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[[integration.observability]] |
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= Observability Support |
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Micrometer defines an https://micrometer.io/docs/observation[Observation concept that enables both Metrics and Traces] in applications. |
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Metrics support offers a way to create timers, gauges or counters for collecting statistics about the runtime behavior of your application. |
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Metrics can help you to track error rates, usage patterns, performance and more. |
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Traces provide a holisitic view of an entire system, crossing application boundaries; you can zoom in on particular user requests and follow their entire completion across applications. |
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Spring Framework instruments various parts of its own codebase to publish observations if an `ObservationRegistry` is configured. |
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You can learn more about {docs-spring-boot}/html/actuator.html#actuator.metrics[configuring the observability infrastructure in Spring Boot]. |
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[[integration.observability.concepts]] |
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== Micrometer Observation concepts |
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If you are not familiar with Micrometer Observation, here's a quick summary of the new concepts you should know about. |
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* `Observation` is the actual recording of something happening in your application. This is processed by `ObservationHandler` implementations to produce metrics or traces. |
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* Each observation has a corresponding `ObservationContext` implementation; this type holds all the relevant information for extracting metadata for it. |
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In the case of an HTTP server observation, the context implementation could hold the HTTP request, the HTTP response, any Exception thrown during processing... |
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* Each `Observation` holds `KeyValues` metadata. In the case of an server HTTP observation, this could be the HTTP request method, the HTTP response status... |
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This metadata is contributed by `ObservationConvention` implementations which should declare the type of `ObservationContext` they support. |
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* `KeyValues` are said to be "low cardinality" if there is a low, bounded number of possible values for the `KeyValue` tuple (HTTP methods is a good example). |
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Low cardinality values are contributed to metrics only. |
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"High cardinality" are on the other hand unbounded (for example, HTTP request URIs) and are only contributed to Traces. |
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* An `ObservationDocumentation` documents all observations in a particular domain, listing the expected key names and their meaning. |
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[[integration.observability.config]] |
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== Configuring Observations |
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Global configuration options are available at the `ObservationRegistry#observationConfig()` level. |
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Each instrumented component will provide two extension points: |
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* setting the `ObservationRegistry`; if not set, observations will not be recorded and will be no-ops |
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* providing a custom `ObservationConvention` to change the default observation name and extracted `KeyValues` |
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[[integration.observability.config.conventions]] |
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=== Using custom Observation conventions |
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Let's take the example of the Spring MVC "http.server.requests" metrics instrumentation with the `ServerHttpObservationFilter`. |
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This observation is using a `ServerRequestObservationConvention` with a `ServerRequestObservationContext`; custom conventions can be configured on the Servlet filter. |
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If you would like to customize the metadata produced with the observation, you can extend the `DefaultServerRequestObservationConvention` for your requirements: |
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include::code:ExtendedServerRequestObservationConvention[] |
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If you want full control, you can then implement the entire convention contract for the observation you're interested in: |
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include::code:CustomServerRequestObservationConvention[] |
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You can also similar goals using a custom `ObservationFilter` - adding or removing key values for an observation. |
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Filters do not replace the default convention and are used as a post-processing component. |
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include::code:ServerRequestObservationFilter[] |
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You can configure `ObservationFilter` instances on the `ObservationRegistry`. |
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[[integration.observability.http-server]] |
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== HTTP Server instrumentation |
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HTTP server exchanges observations are created with the name `"http.server.requests"` for Servlet and Reactive applications. |
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[[integration.observability.http-server.servlet]] |
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=== Servlet applications |
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Applications need to configure the `org.springframework.web.filter.ServerHttpObservationFilter` Servlet filter in their application. |
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It is using the `org.springframework.http.server.observation.DefaultServerRequestObservationConvention` by default, backed by the `ServerRequestObservationContext`. |
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By default, the following `KeyValues` are created: |
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.Low cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`exception` _(required)_|Name of the exception thrown during the exchange, or `KeyValue#NONE_VALUE`} if no exception happened. |
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|`method` _(required)_|Name of HTTP request method or `KeyValue#NONE_VALUE` if the request was not received properly. |
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|`outcome` _(required)_|Outcome of the HTTP server exchange. |
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|`status` _(required)_|HTTP response raw status code, or `"UNKNOWN"` if no response was created. |
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|`uri` _(required)_|URI pattern for the matching handler if available, falling back to `REDIRECTION` for 3xx responses, `NOT_FOUND` for 404 responses, `root` for requests with no path info, and `UNKNOWN` for all other requests. |
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|=== |
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.High cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`http.url` _(required)_|HTTP request URI. |
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|=== |
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[[integration.observability.http-server.reactive]] |
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=== Reactive applications |
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Applications need to configure the `org.springframework.web.filter.reactive.ServerHttpObservationFilter` reactive `WebFilter` in their application. |
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It is using the `org.springframework.http.server.reactive.observation.DefaultServerRequestObservationConvention` by default, backed by the `ServerRequestObservationContext`. |
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|
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By default, the following `KeyValues` are created: |
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.Low cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`exception` _(required)_|Name of the exception thrown during the exchange, or `KeyValue#NONE_VALUE` if no exception happened. |
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|`method` _(required)_|Name of HTTP request method or `KeyValue#NONE_VALUE` if the request was not received properly. |
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|`outcome` _(required)_|Outcome of the HTTP server exchange. |
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|`status` _(required)_|HTTP response raw status code, or `"UNKNOWN"` if no response was created. |
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|`uri` _(required)_|URI pattern for the matching handler if available, falling back to `REDIRECTION` for 3xx responses, `NOT_FOUND` for 404 responses, `root` for requests with no path info, and `UNKNOWN` for all other requests. |
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|=== |
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.High cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`http.url` _(required)_|HTTP request URI. |
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|=== |
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[[integration.observability.http-client]] |
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== HTTP Client instrumentation |
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HTTP client exchanges observations are created with the name `"http.client.requests"` for blocking and reactive clients. |
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Unlike their server counterparts, the instrumentation is implemented directly in the client so the only required step is to configure an `ObservationRegistry` on the client. |
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[[integration.observability.http-server.resttemplate]] |
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=== RestTemplate |
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Instrumentation is using the `org.springframework.http.client.observation.ClientRequestObservationConvention` by default, backed by the `ClientRequestObservationContext`. |
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.Low cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`exception` _(required)_|Name of the exception thrown during the exchange, or `KeyValue#NONE_VALUE` if no exception happened. |
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|`method` _(required)_|Name of HTTP request method or `KeyValue#NONE_VALUE` if the request could not be created. |
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|`outcome` _(required)_|Outcome of the HTTP client exchange. |
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|`status` _(required)_|HTTP response raw status code, or `"IO_ERROR"` in case of `IOException`, or `"CLIENT_ERROR"` if no response was received. |
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|`uri` _(required)_|URI template used for HTTP request, or `KeyValue#NONE_VALUE` if none was provided. |
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|=== |
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.High cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`client.name` _(required)_|Client name derived from the request URI host. |
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|`http.url` _(required)_|HTTP request URI. |
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|=== |
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[[integration.observability.http-server.webclient]] |
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=== WebClient |
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Instrumentation is using the `org.springframework.web.reactive.function.client.ClientRequestObservationConvention` by default, backed by the `ClientRequestObservationContext`. |
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.Low cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`exception` _(required)_|Name of the exception thrown during the exchange, or `KeyValue#NONE_VALUE` if no exception happened. |
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|`method` _(required)_|Name of HTTP request method or `KeyValue#NONE_VALUE` if the request could not be created. |
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|`outcome` _(required)_|Outcome of the HTTP client exchange. |
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|`status` _(required)_|HTTP response raw status code, or `"IO_ERROR"` in case of `IOException`, or `"CLIENT_ERROR"` if no response was received. |
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|`uri` _(required)_|URI template used for HTTP request, or `KeyValue#NONE_VALUE` if none was provided. |
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|=== |
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|
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.High cardinality Keys |
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[cols="a,a"] |
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|=== |
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|Name | Description |
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|`client.name` _(required)_|Client name derived from the request URI host. |
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|`http.url` _(required)_|HTTP request URI. |
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|=== |
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/* |
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* Copyright 2002-2022 the original author or authors. |
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* |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* |
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* https://www.apache.org/licenses/LICENSE-2.0
|
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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|
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package org.springframework.docs.integration.observability.config.conventions; |
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import io.micrometer.common.KeyValue; |
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import io.micrometer.common.KeyValues; |
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import org.springframework.http.server.observation.ServerHttpObservationDocumentation; |
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import org.springframework.http.server.observation.ServerRequestObservationContext; |
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import org.springframework.http.server.observation.ServerRequestObservationConvention; |
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public class CustomServerRequestObservationConvention implements ServerRequestObservationConvention { |
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@Override |
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public String getName() { |
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// will be used as the metric name
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return "http.server.requests"; |
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} |
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@Override |
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public String getContextualName(ServerRequestObservationContext context) { |
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// will be used for the trace name
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return "http " + context.getCarrier().getMethod().toLowerCase(); |
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} |
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@Override |
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public KeyValues getLowCardinalityKeyValues(ServerRequestObservationContext context) { |
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return KeyValues.of(method(context), status(context), exception(context)); |
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} |
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@Override |
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public KeyValues getHighCardinalityKeyValues(ServerRequestObservationContext context) { |
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return KeyValues.of(httpUrl(context)); |
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} |
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protected KeyValue method(ServerRequestObservationContext context) { |
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// You should reuse as much as possible the corresponding ObservationDocumentation for key names
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return KeyValue.of(ServerHttpObservationDocumentation.LowCardinalityKeyNames.METHOD, context.getCarrier().getMethod()); |
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} |
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// @fold:on // status(), exception(), httpUrl()...
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private KeyValue exception(ServerRequestObservationContext context) { |
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String exception = (context.getError() != null) ? context.getError().getClass().getSimpleName() : KeyValue.NONE_VALUE; |
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return KeyValue.of(ServerHttpObservationDocumentation.LowCardinalityKeyNames.EXCEPTION, exception); |
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} |
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private KeyValue status(ServerRequestObservationContext context) { |
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return KeyValue.of(ServerHttpObservationDocumentation.LowCardinalityKeyNames.STATUS, String.valueOf(context.getResponse().getStatus())); |
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} |
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private KeyValue httpUrl(ServerRequestObservationContext context) { |
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return KeyValue.of(ServerHttpObservationDocumentation.HighCardinalityKeyNames.HTTP_URL, context.getCarrier().getRequestURI()); |
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} |
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// @fold:off
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} |
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@@ -0,0 +1,37 @@
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/* |
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* Copyright 2002-2022 the original author or authors. |
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* |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* |
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* https://www.apache.org/licenses/LICENSE-2.0
|
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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|
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package org.springframework.docs.integration.observability.config.conventions; |
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import io.micrometer.common.KeyValue; |
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import io.micrometer.common.KeyValues; |
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|
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import org.springframework.http.server.observation.DefaultServerRequestObservationConvention; |
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import org.springframework.http.server.observation.ServerRequestObservationContext; |
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|
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public class ExtendedServerRequestObservationConvention extends DefaultServerRequestObservationConvention { |
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@Override |
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public KeyValues getLowCardinalityKeyValues(ServerRequestObservationContext context) { |
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// here, we just want to have an additional KeyValue to the observation, keeping the default values
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return super.getLowCardinalityKeyValues(context).and(custom(context)); |
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} |
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protected KeyValue custom(ServerRequestObservationContext context) { |
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return KeyValue.of("custom.method", context.getCarrier().getMethod()); |
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} |
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} |
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@ -0,0 +1,38 @@
@@ -0,0 +1,38 @@
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/* |
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* Copyright 2002-2022 the original author or authors. |
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* |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* |
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* https://www.apache.org/licenses/LICENSE-2.0
|
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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|
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package org.springframework.docs.integration.observability.config.conventions; |
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|
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|
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import io.micrometer.common.KeyValue; |
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import io.micrometer.observation.Observation; |
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import io.micrometer.observation.ObservationFilter; |
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import org.springframework.http.server.observation.ServerRequestObservationContext; |
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public class ServerRequestObservationFilter implements ObservationFilter { |
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@Override |
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public Observation.Context map(Observation.Context context) { |
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if (context instanceof ServerRequestObservationContext serverContext) { |
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context.setName("custom.observation.name"); |
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context.addLowCardinalityKeyValue(KeyValue.of("project", "spring")); |
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String customAttribute = (String) serverContext.getCarrier().getAttribute("customAttribute"); |
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context.addLowCardinalityKeyValue(KeyValue.of("custom.attribute", customAttribute)); |
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} |
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return context; |
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} |
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} |
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