From dad1e540e9c4d96bc99d2df06607370723c3cc23 Mon Sep 17 00:00:00 2001 From: David Rifkin <50370157+davidlawrencer@users.noreply.github.com> Date: Thu, 14 Nov 2024 11:18:19 -0600 Subject: [PATCH] Add best practices on sampling (#79) * Add best practices on sampling * fix wordings and such --- docs/best-practices/graphql.md | 1 + docs/best-practices/index.md | 1 + docs/best-practices/sampling.md | 29 +++++++++++++++++++++++++++ static/images/settings-filtering.png | Bin 0 -> 123561 bytes 4 files changed, 31 insertions(+) create mode 100644 docs/best-practices/sampling.md create mode 100644 static/images/settings-filtering.png diff --git a/docs/best-practices/graphql.md b/docs/best-practices/graphql.md index e7018af3..64212056 100644 --- a/docs/best-practices/graphql.md +++ b/docs/best-practices/graphql.md @@ -1,6 +1,7 @@ --- title: Monitoring GraphQL Requests description: Best practices for monitoring GraphQL network requests with the Embrace SDK +sidebar_position: 4 --- # Monitoring GraphQL Requests diff --git a/docs/best-practices/index.md b/docs/best-practices/index.md index 4ae6d1e1..8951a368 100644 --- a/docs/best-practices/index.md +++ b/docs/best-practices/index.md @@ -13,3 +13,4 @@ Be sure to follow these guidelines, as this will help you get the most out of Em * [**Log Message API**](/best-practices/log-message-api/) * [**Webhooks**](/best-practices/webhooks/) * [**Monitoring GraphQL Requests**](/best-practices/graphql/) +* [**To Sample Or Not To Sample**](/best-practices/sampling) \ No newline at end of file diff --git a/docs/best-practices/sampling.md b/docs/best-practices/sampling.md new file mode 100644 index 00000000..2a681528 --- /dev/null +++ b/docs/best-practices/sampling.md @@ -0,0 +1,29 @@ +--- +title: To Sample Or Not To Sample +description: Recommendations and best practices around Sampling in the Embrace SDK +sidebar_position: 5 +--- + +# To Sample Or Not To Sample + +Developers familiar with observability may wish to sample their telemetry from the Embrace SDKs. As a practice, sampling makes sense in traditional monitoring: + +* By grabbing a few elements from all available data, you can form conclusions about the whole set of data. +* Sampling is configurable from a central dashboard on-demand. +* It really keeps costs down! + +Application sampling is usually a sampling of key signals like logs and traces. Embrace usage is billed at the level of the Session, each of which can contain tens or even hundreds of those signals. Therefore, in the mobile context, "sampling" might mean throwing away entire user experiences. + +Further, in mobile, sampling limits reproducibility of the user's experience. Mobile apps are not running in static environments with controlled technical factors like location, device capabilities, and internet access (and others). The ability to dive deep into the app data will allow you to know what factors in your app's codebase, or outside it, affect the performance of your app. And the larger the dataset, the more clarity you'll have into exactly what affects the user experience. + +The considerations are between cost and loss of data fidelity, and Embrace strongly prefers that you keep the entire picture of your app experience. We prefer it so much that we've built per-Session cost savings into our [pricing model](https://embrace.io/pricing/) as your app gets more usage and volume. Why be penalized for success? + +## How Does Sampling Work In Embrace? + +If turned on, sampling is configured in the Embrace dashboard, not the individual SDKs. With thousands or even millions of app sessions running concurrently, the Embrace backend configures the active sessions of your app to stay as close as is reasonable to that sampling rate you've set. + +From the SDK level, your app will receive this determination at startup and at an hourly interval. The result will be applied at the next app cold start. Since sampling is per-session, if the active user's session is set to be sampled, you will not receive any activity from their session in the Embrace dashboard. + +You can set the sampling rate in the "Data Usage" section of your "Settings" page: + +Screenshot of Usage Filtering on Settings page diff --git a/static/images/settings-filtering.png b/static/images/settings-filtering.png new file mode 100644 index 0000000000000000000000000000000000000000..d2e66213f827130ed90ad0564bbd4a6fdb6a76e1 GIT binary patch literal 123561 zcmeEuc|03!+qR{urD&^Y?WL`vXsf7Q7ZgQn7yG_1MQlMVRaLdMMNvyBN)UT&p{S+S zS|Zk1*}`@Vm_JHKC&naRvGGuL%q=N#v8oM$4RX(-dtu+or` zktntI7ZW=P3&e$9=&|HhhA6go0zyr8a5nw%yD&$JIKkeewpXWaw_nS< ztzr^RfBPE!}F>f z8JTHo(vvN6?oPib{{4%Rub38}SOlLJ`7nF#dhxs2d)G19C6Tf73KJA$hH35ZZOJlU zT-ofV2s%CVb1{6x@YeZA@=VdIyFEQ=*MjdeSsK~%h8Pt0sS+RX&AO#Hgr&%swsGtA zDn9QB$&yi_cN;rSjyX2*@U*6sE40w<`|zr*6MJsUTM(jE%?^7s!K)GVHq?Oa7Xwd7 zGpFT;6nz8jd)mW%JufB33PZQ|Gwmm9j 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