From 7d7b1de7222ae1c5ca0dfe83d8271bd40c68f4f3 Mon Sep 17 00:00:00 2001 From: Jack Berg Date: Mon, 12 Sep 2022 12:04:07 -0500 Subject: [PATCH 1/7] Update log readme to reflect addition of API --- specification/logs/README.md | 82 +++++++++--------- specification/logs/img/app-to-otelcol.png | Bin 26840 -> 115698 bytes .../logs/img/application-api-sdk.png | Bin 233442 -> 250507 bytes 3 files changed, 40 insertions(+), 42 deletions(-) diff --git a/specification/logs/README.md b/specification/logs/README.md index fe76994113d..51c0167505c 100644 --- a/specification/logs/README.md +++ b/specification/logs/README.md @@ -124,6 +124,10 @@ languages have established standards for using particular logging libraries. For example in Java world there are several highly popular and widely used logging libraries, such as Log4j or Logback. +OpenTelemetry defines [events](#events-and-logs) as a type of LogRecord with +specific characteristics. While it may be possible to create events using +existing logging libraries, its often clunky and error-prone. + There are also countless existing prebuilt applications or systems that emit logs in certain formats. Operators of such applications have no or limited control on how the logs are emitted. OpenTelemetry needs to support these logs. @@ -131,7 +135,7 @@ control on how the logs are emitted. OpenTelemetry needs to support these logs. Given the above state of the logging space we took the following approach: - OpenTelemetry defines a [log data model](data-model.md). The purpose of the - data model is to have a common understanding of what a log record is, what + data model is to have a common understanding of what a LogRecord is, what data needs to be recorded, transferred, stored and interpreted by a logging system. @@ -143,14 +147,19 @@ Given the above state of the logging space we took the following approach: OpenTelemetry log data model. OpenTelemetry Collector can read such logs and translate them to OpenTelemetry log data model. -- Existing applications or logging libraries can be modified to emit logs - according to OpenTelemetry log data model. OpenTelemetry does not define a new - logging API that application developers are expected to call. Instead we opt - to make it easy to continue using the common logging libraries that already - exist. OpenTelemetry provides guidance on how applications or logging - libraries can be modified to become OpenTelemetry-compliant (link TBD). We - also provide SDKs for some languages (link TBD) that make it easy to modify - the existing logging libraries so that they emit OpenTelemetry-compliant logs. +- Existing applications or logging libraries can be modified to emit + OpenTelemetry LogRecords + using [Appenders](./api.md#how-to-create-log4j-style-appender). Appenders use + the API for [emitting LogRecords](./api.md#emit-logrecord) (Note, not to be + used by application developers) to bridge between common logging libraries and + the OpenTelemetry log data model. + +- OpenTelemetry defines an API for [emitting Events](./api.md#emit-event). + Application developers are encouraged to call this API directly. + +- OpenTelemetry defines an [SDK](./sdk.md) implementation of the [API](./api.md), + which enables configuration of [processing](./sdk.md#logrecordprocessor) + and [exporting](./sdk.md#logrecordexporter) LogRecords. This approach allows OpenTelemetry to read existing system and application logs, provides a way for newly built application to emit rich, structured, @@ -158,10 +167,6 @@ OpenTelemetry-compliant logs, and ensures that all logs are eventually represented according to a uniform log data model on which the backends can operate. -In the future OpenTelemetry may define a new logging API and provide -implementations for various languages (like we currently do for traces and -metrics), but it is not an immediate priority. - Later in this document we will discuss in more details [how various log sources are handled](#legacy-and-modern-log-sources) by OpenTelemetry, but first we need to describe in more details an important @@ -179,7 +184,7 @@ Logs can be correlated with the rest of observability data in a few dimensions: standard practice to record the execution context (trace and span ids as well as user-defined context) in the spans. OpenTelemetry extends this practice to logs where possible by including [TraceId](data-model.md#field-traceid) and - [SpanId](data-model.md#field-spanid) in the log records. This allows to + [SpanId](data-model.md#field-spanid) in the LogRecords. This allows to directly correlate logs and traces that correspond to the same execution context. It also allows to correlate logs from different components of a distributed system that participated in the particular request execution. @@ -187,7 +192,7 @@ Logs can be correlated with the rest of observability data in a few dimensions: - By the **origin of the telemetry**, also known as the Resource context. OpenTelemetry traces and metrics contain information about the Resource they come from. We extend this practice to logs by including the - [Resource](data-model.md#field-resource) in log records. + [Resource](data-model.md#field-resource) in LogRecords. These 3 correlations can be the foundation of powerful navigational, filtering, querying and analytical capabilities. OpenTelemetry aims to record and collects @@ -200,21 +205,15 @@ Wikipedia’s [definition of log file](https://en.wikipedia.org/wiki/Log_file): >In computing, a log file is a file that records either events that occur in an >operating system or other software runs. -The notion of a log record used throughout OpenTelemetry is aligned with -Wikipedia’s definition. We claim that in the observability realm there is no -important distinction between log records and recorded events from a data -modeling perspective. - -From OpenTelemetry's perspective Log Records and Events are different names for -the same concept. +From OpenTelemetry's perspective LogRecords and Events are both represented +using the same [data model](./data-model.md). -Some products may want to make a distinction between Events collected from -certain sources and Logs collected from other sources. OpenTelemetry believes -that there is nothing inherently different between log records and events from -data modeling perspective, the differences are in the sources themselves. Thus -where it matters the products should make that distinction based on the source -of the data rather than attempt to arbitrarily categorize the data as events vs -logs. +However, OpenTelemetry does recognize a subtle semantic difference between +LogRecords and Events: Events are LogRecords which have a `name` and `domain`. +Within a particular `domain`, the `name` uniquely defines a particular class or +type of event. Events with the same `domain` / `name` follow the same schema +which assists in analysis in observability platforms. Events are described in +more detail in the [semantic conventions](./semantic_conventions/events.md). ## Legacy and Modern Log Sources @@ -323,7 +322,7 @@ collected from all applications that can be instrumented in this manner. Some logging libraries are designed to be extended in this manner relatively easily. There is no need to actually modify the libraries, instead we can implement "appender" or "exporter" components for such libraries and implement -the additional log record enrichment in these components. +the additional LogRecord enrichment in these components. There are typically 2 ways to collect logs from these applications. @@ -383,14 +382,15 @@ highly structured format, removes all complexity associated with file logs, such as parsers, log tailing and rotation. It also enables the possibility to send logs directly to the logging backend without using a log collection agent. -To facilitate both approaches described above OpenTelemetry provides SDKs, which -can be used together with existing logging libraries and which automatically -inject the request context in the emitted logs and provide an easy way to send -the logs via OTLP. These SDKs do not require application developers to modify -each logging statement in the source code and instead require the developer to -enable the OpenTelemetry SDK's logging support at the application startup. After -that the SDK intercepts all emitted logs and modifies the emitting behavior as -configured. +To facilitate both approaches described above OpenTelemetry provides +an [API](./api.md) and [SDK](./sdk.md), which can be used together with existing +logging libraries, automatically inject the request context in the emitted logs, +and provide an easy way to send the logs via OTLP. Instead of +modifying each logging statement, [Appenders](./api.md#how-to-create-log4j-style-appender) +use the API to bridge logs from existing logging libraries to the OpenTelemetry +data model, where the SDK controls how the logs are processed and exported. +Application developers only need to configure the Appender and SDK at +application startup. ### New First-Party Application Logs @@ -408,10 +408,8 @@ augmented by application-specific resource context (e.g. process id, programming language, logging library name and version, etc). Full correlation across all context dimensions will be available for these logs. -As noted earlier OpenTelemetry does not currently define a new logging API or -create new user-facing logging libraries. Our initial goal is to enhance -existing popular logging libraries as needed. This is how a typical new -application uses OpenTelemetry API, SDK and the existing log libraries: +This is how a typical new application uses OpenTelemetry API, SDK and the +existing log libraries: ![Application, API, SDK Diagram](img/application-api-sdk.png) diff --git a/specification/logs/img/app-to-otelcol.png b/specification/logs/img/app-to-otelcol.png index 835932b7dd50a42777f2a56db88ecb4ce88e00e5..162e30b1e88be8b7a8c50f4c8266955baca52343 100644 GIT binary patch literal 115698 zcmeEuby!r}7d9XwiUiiYN+#gmiZ)-6#f9A`BsI zP(w;9`K^Q3`@8qTz0ddG_s_@k0CVQdIcM*+SG?<8YtI8^C0X))wEGAM2*@wXNvRSL zkTehw5Vez%z&nXg&CkL=LPu5EO9Z(ej^p7V46S|HOi_`54PKKH5EIf8>_$EUzoLY6 zf4-I>WF^?O^*#{+!F@{t;y*s41pkqrC-940^XorxurI+LI64HscjF2FxDw9C6aBuD zq#=IS@7F}_@HqkrHOb4D;lG-R0~&4TXkm}peDQSv-q?FXPREgefcg~jOL$q8vytGAQt}(jU+SoawTtt|*K7oSQ$lKgZ zj9VYUSc@=eD=ITe+B={b&vTvQI>#iskCBm4*um5cr79)!$K`M&!eoKL+(2=2J3Bjb zIrDMZJD79xT)cRZ`y4MfFE1y2g45B}4s*?g)6S9k*G+!kM+)s|;$V3LV`*>4h}`$u 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Subject: [PATCH 2/7] Add changelog --- CHANGELOG.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index eae6f5a50d2..2d3ed3ccb6d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -35,6 +35,8 @@ release. ([#2676](https://github.com/open-telemetry/opentelemetry-specification/pull/2676)). - Align log SDK and API component naming ([#2768](https://github.com/open-telemetry/opentelemetry-specification/pull/2768)). +- Fix inconsistencies in log README + ([#2800](https://github.com/open-telemetry/opentelemetry-specification/pull/2800)). ### Resource From 5e78255ea269080e81cdc517667addb36cf96a9b Mon Sep 17 00:00:00 2001 From: Jack Berg Date: Tue, 13 Sep 2022 13:58:13 -0500 Subject: [PATCH 3/7] Indicate that instrumentation can produce events --- .../logs/img/application-api-sdk.png | Bin 250507 -> 251090 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/specification/logs/img/application-api-sdk.png b/specification/logs/img/application-api-sdk.png index d863bed997c002bc0f9a88e0d004febc58a02a2c..988475bacdf4e58c6909b14d7eedc7bc15355ee6 100644 GIT binary patch literal 251090 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za~ltWXW3+&NNy&b&X}J>l8Ok3BW`UAmXaglAG4lCL;hADh{Nh{ypOH;>9R>IKELG% zJTG+qH-rE2`A_fv?}GXypHK2xE`d+}wOkti5BSrD`-f+s#E(s};XbS2=j1n-V;M)k Gzxp4n=_Vln From 3ff4a6d3a3b412d1ad351fdb14c7de7432ca92b1 Mon Sep 17 00:00:00 2001 From: Jack Berg Date: Mon, 19 Sep 2022 15:05:22 -0500 Subject: [PATCH 4/7] PR feedback --- specification/logs/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/specification/logs/README.md b/specification/logs/README.md index 51c0167505c..7290365d0d1 100644 --- a/specification/logs/README.md +++ b/specification/logs/README.md @@ -126,7 +126,7 @@ libraries, such as Log4j or Logback. OpenTelemetry defines [events](#events-and-logs) as a type of LogRecord with specific characteristics. While it may be possible to create events using -existing logging libraries, its often clunky and error-prone. +existing logging libraries, it is often clunky and error-prone. There are also countless existing prebuilt applications or systems that emit logs in certain formats. Operators of such applications have no or limited @@ -384,7 +384,7 @@ logs directly to the logging backend without using a log collection agent. To facilitate both approaches described above OpenTelemetry provides an [API](./api.md) and [SDK](./sdk.md), which can be used together with existing -logging libraries, automatically inject the request context in the emitted logs, +logging libraries to automatically inject the request context in the emitted logs, and provide an easy way to send the logs via OTLP. Instead of modifying each logging statement, [Appenders](./api.md#how-to-create-log4j-style-appender) use the API to bridge logs from existing logging libraries to the OpenTelemetry From 2f48162237c564c39d8780138941d7f2c5cfab52 Mon Sep 17 00:00:00 2001 From: Jack Berg Date: Thu, 22 Sep 2022 10:43:50 -0500 Subject: [PATCH 5/7] Move changelog update to unreleased --- CHANGELOG.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 964fc7be031..bdad5bf17d3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -19,6 +19,9 @@ release. ### Logs +- Fix inconsistencies in log README + ([#2800](https://github.com/open-telemetry/opentelemetry-specification/pull/2800)). + ### Resource - Add `browser.mobile` and `browser.language` resource attributes @@ -88,8 +91,6 @@ release. ([#2768](https://github.com/open-telemetry/opentelemetry-specification/pull/2768)). - Add the signal-specific OTEL_EXPORTER_OTLP_LOGS_* environment variables ([#2782](https://github.com/open-telemetry/opentelemetry-specification/pull/2782)). -- Fix inconsistencies in log README - ([#2800](https://github.com/open-telemetry/opentelemetry-specification/pull/2800)). ### Resource From 7e056ac30f33c799914a28f869285732eaa755ba Mon Sep 17 00:00:00 2001 From: Jack Berg Date: Sat, 1 Oct 2022 10:00:32 -0500 Subject: [PATCH 6/7] Fix markdownlint --- CHANGELOG.md | 1 - 1 file changed, 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 94a6d476703..d4ba51cc00a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -19,7 +19,6 @@ release. ### Logs - - Add environment variables for configuring the `BatchLogRecordProcessor`. ([#2785](https://github.com/open-telemetry/opentelemetry-specification/pull/2785)) - Fix inconsistencies in log README From be799961d71e42cb2d040e85009aa0f2be168ae9 Mon Sep 17 00:00:00 2001 From: Jack Berg Date: Thu, 6 Oct 2022 15:57:41 -0500 Subject: [PATCH 7/7] PR feedback --- specification/logs/README.md | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/specification/logs/README.md b/specification/logs/README.md index 7290365d0d1..8a24caa0e90 100644 --- a/specification/logs/README.md +++ b/specification/logs/README.md @@ -125,8 +125,9 @@ example in Java world there are several highly popular and widely used logging libraries, such as Log4j or Logback. OpenTelemetry defines [events](#events-and-logs) as a type of LogRecord with -specific characteristics. While it may be possible to create events using -existing logging libraries, it is often clunky and error-prone. +specific characteristics. This definition is not ubiquitous across existing +libraries and languages. In some logging libraries, producing events aligned +with the OpenTelemetry event definition is clunky or error-prone. There are also countless existing prebuilt applications or systems that emit logs in certain formats. Operators of such applications have no or limited @@ -147,12 +148,14 @@ Given the above state of the logging space we took the following approach: OpenTelemetry log data model. OpenTelemetry Collector can read such logs and translate them to OpenTelemetry log data model. -- Existing applications or logging libraries can be modified to emit - OpenTelemetry LogRecords - using [Appenders](./api.md#how-to-create-log4j-style-appender). Appenders use - the API for [emitting LogRecords](./api.md#emit-logrecord) (Note, not to be - used by application developers) to bridge between common logging libraries and - the OpenTelemetry log data model. +- OpenTelemetry defines an API + for [emitting LogRecords](./api.md#emit-logrecord). Application developers are + NOT encouraged to call this API directly. It is provided for library authors + to build [Appenders](./api.md#how-to-create-log4j-style-appender), which use + the API to bridge between existing logging libraries and the OpenTelemetry log + data model. Existing logging libraries generally provide a much richer set of + features than what is defined in OpenTelemetry. It is NOT a goal of + OpenTelemetry to ship a feature-rich logging library. - OpenTelemetry defines an API for [emitting Events](./api.md#emit-event). Application developers are encouraged to call this API directly.