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# Meta | ||
[meta]: #meta | ||
- Name: Buildpack Observability | ||
- Start Date: 2022-10-05 | ||
- Author(s): @joshwlewis | ||
- Status: Draft <!-- Acceptable values: Draft, Approved, On Hold, Superseded --> | ||
- RFC Pull Request: (leave blank) | ||
- CNB Pull Request: (leave blank) | ||
- CNB Issue: (leave blank) | ||
- Supersedes: (put "N/A" unless this replaces an existing RFC, then link to that RFC) | ||
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# Summary | ||
[summary]: #summary | ||
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This RFC proposes leveraging [OpenTelemetry](https://opentelemetry.io/) to | ||
grant platform operators and buildpack operators more insight into buildpack | ||
performance and behavior. This RFC describes new opt-in functionality | ||
for both pack and the buildpack spec such that OpenTelemetry data may be | ||
exported to the build file system. | ||
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# Definitions | ||
[definitions]: #definitions | ||
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- [OpenTelemetry](https://opentelemetry.io/): A collection of APIs, SDKs, and tools that can be used it to instrument, generate, collect, and export telemetry data. | ||
- [Traces](https://opentelemetry.io/docs/concepts/signals/traces/): Telemetry | ||
category that describes the path of software execution. | ||
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# Motivation | ||
[motivation]: #motivation | ||
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Buildpack authors and platform operators desire insight into usage and | ||
performance of builds and buildpacks on their platform. Questions like | ||
"How long does each buildpack compile phase take?", "Which buildpacks | ||
commonly fail to compile?", "How often is a certain buildpack used?", | ||
"Which versions of Go are being installed?", and "How long does it take to | ||
download node_modules?" are important questions for authors and operators that | ||
are currently difficult to answer. | ||
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Instrumenting lifecycle and buildpacks with opt-in OpenTelemetry tracing will | ||
allow platform operators to better understand performance and behavior of their | ||
builds and buildpacks and as a result, provide better service and build | ||
experiences. | ||
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To protect privacy and prevent unnecessary collection of data, this | ||
functionality should be optional and anonymous. | ||
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# What it is | ||
[what-it-is]: #what-it-is | ||
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This RFC aims to provide a solution for two types of OpenTelemetry traces: | ||
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1) Lifecycle tracing: Buildpack-agnostic trace data like which buildpacks were | ||
available, which buildpacks were detected, how long the detect, build, or | ||
export phase took, and so on. This telemetry data may be exported by lifecycle. | ||
2) Buildpack tracing: Telemetry data specific to a buildpack like how long it | ||
took to download a language binary, which language version was selected, and so | ||
on. This telemetry data may be exported by buildpacks. | ||
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Though the sources and contents of the telemetry data differ, both types may | ||
be emitted to the build file system in OpenTelemetry's [File Exporter | ||
Format](https://opentelemetry.io/docs/specs/otel/protocol/file-exporter/). | ||
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For example, `lifecycle detector --telemetry` might save a file like this: | ||
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```json | ||
{"resourceSpans":[{"resource":{"attributes":[{"key":"lifecycle.version","value":{"stringValue":"0.17.1"}}]},"scopeSpans":[{"scope":{},"spans":[{"traceId":"","spanId":"","parentSpanId":"","name":"buildpack-detect","startTimeUnixNano":"1581452772000000321","endTimeUnixNano":"1581452773000000789","droppedAttributesCount":1,"events":[{"timeUnixNano":"1581452773000000123","name":"detect-pass"}],"attributes":[{"key":"buildpack-id","value":{"stringValue":"heroku/nodejs-engine"}}],"droppedAttributesCount":2,"droppedEventsCount":1}]}]}]} | ||
{ // additional spans... // } | ||
``` | ||
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And a buildpack's compile phase might save a file like this: | ||
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```json | ||
{"resourceSpans":[{"resource":{"attributes":[{"key":"buildpack.version","value":{"stringValue":"1.0.0"}}]},"scopeSpans":[{"scope":{},"spans":[{"traceId":"","spanId":"","parentSpanId":"","name":"install-nodejs","startTimeUnixNano":"1581452772000001321","endTimeUnixNano":"1581452773000004789","droppedAttributesCount":1,"events":[{"timeUnixNano":"1581452773000002123","name":"restored-from-cache"}],"attributes":[{"key":"nodejs.version","value":{"stringValue":"20.0.0"}}]}]}]}]} | ||
{ // additional spans... // } | ||
``` | ||
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# How it Works | ||
[how-it-works]: #how-it-works | ||
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### Lifecycle telemetry files | ||
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If `lifecycle` is provided the telemetry opt-in flag (such as `--telemetry`), | ||
`lifecycle` phases (such as `detect`, `build`, `export`) may emit an | ||
OpenTelemetry File Export with tracing data to a known location, such as | ||
`/cnb/telemetry/lifecycle-detect.jsonl` with contents like this: | ||
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```json | ||
{"resourceSpans":[{"resource":{"attributes":[{"key":"lifecycle.version","value":{"stringValue":"0.17.1"}}]},"scopeSpans":[{"scope":{},"spans":[{"traceId":"","spanId":"","parentSpanId":"","name":"buildpack-detect","startTimeUnixNano":"1581452772000000321","endTimeUnixNano":"1581452773000000789","droppedAttributesCount":1,"events":[{"timeUnixNano":"1581452773000000123","name":"detect-pass"}],"attributes":[{"key":"buildpack-id","value":{"stringValue":"heroku/nodejs-engine"}}],"droppedAttributesCount":2,"droppedEventsCount":1}]}]}]} | ||
{ // additional spans... // } | ||
``` | ||
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### Buildpack telemetry files | ||
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During a buildpack's `detect` or `build` execution, a buildpack may emit | ||
an OpenTelemetry File Export with tracing data to `/cnb/telemetry/#{buildpack-id}.jsonl` | ||
with contents like this: | ||
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```json | ||
{"resourceSpans":[{"resource":{"attributes":[{"key":"lifecycle.version","value":{"stringValue":"0.17.1"}}]},"scopeSpans":[{"scope":{},"spans":[{"traceId":"","spanId":"","parentSpanId":"","name":"buildpack-detect","startTimeUnixNano":"1581452772000000321","endTimeUnixNano":"1581452773000000789","droppedAttributesCount":1,"events":[{"timeUnixNano":"1581452773000000123","name":"detect-pass"}],"attributes":[{"key":"buildpack-id","value":{"stringValue":"heroku/nodejs-engine"}}],"droppedAttributesCount":2,"droppedEventsCount":1}]}]}]} | ||
{ // additional spans... // } | ||
``` | ||
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### Lifetime | ||
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The telemetry files may be written at any point during the build. They should | ||
exist as a part of the build file system for the duration of the build. | ||
Telemetry files will not be included in the final image. | ||
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### Access | ||
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The telemetry files should remain readable so that they may be analyzed by | ||
the user and/or platform. However, they should be write protected in some way to prevent | ||
malicious buildpacks from injecting tracing data into other buildpack's | ||
telemetry file. | ||
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# Migration | ||
[migration]: #migration | ||
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No migration neccessary, this is net-new functionality with no backwards | ||
compatibilty concers. | ||
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# Drawbacks | ||
[drawbacks]: #drawbacks | ||
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### Privacy Concerns | ||
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This RFC outlines functionality that could be percieved as user tracking. To | ||
help remediate those concerns, these are some factors to remember about this | ||
design: | ||
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1) This functionality is opt-in. `lifecycle` and `pack` will not emit telemetry | ||
data unless the `--telemetry` flag is used. | ||
2) This functionality emits telemetry data only to the build file system. For | ||
`pack` users, the telemetry files are stored in docker volumes on the local | ||
machine. Neither `pack` nor `lifecycle` will "phone home" with telemety data. | ||
3) Neither `pack` nor `lifecycle` collect user-identifiable data (no emails, | ||
usernames, IP addresses, etc.), so the telemetry data emitted by `lifecycle` | ||
will also be free of user-identifiaible data. | ||
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# Alternatives | ||
[alternatives]: #alternatives | ||
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### OpenTelemetry Metrics | ||
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[Metrics](https://opentelemetry.io/docs/concepts/signals/metrics/) are another | ||
category of telemetry data that could be used to answer questions about | ||
build and buildpack behavior and performance. However, metrics are intended to | ||
provide statistical information in aggregate. Since `lifecycle` and `pack` | ||
only run one build at a time, there is no way to aggregate information about | ||
multiple builds in `pack` or `lifecycle`. | ||
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# Prior Art | ||
[prior-art]: #prior-art | ||
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- [Feature Request](https://github.com/buildpacks/lifecycle/issues/1208) | ||
- [Slack | ||
Discussion](https://cloud-native.slack.com/archives/C033DV8D9FB/p1695144574408979) | ||
Discuss prior art, both the good and bad. | ||
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# Unresolved Questions | ||
[unresolved-questions]: #unresolved-questions | ||
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- What file paths should be used for lifecycle telemetry? | ||
- Does `lifecycle` emit files in other places that should be matched? | ||
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- What file paths should be used for buildpack telemetry? | ||
- `/layers` paths are not availble during detect, but `detect` tracing is | ||
desirable. | ||
- `/workspace` may not make sense, since telemetry files probably | ||
shouldn't be a part of the build result image. | ||
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- What parts of the design do you expect to be resolved before this gets merged? | ||
- What parts of the design do you expect to be resolved through implementation of the feature? | ||
- What related issues do you consider out of scope for this RFC that could be addressed in the future independently of the solution that comes out of this RFC? | ||
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# Spec. Changes (OPTIONAL) | ||
[spec-changes]: #spec-changes | ||
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Buildpack tracing file locations and format should be added to the [buildpack | ||
specification](https://github.com/buildpacks/spec/blob/main/buildpack.md#build). | ||
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# History | ||
[history]: #history | ||
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<!-- | ||
## Amended | ||
### Meta | ||
[meta-1]: #meta-1 | ||
- Name: (fill in the amendment name: Variable Rename) | ||
- Start Date: (fill in today's date: YYYY-MM-DD) | ||
- Author(s): (Github usernames) | ||
- Amendment Pull Request: (leave blank) | ||
### Summary | ||
A brief description of the changes. | ||
### Motivation | ||
Why was this amendment necessary? | ||
---> |