From d14b58ababf5f3b3854679524f79adc21fc66681 Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Mon, 26 Aug 2024 17:30:10 -0700 Subject: [PATCH 1/7] feat(alerts): Add anomaly detection docs --- .../early-adopter-features/index.mdx | 1 + docs/product/alerts/alert-types.mdx | 4 ++++ .../create-alerts/metric-alert-config.mdx | 17 +++++++++++++++-- 3 files changed, 20 insertions(+), 2 deletions(-) diff --git a/docs/organization/early-adopter-features/index.mdx b/docs/organization/early-adopter-features/index.mdx index 8f9a1547bd775..96118ee3446b8 100644 --- a/docs/organization/early-adopter-features/index.mdx +++ b/docs/organization/early-adopter-features/index.mdx @@ -22,3 +22,4 @@ Limitations: - [Span Summary](/product/performance/transaction-summary/#span-summary) - [Investigation Mode](/product/performance/retention-priorities/#investigation-mode) for retention priorities in Tracing - [Uptime Monitoring](/product/alerts/uptime-monitoring/) +- [Dynamic Alerts](/product/alerts/create-alerts/metric-alert-config/#dynamic-alerts) diff --git a/docs/product/alerts/alert-types.mdx b/docs/product/alerts/alert-types.mdx index d1144b8d5a1cc..c7da4254a1546 100644 --- a/docs/product/alerts/alert-types.mdx +++ b/docs/product/alerts/alert-types.mdx @@ -38,6 +38,10 @@ The **Alert Details** page also includes a list of issues that triggered the ale Metric alerts tell you when a [metric](/product/performance/metrics/) crosses a threshold set by you, like a spike in the number of errors in a project, or a change in a performance metric, such as [transaction duration](/product/performance/metrics/#latency), [Apdex](/product/performance/metrics/#apdex), [failure rate](/product/performance/metrics/#failure-rate), or [throughput](/product/performance/metrics/#throughput-total-tpm-tps). + +You can use [dynamic alerts](/product/alerts/create-alerts/metric-alert-config/#dynamic-alerts) to let Sentry define the threshold for you. + + Metric alerts monitor macro-level metrics for both error and transaction events. A metric takes a set of events and computes an aggregate value using a function, such as `count()` or `avg()`, applied to the event properties over a period of time. When you create a metric alert, you can filter events by attributes and tags, which is particularly useful for aggregating across events that aren't grouped into single issues. Sentry allows a maximum of 1000 metric alerts for an organization. diff --git a/docs/product/alerts/create-alerts/metric-alert-config.mdx b/docs/product/alerts/create-alerts/metric-alert-config.mdx index c89b8cce31e70..2b11f549eaf6d 100644 --- a/docs/product/alerts/create-alerts/metric-alert-config.mdx +++ b/docs/product/alerts/create-alerts/metric-alert-config.mdx @@ -111,10 +111,11 @@ While Sentry won’t allow you to create new alerts with invalid or unavailable ## Thresholds -There are two threshold types: +There are three threshold types: - **Static**: A fixed threshold, such as when there are 100 errors in a period of time. -- **Percent change**: A dynamic threshold, such as when there are 10% more errors in a time period compared to a previous period. These are also referred to as [Change Alerts](#change-alerts-percent-change). +- **Percent change**: A percent based threshold, such as when there are 10% more errors in a time period compared to a previous period. These are also referred to as [Change Alerts](#change-alerts-percent-change). +- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside expected bounds. By default, metric alerts use a fixed threshold. @@ -126,6 +127,18 @@ Change alerts, or alerts that use a percent change threshold, are useful when yo ![When the percent change option is selected.](./img/percent-change.png) +### Dynamic Alerts + + + +Dynamic alerts can be used when you don't know what threshold to set, but you know you want to be alerted when something is far outside the bounds of normalcy. Sentry will look at the historical data for the given metric and determine if the current data is anomalous. You can select how responsive the alert will be, and whether you want to be alerted when the metric is above, below, or both above and below the expected bounds. + +Dynamic alerts do not use the Critical, Warning, and Resolved thresholds like other alert threshold types as you are not setting these yourself. When no more anomalies are detected, the alert will resolve. + +TODO update this image when deploy is finished + +![When the percent change option is selected.](./img/percent-change.png) + ### Set Threshold to Trigger Alert You can set the status of an alert rule when a threshold is met using the labels: From b6d2d7b14fbacf8df7411a96cf745af171f1d274 Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Tue, 27 Aug 2024 13:56:00 -0700 Subject: [PATCH 2/7] update screenshot --- .../create-alerts/img/dynamic-threshold.png | Bin 0 -> 167480 bytes .../create-alerts/metric-alert-config.mdx | 4 +--- 2 files changed, 1 insertion(+), 3 deletions(-) create mode 100644 docs/product/alerts/create-alerts/img/dynamic-threshold.png diff --git a/docs/product/alerts/create-alerts/img/dynamic-threshold.png b/docs/product/alerts/create-alerts/img/dynamic-threshold.png new file mode 100644 index 0000000000000000000000000000000000000000..2c72dc7bd4985cc666a7e82b4474b0dfb2cbca6c GIT binary patch literal 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Resolved thresholds like other alert threshold types as you are not setting these yourself. When no more anomalies are detected, the alert will resolve. -TODO update this image when deploy is finished - -![When the percent change option is selected.](./img/percent-change.png) +![When the dynamic threshold is selected.](./img/dynamic-threshold.png) ### Set Threshold to Trigger Alert From 728f0b52e7dcb1949d955acf0ac590ef5abdab42 Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Fri, 6 Sep 2024 16:13:49 -0700 Subject: [PATCH 3/7] Add plan gate banner and note about alert types --- docs/product/alerts/create-alerts/metric-alert-config.mdx | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/docs/product/alerts/create-alerts/metric-alert-config.mdx b/docs/product/alerts/create-alerts/metric-alert-config.mdx index 2bcee6a7fc9b5..7b8535b87551a 100644 --- a/docs/product/alerts/create-alerts/metric-alert-config.mdx +++ b/docs/product/alerts/create-alerts/metric-alert-config.mdx @@ -129,11 +129,13 @@ Change alerts, or alerts that use a percent change threshold, are useful when yo ### Dynamic Alerts + Dynamic alerts can be used when you don't know what threshold to set, but you know you want to be alerted when something is far outside the bounds of normalcy. Sentry will look at the historical data for the given metric and determine if the current data is anomalous. You can select how responsive the alert will be, and whether you want to be alerted when the metric is above, below, or both above and below the expected bounds. -Dynamic alerts do not use the Critical, Warning, and Resolved thresholds like other alert threshold types as you are not setting these yourself. When no more anomalies are detected, the alert will resolve. +Dynamic alerts do not use the Critical, Warning, and Resolved thresholds like other alert threshold types as you are not setting these yourself. When no more anomalies are detected, the alert will resolve. Dynamic alerts are not available for all metric alert types. + ![When the dynamic threshold is selected.](./img/dynamic-threshold.png) From 58bb955e2d3db4517f25aaebd0ec239d815c739b Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Tue, 5 Nov 2024 09:13:49 -0800 Subject: [PATCH 4/7] update text for options --- docs/product/alerts/create-alerts/metric-alert-config.mdx | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/product/alerts/create-alerts/metric-alert-config.mdx b/docs/product/alerts/create-alerts/metric-alert-config.mdx index 7b8535b87551a..1f0c39cbbe91f 100644 --- a/docs/product/alerts/create-alerts/metric-alert-config.mdx +++ b/docs/product/alerts/create-alerts/metric-alert-config.mdx @@ -132,7 +132,8 @@ Change alerts, or alerts that use a percent change threshold, are useful when yo -Dynamic alerts can be used when you don't know what threshold to set, but you know you want to be alerted when something is far outside the bounds of normalcy. Sentry will look at the historical data for the given metric and determine if the current data is anomalous. You can select how responsive the alert will be, and whether you want to be alerted when the metric is above, below, or both above and below the expected bounds. +Dynamic alerts can be used when you don't know what threshold to set, but you know you want to be alerted when something is far outside the bounds of normalcy. Sentry will look at the historical data for the given metric and determine if the current data is anomalous. You have three options for the responsiveness of the alert: low, medium, and high. Low responsiveness means the alert will fire less frequently with each instance being higher signal. High responsiveness will capture more instances of the alert, which creates more coverage with a greater likelihood for false positives. Our recommendation is to start with our default (medium), and iterate based on the results you see. +Another setting is to set the direction of the alert: above and/or below the expected bounds. This setting can help increase the signal of your alert rule. Dynamic alerts do not use the Critical, Warning, and Resolved thresholds like other alert threshold types as you are not setting these yourself. When no more anomalies are detected, the alert will resolve. Dynamic alerts are not available for all metric alert types. From 43bac1355adbc71097dce249b80ed25e918a175d Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Tue, 5 Nov 2024 09:17:23 -0800 Subject: [PATCH 5/7] force push ate some stuff --- docs/product/alerts/alert-types.mdx | 6 +----- docs/product/alerts/create-alerts/metric-alert-config.mdx | 4 ++-- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/docs/product/alerts/alert-types.mdx b/docs/product/alerts/alert-types.mdx index c7da4254a1546..9cb0440834ff3 100644 --- a/docs/product/alerts/alert-types.mdx +++ b/docs/product/alerts/alert-types.mdx @@ -36,11 +36,7 @@ The **Alert Details** page also includes a list of issues that triggered the ale -Metric alerts tell you when a [metric](/product/performance/metrics/) crosses a threshold set by you, like a spike in the number of errors in a project, or a change in a performance metric, such as [transaction duration](/product/performance/metrics/#latency), [Apdex](/product/performance/metrics/#apdex), [failure rate](/product/performance/metrics/#failure-rate), or [throughput](/product/performance/metrics/#throughput-total-tpm-tps). - - -You can use [dynamic alerts](/product/alerts/create-alerts/metric-alert-config/#dynamic-alerts) to let Sentry define the threshold for you. - +Metric alerts tell you when a [metric](/product/performance/metrics/) crosses a threshold set by you, like a spike in the number of errors in a project, or a change in a performance metric, such as [transaction duration](/product/performance/metrics/#latency), [Apdex](/product/performance/metrics/#apdex), [failure rate](/product/performance/metrics/#failure-rate), or [throughput](/product/performance/metrics/#throughput-total-tpm-tps). You can use [dynamic alerts](/product/alerts/create-alerts/metric-alert-config/#dynamic-alerts) to let Sentry define the threshold for you. Metric alerts monitor macro-level metrics for both error and transaction events. A metric takes a set of events and computes an aggregate value using a function, such as `count()` or `avg()`, applied to the event properties over a period of time. When you create a metric alert, you can filter events by attributes and tags, which is particularly useful for aggregating across events that aren't grouped into single issues. Sentry allows a maximum of 1000 metric alerts for an organization. diff --git a/docs/product/alerts/create-alerts/metric-alert-config.mdx b/docs/product/alerts/create-alerts/metric-alert-config.mdx index 1f0c39cbbe91f..2ec7d38005104 100644 --- a/docs/product/alerts/create-alerts/metric-alert-config.mdx +++ b/docs/product/alerts/create-alerts/metric-alert-config.mdx @@ -113,9 +113,9 @@ While Sentry won’t allow you to create new alerts with invalid or unavailable There are three threshold types: -- **Static**: A fixed threshold, such as when there are 100 errors in a period of time. +- **Static**: A fixed numerical threshold set by you. (For example, if there are 100 errors in a set period of time.) - **Percent change**: A percent based threshold, such as when there are 10% more errors in a time period compared to a previous period. These are also referred to as [Change Alerts](#change-alerts-percent-change). -- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside expected bounds. +- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside of expected bounds. By default, metric alerts use a fixed threshold. From 581a1623e01ceb85ff0e8af47c0702fab5f31428 Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Tue, 5 Nov 2024 13:13:16 -0800 Subject: [PATCH 6/7] just trying to get linting to run --- docs/product/alerts/create-alerts/metric-alert-config.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/product/alerts/create-alerts/metric-alert-config.mdx b/docs/product/alerts/create-alerts/metric-alert-config.mdx index 2ec7d38005104..c69cf58f16c97 100644 --- a/docs/product/alerts/create-alerts/metric-alert-config.mdx +++ b/docs/product/alerts/create-alerts/metric-alert-config.mdx @@ -115,7 +115,7 @@ There are three threshold types: - **Static**: A fixed numerical threshold set by you. (For example, if there are 100 errors in a set period of time.) - **Percent change**: A percent based threshold, such as when there are 10% more errors in a time period compared to a previous period. These are also referred to as [Change Alerts](#change-alerts-percent-change). -- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside of expected bounds. +- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside of the expected bounds. By default, metric alerts use a fixed threshold. From b4120d0a6add4af2059bbdd13cf8790991c1115d Mon Sep 17 00:00:00 2001 From: Colleen O'Rourke Date: Tue, 5 Nov 2024 13:13:32 -0800 Subject: [PATCH 7/7] test --- docs/product/alerts/create-alerts/metric-alert-config.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/product/alerts/create-alerts/metric-alert-config.mdx b/docs/product/alerts/create-alerts/metric-alert-config.mdx index c69cf58f16c97..2ec7d38005104 100644 --- a/docs/product/alerts/create-alerts/metric-alert-config.mdx +++ b/docs/product/alerts/create-alerts/metric-alert-config.mdx @@ -115,7 +115,7 @@ There are three threshold types: - **Static**: A fixed numerical threshold set by you. (For example, if there are 100 errors in a set period of time.) - **Percent change**: A percent based threshold, such as when there are 10% more errors in a time period compared to a previous period. These are also referred to as [Change Alerts](#change-alerts-percent-change). -- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside of the expected bounds. +- **Dynamic**: A dynamic threshold set by Sentry that detects anomalies whenever values fall outside of expected bounds. By default, metric alerts use a fixed threshold.