0.0` and `1.0`. | ||||||
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| ```js | ||||||
| Sentry.init({ | ||||||
| tracesSampler: ({ name, attributes, parentSampleRate }) => { | ||||||
| // Inherit the trace parent's sample rate if there is one. Sampling is deterministic | ||||||
| // for one trace, e.g. if the parent was sampled, all children will be sampled at the same rate. | ||||||
| if (typeof parentSampleRate === "number") { | ||||||
| return parentSampleRate; | ||||||
| } | ||||||
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| // Else, use a default sample rate (replacing tracesSampleRate). | ||||||
| return 0.5; | ||||||
| } | ||||||
| }) | ||||||
| ``` | ||||||
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| The `parentSampleRate` is a propagated value inside the baggage, using key `sentry-sample_rand`. | ||||||
| The value stems from a truly random number between 0 and 1, generated when a new trace is started. If the SDK does not receive such a number in an incoming trace, a new, truly random number between 0 and 1 is generated. | ||||||
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Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: Should we clarify that the value must be placed in baggage and propagated from now on?
Member
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. See above, "The |
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| In the following cases, the SDK must compare sample rates against this `parentSampleRate` instead of `math.random()`: | ||||||
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Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This should be:
Suggested change
Should we rephrase this, that the SDK always compares with the
Member
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yep, I'll re-phrase the entire paragraph, as I'm not happy with the current state. |
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| - When a `tracesSampler` is configured, e.g. `trace["sentry-sample_rand"] < tracesSampler()` | ||||||
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| - When the SDK is the head of trace, this applies to sample decisions based on `tracesSampleRate`, e.g. `trace['sentry-sample_rand'] < config.tracesSampleRate` | ||||||
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| If the `sentry-sample_rate` (`parentSampleRate`) is not available for any reason for an inbound trace, but the trace has the sampled flag set to true, the SDK injects `parentSampleRate: 1.0` into the `tracesSampler`. | ||||||
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| If no `tracesSampler` is configured, a propagated sampling decision via the traceparent takes precedence over the `tracesSampleRate`. This behavior can be disabled by defining a `tracesSampler`. | ||||||
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| ## Parent Sampling Origins | ||||||
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| If the SDK can parse an org ID from the configured DSN, this value must be propagated as a baggage entry with the key `sentry-org`. Given a DSN of `https://[email protected]/1`, the org ID is 1, based on `o1`. | ||||||
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Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This doesn't cover self-hosted, most organizations there will have org ID 1. If we're OK with this restriction, I think we should write this down. If we're not OK with this restriction, we'd need to add an additional identifier from the instance, though I currently don't have a good idea where to get this from.
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I'll add this limitation for self-hosted and refer to using the |
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| On incoming traces, the SDK must compare the `sentry-org` baggage value against its own parsed value from the DSN. Only if both match, the parent sampling decisions applies. | ||||||
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| This behavior can be disabled by setting `strictTracePropagation: false` in the SDK init call. | ||||||
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| The SDK must be configurable with an optional `org: <org-id>` setting that takes precedence over the parsed value from the DSN. | ||||||
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| ## Filter spans with `ignoreSpans` & integration config | ||||||
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| The SDK must implement a mechanism for users to filter out spans. The result must be binary (true/false). | ||||||
| The `ignoreSpans` option accepts a glob pattern or string. | ||||||
| The `integrations` option can perform in similar fashion or make explicit opt-out possible via a bool flag. | ||||||
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| If both options are not feasible to be implemented in certain SDKs, other approaches must be explored that have the same outcome. | ||||||
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| ```js | ||||||
| Sentry.init({ | ||||||
| ignoreSpans: [ | ||||||
| 'GET /about', | ||||||
| 'events.signal *', | ||||||
| ], | ||||||
| integrations: [ | ||||||
| fsIntegration: { | ||||||
| ignoreSpans: [ | ||||||
| 'fs.read', | ||||||
| ], | ||||||
| readSpans: true, | ||||||
| writeSpans: false, | ||||||
| } | ||||||
| ] | ||||||
| }) | ||||||
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| ``` | ||||||
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| ## Sanitize span attributes with `beforeSendSpans` | ||||||
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| This callback must not allow the removal of any spans from the span tree. | ||||||
| It receives a deep copy of all spans in the span tree and their attributes. | ||||||
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| ``` | ||||||
| [ | ||||||
| { | ||||||
| 'name': 'GET /', | ||||||
| 'attributes': [ | ||||||
| 'http.request.method': 'GET', | ||||||
| 'http.response.status_code': 200, | ||||||
| ] | ||||||
| }, | ||||||
| ] | ||||||
| ``` | ||||||
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| Users can mutate any exposed properties to perform sanitation on sensitive data or Pii. | ||||||
| The return value `beforeSendSpans` should be merged with the original span tree prior to emission. | ||||||
| Original file line number | Diff line number | Diff line change |
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| --- | ||
| title: Span Trace Propagation | ||
| --- | ||
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| ## Continue an incoming trace | ||
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| To continue a trace from an upstream service, the SDK must expose a method to extract the traceparent and baggage information and apply these to the applicable scope. | ||
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| ```js | ||
| scope.setPropagationContext({ | ||
| traceparent: request.headers.SENTRY_TRACE, | ||
| baggage: request.headers.SENTRY_BAGGAGE, | ||
| }) | ||
| ``` | ||
| Newly created root spans should now contain these properties, such as `trace_id` and `parent_span_id`. | ||
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| ## Continue an outgoing trace | ||
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| To propagate a trace to a downstream service, the SDK must expose methods to fetch the required information to allow the next service to continue the trace. | ||
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| ```js | ||
| traceparent = scope.getTraceparent() | ||
| baggage = scope.getBaggage() | ||
| ``` |
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Before this gets merged, I would love it if this section contained one or two paragraphs on the goals of the API & behavior. As it stands, this reads very much like a "do this" with no context whatsoever but I assume this is due to it being WIP.