From b2979552cae057354bf4389c9c4d46cc4c85889a Mon Sep 17 00:00:00 2001 From: Gerry Agbobada <10496163+gagbo@users.noreply.github.com> Date: Mon, 24 Jul 2023 13:37:40 +0200 Subject: [PATCH] doc: follow common readme guidelines (#58) * doc: follow common readme guidelines * Fix regression that lost latency data from results Shadowing constants in function bindings should be a compilation error (and is, in Rust), but it's not here. Also changing the names of constants to add extra words and type suffix to hopefully avoid conflicts later. * Update CHANGELOG * Update autometrics-shared * Review --- CHANGELOG.md | 1 + README.md | 222 +++++++++++++++++++-------- assets/prometheus-exemplars.png | Bin 0 -> 128368 bytes configs/shared | 2 +- pkg/autometrics/ctx.go | 68 ++++---- prometheus/autometrics/instrument.go | 1 + 6 files changed, 195 insertions(+), 99 deletions(-) create mode 100644 assets/prometheus-exemplars.png diff --git a/CHANGELOG.md b/CHANGELOG.md index e42f4ec..bbde467 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -26,6 +26,7 @@ versioning](https://go.dev/doc/modules/version-numbers). ### Fixed - Code generation now works when `autometrics` is imported with the `_` alias +- Fix regression for latency data collection that only registered 0 microsecond latencies ### Security diff --git a/README.md b/README.md index ad06c63..2f5e7fb 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,45 @@ -# Autometrics Go +![GitHub_headerImage](https://user-images.githubusercontent.com/3262610/221191767-73b8a8d9-9f8b-440e-8ab6-75cb3c82f2bc.png) + +[![Go Reference](https://pkg.go.dev/badge/github.com/autometrics-dev/autometrics-go.svg)](https://pkg.go.dev/github.com/autometrics-dev/autometrics-go) +[![Discord Shield](https://discordapp.com/api/guilds/950489382626951178/widget.png?style=shield)](https://discord.gg/kHtwcH8As9) + +Metrics are a powerful and cost-efficient tool for understanding the health and +performance of your code in production, but it's hard to decide what metrics to +track and even harder to write queries to understand the data. Autometrics is a [Go Generator](https://pkg.go.dev/cmd/go#hdr-Generate_Go_files_by_processing_source) -bundled with a library that instruments your functions and gives direct links to -inspect usage metrics from your code. +bundled with a library that instruments your functions with the most useful +metrics: request rate, error rate, and latency. It standardizes these metrics +and then generates powerful Prometheus queries based on your function details to +help you quickly identify and debug issues in production. + +## Benefits + +- ✨ `//autometrics:inst` directive adds useful metrics to any function, without you thinking about what metrics to collect +- 💡 Generates powerful Prometheus queries to help quickly identify and debug issues in production +- 🔗 Injects links to live Prometheus charts directly into each function's doc comments +- [📊 Grafana dashboards](https://github.com/autometrics-dev/autometrics-shared#dashboards) work without configuration to visualize the performance of functions & [SLOs](https://docs.rs/autometrics/latest/autometrics/objectives/index.html) +- 🔍 Correlates your code's version with metrics to help [identify commits](https://fiberplane.com/blog/autometrics-rs-0-4-spot-commits-that-introduce-errors-or-slow-down-your-application) that introduced errors or latency +- 📏 Standardizes metrics across services and teams to improve debugging +- ⚖️ Function-level metrics provide useful granularity without exploding cardinality + +## Advanced Features + +- [🚨 Define alerts](#generate-alerts-automatically) using SLO best practices directly in your source code +- [📍 Attach exemplars](#exemplar-support) automatically to connect metrics with traces +- [⚙️ Configurable](#opentelemetry-support) metric collection library + ([`opentelemetry`](https://pkg.go.dev/go.opentelemetry.io/otel) or + [`prometheus`](https://pkg.go.dev/github.com/prometheus/client_golang)) + +See [autometrics.dev](https://docs.autometrics.dev/) for more details on the ideas behind autometrics. + +## Example ![Documentation comments of instrumented function is augmented with links](./assets/codium-screenshot-example.png) -You can optionally add alerting rules so that code annotations make Prometheus -trigger alerts directly from production usage: +When alerting rules are added, code annotations make Prometheus trigger alerts +directly from production usage: ![a Slack bot is posting an alert directly in the channel](./assets/slack-alert-example.png) @@ -24,12 +55,12 @@ docker compose -f docker-compose.prometheus-example.yaml up And then explore the generated links by opening the [main file](./examples/web/cmd/main.go) in your editor. -## Quickstart +# Quickstart There is a one-time setup phase to prime the code for autometrics. Once this phase is accomplished, only calling `go generate` is necessary. -### Install the go generator. +### 1. Install the go generator. The generator is the binary in cmd/autometrics, so the easiest way to get it is to install it through go: @@ -49,7 +80,7 @@ GOBIN in PATH ``` -### Import the libraries and initialize the metrics +### 2. Import the libraries and initialize the metrics In the main entrypoint of your program, you need to both add package @@ -62,9 +93,6 @@ import ( And then in your main function initialize the metrics ``` go - // Everything in BuildInfo is optional. It will add - // relevant information on the metrics for better intelligence. - // You can use any string variable whose value is injected at build time by ldflags for example. autometrics.Init( nil, autometrics.DefBuckets, @@ -72,7 +100,11 @@ And then in your main function initialize the metrics ) ``` -### Add directives in your code +Everything in `BuildInfo` is optional. It will add relevant information on the +metrics for better intelligence. You can use any string variable whose value is +injected at build time by `ldflags` for example, or use environment variables. + +### 3. Add directives for each function you want to instrument > **Warning** > You must both add the `//go:generate` directive, and one `//autometrics:inst` @@ -84,13 +116,21 @@ On top of each file you want to use Autometrics in, you need to have a `go gener //go:generate autometrics ``` -Then instrumenting functions depend on their signature: +Then instrumenting functions depend on their signature, expand the corresponding +subsection to see details: +- if the function [returns an `error`](#for-error-returning-functions), or +- if the function [is a `http.Handler`](#for-http-handler-functions). + +Once it is done, you can call the [generator](#4-generate-the-documentation-and-instrumentation-code) #### For error-returning functions + +
Expand to instrument error returning functions + Given a starting function like: ```go -func AddUser(args interface{}) error { +func AddUser(args any) error { // Do stuff return nil } @@ -98,21 +138,27 @@ func AddUser(args interface{}) error { The manual changes you need to do are: -```go -//autometrics:inst -func AddUser(args interface{}) (err error) { // Name the error return value; this is an optional but recommended change +```patch ++//autometrics:inst +-func AddUser(args any) error { ++func AddUser(args any) (err error) { // Do stuff return nil } ``` +The generated metrics will count a function as having failed if the `err` return value is non-nil. + > **Warning** > If you want the generated metrics to contain the function success rate, you _must_ name the error return value. This is why we recommend to name the error value you return for the function you want to instrument. - +
#### For HTTP handler functions + +
Expand to instrument HTTP handlers functions + Autometrics comes with a middleware library for `net.http` handler functions. - Import the middleware library @@ -125,21 +171,35 @@ import "github.com/autometrics-dev/autometrics-go/prometheus/midhttp" ``` patch -- http.Handle("/path", http.HandlerFunc(routeHandler)) -+ http.Handle("/path", midhttp.Autometrics( -+ http.HandlerFunc(routeHandler), -+ // Optional: override what is considered a success (default is 100-399) -+ autometrics.WithValidHttpCodes([]autometrics.ValidHttpRange{{Min: 200, Max: 299}}), -+ // Optional: Alerting rules -+ autometrics.WithSloName("API"), -+ autometrics.WithAlertSuccess(90), -+ )) + http.Handle( + "/path", ++ midhttp.Autometrics( +- http.HandlerFunc(routeHandler), ++ http.HandlerFunc(routeHandler), ++ // Optional: override what is considered a success (default is 100-399) ++ autometrics.WithValidHttpCodes([]autometrics.ValidHttpRange{{Min: 200, Max: 299}}), ++ // Optional: Alerting rules ++ autometrics.WithSloName("API"), ++ autometrics.WithAlertSuccess(90), ++ ) + ) ``` -There is only middleware for `net/http` handlers for now, but support for other web frameworks will -come soon! +The generated metrics here will count a function as having failed if the return +code of the handler is bad (in the `4xx` and `5xx` ranges). The code snippet +above shows how to override the ranges of codes that should be considered as +errors for the metrics/monitoring. + +> **Note** +> There is only middleware for `net/http` handlers for now, but support for other web frameworks will +come as needed/requested! Don't hesitate to create issues in the repository. + +> **Warning** +> To properly report the function name in the metrics, the autometrics wrapper should be the innermost +middleware in the stack. +
-### Generate the documentation and instrumentation code +### 4. Generate the documentation and instrumentation code You can now call `go generate`: @@ -151,30 +211,18 @@ The generator will augment your doc comment to add quick links to metrics (using the Prometheus URL as base URL), and add a unique defer statement that will take care of instrumenting your code. -`autometrics --help` will show you all the different arguments that can control behaviour -through environment variables. +`autometrics --help` will show you all the different arguments that can control +behaviour through environment variables. The most important options are +[changing the +target](#make-generated-links-point-to-different-prometheus-instances) of +generated links, or [disabling doc generation](#remove-the-documentation) to +keep only instrumentation -
-Make the links point to specific Prometheus instances -By default, the generated links will point to `localhost:9090`, which the default location -of Prometheus when run locally. - -The environment variable `AM_PROMETHEUS_URL` controls the base URL of the instance that -is scraping the deployed version of your code. Having an environment variable means you -can change the generated links without touching your code. The default value, if absent, -is `http://localhost:9090/`. - -You can have any value here, the only adverse impact it can -have is that the links in the doc comment might lead nowhere useful. -
- -### Expose metrics outside +### 5. Expose metrics outside The last step now is to actually expose the generated metrics to the Prometheus instance. -
-Add a Prometheus handler to expose autometrics metrics -The shortest way is to add the handler code in your main entrypoint: +The shortest way is to reuse `prometheus/promhttp` handler in your main entrypoint: ``` go import ( @@ -195,7 +243,6 @@ func main() { This is the shortest way to initialize and expose the metrics that autometrics will use in the generated code. -
A Prometheus server can be configured to poll the application, and the autometrics will be available! (See the [Web App example](./examples/web) for a simple, complete setup) @@ -216,14 +263,22 @@ scrape_configs: # longer but for testing, you want the data to show up quickly ``` +You can also check the documentation to find out about setting up Prometheus +[locally](https://docs.autometrics.dev/configuring-prometheus/local), with +[Fly.io](https://docs.autometrics.dev/configuring-prometheus/fly-io), or with +[Kubernetes](https://docs.autometrics.dev/configuring-prometheus/kubernetes) + +--- -## (OPTIONAL) Generate alerts automatically +# Optional advanced features + +#### Generate alerts automatically Change the annotation of the function to automatically generate alerts for it: ``` go //autometrics:inst --slo "Api" --success-target 90 -func AddUser(args interface{}) (err error) { +func AddUser(args any) (err error) { // Do stuff return nil } @@ -260,8 +315,16 @@ Support for custom target is planned but not present at the moment +//go:generate autometrics --custom-latency ``` +#### Exemplar support + +When using the Prometheus library for metrics collection, it automatically adds +trace and span information in the metrics as exemplars that can be queried with +Prometheus, [if the server is configured +correctly](https://prometheus.io/docs/prometheus/latest/feature_flags/#exemplars-storage) + +![A prometheus graph that shows exemplars on top of metrics](./assets/prometheus-exemplars.png) -## (OPTIONAL) OpenTelemetry Support +#### OpenTelemetry Support Autometrics supports using OpenTelemetry with a prometheus exporter instead of using Prometheus to publish the metrics. The changes you need to make are: @@ -293,7 +356,7 @@ metric. You can use the name of the application or its version for example +//go:generate autometrics --otel ``` -## (OPTIONAL) Git hook +#### Git hook As autometrics is a Go generator that modifies the source code when run, it might be interesting to set up `go generate ./...` to run in a git pre-commit @@ -306,20 +369,49 @@ Otherwise, a simple example has been added in the [configs folder](./configs/pre as an example. You can copy this file in your copy of your project's repository, within `.git/hooks` and make sure that the file is executable. -## Status +## Tips and Tricks + +##### Make generated links point to different Prometheus instances +By default, the generated links will point to `localhost:9090`, which the default location +of Prometheus when run locally. + +The environment variable `AM_PROMETHEUS_URL` controls the base URL of the instance that +is scraping the deployed version of your code. Having an environment variable means you +can change the generated links without touching your code. The default value, if absent, +is `http://localhost:9090/`. + +You can have any value here, the only adverse impact it can +have is that the links in the doc comment might lead nowhere useful. + +##### Remove the documentation +By default, autometrics will add a lot of documentation on each instrumented +function. If you prefer not having the extra comments, but keep the +instrumentation only, you have multiple options: + +- To disable documentation **on a single function**, add the `--no-doc` argument to the `//autometrics:inst` directive: +``` patch +-//autometrics:inst ++//autometrics:inst --no-doc +``` +- To disable documentation **on a file**, add the `--no-doc` argument to the `//go:generate` directive: +``` patch +-//go:generate autometrics ++//go:generate autometrics --no-doc +``` +- To disable documentation **globally**, use the environment variable `AM_NO_DOCGEN`: +``` console +$ AM_NO_DOCGEN=true go generate ./... +``` -The library is usable but not over, this section mentions the relevant points about -the current status -### Comments welcome +# Contributing The first version of the library has _not_ been written by Go experts. Any comment or code suggestion as Pull Request is more than welcome! -### Support for custom alerting rules generation +Issues, feature suggestions, and pull requests are very welcome! -The alerting system for SLOs that Autometrics uses is based on -[Sloth](https://github.com/slok/sloth), and it has native Go types for -marshalling/unmarshalling rules, so it should be possible to provide an extra -binary in this repository, that only takes care of generating a new [rules -file](./configs/shared/autometrics.rules.yml) with custom objectives. +If you are interested in getting involved: +- Join the conversation on [Discord](https://discord.gg/9eqGEs56UB) +- Ask questions and share ideas in the [Github Discussions](https://github.com/orgs/autometrics-dev/discussions) +- Take a look at the overall [Autometrics Project Roadmap](https://github.com/orgs/autometrics-dev/projects/1) diff --git a/assets/prometheus-exemplars.png b/assets/prometheus-exemplars.png new file mode 100644 index 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