From 8197e0070811f7dc3ca7ed87230898c8c4948383 Mon Sep 17 00:00:00 2001 From: Sam Phinizy Date: Thu, 9 Jan 2025 09:11:08 -0500 Subject: [PATCH 1/6] Adds in SLA docs --- docs/v3/automate/events/events.mdx | 40 -------------- docs/v3/automate/events/slas.mdx | 64 ++++++++++++++++++++++ docs/v3/img/ui/sla-overview.png | Bin 0 -> 99169 bytes docs/v3/img/ui/sla-trigger-automation.png | Bin 0 -> 245479 bytes 4 files changed, 64 insertions(+), 40 deletions(-) create mode 100644 docs/v3/automate/events/slas.mdx create mode 100644 docs/v3/img/ui/sla-overview.png create mode 100644 docs/v3/img/ui/sla-trigger-automation.png diff --git a/docs/v3/automate/events/events.mdx b/docs/v3/automate/events/events.mdx index 4042ff91f5c8..ae5b8497f3ef 100644 --- a/docs/v3/automate/events/events.mdx +++ b/docs/v3/automate/events/events.mdx @@ -74,46 +74,6 @@ from other systems and translate them into events within your workspace. Webhooks can emit [pre-defined static events](/v3/automate/events/webhook-triggers/#static-webhook-events), dynamic events that [use portions of the incoming HTTP request](/v3/automate/events/webhook-triggers/#dynamic-webhook-events), or events derived from [CloudEvents](/v3/automate/events/webhook-triggers/#accepting-cloudevents). -## Resources - -Every event has a primary resource, which describes the object that emitted an event. -Resources are used as quasi-stable identifiers for sources of events, and are constructed as dot-delimited strings. -For example: - -``` -prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3.action.0 -acme.user.kiki.elt_script_1 -prefect.flow-run.e3755d32-cec5-42ca-9bcd-af236e308ba6 -``` - -Resources can optionally have additional arbitrary labels which can be used in event aggregation queries. -For example: - -```json -"resource": { - "prefect.resource.id": "prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3", - "prefect-cloud.action.type": "call-webhook" - } -``` - -Events can optionally contain related resources, used to associate the event with other resources. -For example, a primary resource can act on or with another resource. -Here is an example of a related resource: - -```json -"resource": { - "prefect.resource.id": "prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3.action.0", - "prefect-cloud.action.type": "call-webhook" - }, -"related": [ - { - "prefect.resource.id": "prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3", - "prefect.resource.role": "automation", - "prefect-cloud.name": "webhook_body_demo", - "prefect-cloud.posture": "Reactive" - } -] -``` ## Events in the UI diff --git a/docs/v3/automate/events/slas.mdx b/docs/v3/automate/events/slas.mdx new file mode 100644 index 000000000000..f75bfbc26aa5 --- /dev/null +++ b/docs/v3/automate/events/slas.mdx @@ -0,0 +1,64 @@ +--- +title: Measure reliability with Service Level Agreements +description: Service Level Agreements (SLAs) are a way to define the performance expectations for your flows and to enable automated alerts when those expectations are not met. +--- + Experimental: This feature is experimental and may change in the future. + +Prefect Client Version 3.1.12 or later is required to use SLAs. + +# Service Level Agreements + + Service Level Agreements (SLAs) are a way to define the performance expectations for your data stack and to enable automated alerts when those expectations are not met. + +SLAs are defined on the Deployment level and can be used to trigger alerts when a flow run fails to adhere to the SLA. For example, you can define an SLA that triggers an alert if a flow run takes longer than 10 minutes to complete. When the SLA is triggered, an event is emitted and can be used to trigger an [automation](/v3/automate/events/automations-triggers/) to notify a team or to take other actions. + +## Defining SLAs + +To define an SLA you can add them to the Deployment either through the `prefect.yaml` file, through using `.deploy` or the CLI. + +```yaml prefect.yaml SLA +deployments: + my-deployment: + sla: + - name: "my-sla" + duration: 10 + severity: "high" +``` + +```python .deploy SLA + flow.from_source( + source=source, + entrypoint="my_file.py:my_flow", + ).deploy( + name="private-bitbucket-deploy", + work_pool_name="my_pool", + sla=[ + { + "name": "my-sla", + "duration": 10, + "severity": "high" + } + ] + ) +``` + +```bash CLI SLA +prefect deploy --sla '{"name": "my-sla", "duration": 10, "severity": "high"}' +``` + +## Monitoring SLAs + +You can monitor SLAs in the Prefect Cloud UI. On the runs page you can see the SLA status in the top level metrics: + +![SLA status](/v3/img/ui/sla-overview.png) + + +## Setting up an automation + +To set up an automation to notify a team or to take other actions when an SLA is triggered, you can use the [automations](/v3/automate/events/automations-triggers/) feature. To create the automation first you'll need to create a trigger. + +1. Choose trigger type 'Custom'. +2. Choose any event matching: `prefect.sla.sla-violation` +3. 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z+^eU8-kEL8@@VSmEsUBcZ8MQkGu;GKlbL+ajN#KhtV}|a*tG57^ zEbO@|V+vah-v%qb<1l!c}=|P)=r1-NrP>&rS^%9p8TzXQrkmE*)H#nb<&JxsmWN9Fs20F{8E8Th zFc@FXZDrnKnymvC1yt!jsSaEjY&$j(TU%}*?vrqxld~;D*2nx?&>599C Date: Thu, 9 Jan 2025 11:44:33 -0500 Subject: [PATCH 2/6] Updates the SLAs to look better etc. --- docs/mint.json | 3 ++- docs/v3/automate/events/slas.mdx | 19 +++++++++++++++---- docs/v3/automate/index.mdx | 1 + 3 files changed, 18 insertions(+), 5 deletions(-) diff --git a/docs/mint.json b/docs/mint.json index a5833c1488c0..e8c1990fc4c0 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -198,7 +198,8 @@ "v3/automate/events/events", "v3/automate/events/automations-triggers", "v3/automate/events/custom-triggers", - "v3/automate/events/webhook-triggers" + "v3/automate/events/webhook-triggers", + "v3/automate/events/slas" ], "version": "v3" }, diff --git a/docs/v3/automate/events/slas.mdx b/docs/v3/automate/events/slas.mdx index f75bfbc26aa5..c2d67262d2b5 100644 --- a/docs/v3/automate/events/slas.mdx +++ b/docs/v3/automate/events/slas.mdx @@ -4,9 +4,11 @@ description: Service Level Agreements (SLAs) are a way to define the performance --- Experimental: This feature is experimental and may change in the future. -Prefect Client Version 3.1.12 or later is required to use SLAs. +## Prerequisites +- Prefect Client Version 3.1.12 or later +- Prefect Cloud account (SLAs are only available in Prefect Cloud) -# Service Level Agreements +## Service Level Agreements Service Level Agreements (SLAs) are a way to define the performance expectations for your data stack and to enable automated alerts when those expectations are not met. @@ -14,8 +16,10 @@ SLAs are defined on the Deployment level and can be used to trigger alerts when ## Defining SLAs -To define an SLA you can add them to the Deployment either through the `prefect.yaml` file, through using `.deploy` or the CLI. +To define an SLA you can add them to the Deployment either through the `prefect.yaml` file, through using a `.deploy` method, or the CLI: + + ```yaml prefect.yaml SLA deployments: my-deployment: @@ -24,7 +28,9 @@ deployments: duration: 10 severity: "high" ``` + + ```python .deploy SLA flow.from_source( source=source, @@ -41,11 +47,14 @@ deployments: ] ) ``` + + ```bash CLI SLA prefect deploy --sla '{"name": "my-sla", "duration": 10, "severity": "high"}' ``` - + + ## Monitoring SLAs You can monitor SLAs in the Prefect Cloud UI. On the runs page you can see the SLA status in the top level metrics: @@ -62,3 +71,5 @@ To set up an automation to notify a team or to take other actions when an SLA is 3. For "From the Following Resources" choose: `prefect.flow-run.*` ![Create an automation](/v3/img/ui/sla-trigger-automation.png) + +After creating the trigger, you can create an automation to notify a team or to take other actions when an SLA is triggered using the [automations](/v3/automate/events/automations-triggers/) feature. diff --git a/docs/v3/automate/index.mdx b/docs/v3/automate/index.mdx index e3a8a9b02010..b417dbc9f107 100644 --- a/docs/v3/automate/index.mdx +++ b/docs/v3/automate/index.mdx @@ -11,3 +11,4 @@ This **Automate** section explains how create workflows that run automatically a - [Trigger actions on events](/v3/automate/events/automations-triggers/) shows how to use events to trigger actions. - [Define custom event triggers](/v3/automate/events/custom-triggers/) discusses advanced trigger options. - [Receive events with webhooks](/v3/automate/events/webhook-triggers/) explains how to use webhooks to receive events from external systems with Prefect Cloud. +- [Measure reliability with Service Level Agreements](/v3/automate/events/slas/) explains how to use SLAs to measure the reliability of your data stack. \ No newline at end of file From 2e82a9550f6b706c5e41535c199aa5c126668f5a Mon Sep 17 00:00:00 2001 From: Sam Phinizy Date: Thu, 9 Jan 2025 11:46:09 -0500 Subject: [PATCH 3/6] CLean up language some --- docs/v3/automate/events/slas.mdx | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/v3/automate/events/slas.mdx b/docs/v3/automate/events/slas.mdx index c2d67262d2b5..038847ac1f36 100644 --- a/docs/v3/automate/events/slas.mdx +++ b/docs/v3/automate/events/slas.mdx @@ -10,9 +10,8 @@ description: Service Level Agreements (SLAs) are a way to define the performance ## Service Level Agreements - Service Level Agreements (SLAs) are a way to define the performance expectations for your data stack and to enable automated alerts when those expectations are not met. - -SLAs are defined on the Deployment level and can be used to trigger alerts when a flow run fails to adhere to the SLA. For example, you can define an SLA that triggers an alert if a flow run takes longer than 10 minutes to complete. When the SLA is triggered, an event is emitted and can be used to trigger an [automation](/v3/automate/events/automations-triggers/) to notify a team or to take other actions. + Service Level Agreements (SLAs) help you set and monitor performance standards for your data stack. By establishing specific thresholds for flow runs on your Deployments, you can automatically detect when your system isn't meeting expectations. +When you set up an SLA, you define specific performance criteria - such as a maximum runtime of 10 minutes for a flow. If a flow run exceeds this threshold, the system generates an alert event. You can then use these events to trigger automated responses, whether that's sending notifications to your team or initiating other corrective actions through automations. ## Defining SLAs From e5fa9ba3e362fc2381a65a85bf25343ba63c91d9 Mon Sep 17 00:00:00 2001 From: Sam Phinizy Date: Tue, 14 Jan 2025 11:56:09 -0500 Subject: [PATCH 4/6] Update docs/v3/automate/events/slas.mdx Co-authored-by: nate nowack --- docs/v3/automate/events/slas.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/v3/automate/events/slas.mdx b/docs/v3/automate/events/slas.mdx index 038847ac1f36..0b43490f51b2 100644 --- a/docs/v3/automate/events/slas.mdx +++ b/docs/v3/automate/events/slas.mdx @@ -71,4 +71,4 @@ To set up an automation to notify a team or to take other actions when an SLA is ![Create an automation](/v3/img/ui/sla-trigger-automation.png) -After creating the trigger, you can create an automation to notify a team or to take other actions when an SLA is triggered using the [automations](/v3/automate/events/automations-triggers/) feature. +After creating the trigger, you can create an automation to notify a team or to take other actions when an SLA is triggered using [automations](/v3/automate/events/automations-triggers/). From 217c011f5bec12635cb6e71a55ff5e2efb8be753 Mon Sep 17 00:00:00 2001 From: Sam Phinizy Date: Tue, 14 Jan 2025 11:56:20 -0500 Subject: [PATCH 5/6] Update docs/v3/automate/events/slas.mdx Co-authored-by: Jeff Hale --- docs/v3/automate/events/slas.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/v3/automate/events/slas.mdx b/docs/v3/automate/events/slas.mdx index 0b43490f51b2..22600c5582ea 100644 --- a/docs/v3/automate/events/slas.mdx +++ b/docs/v3/automate/events/slas.mdx @@ -15,7 +15,7 @@ When you set up an SLA, you define specific performance criteria - such as a max ## Defining SLAs -To define an SLA you can add them to the Deployment either through the `prefect.yaml` file, through using a `.deploy` method, or the CLI: +To define an SLA you can add it to the deployment through a `prefect.yaml` file, a `.deploy` method, or the CLI: From 1f495c89abde24c3adc765b963a80390aff3cea5 Mon Sep 17 00:00:00 2001 From: Sam Phinizy Date: Wed, 15 Jan 2025 12:56:39 -0500 Subject: [PATCH 6/6] Resets events.mdx --- docs/v3/automate/events/events.mdx | 40 ++++++++++++++++++++++++++++++ 1 file changed, 40 insertions(+) diff --git a/docs/v3/automate/events/events.mdx b/docs/v3/automate/events/events.mdx index ae5b8497f3ef..4042ff91f5c8 100644 --- a/docs/v3/automate/events/events.mdx +++ b/docs/v3/automate/events/events.mdx @@ -74,6 +74,46 @@ from other systems and translate them into events within your workspace. Webhooks can emit [pre-defined static events](/v3/automate/events/webhook-triggers/#static-webhook-events), dynamic events that [use portions of the incoming HTTP request](/v3/automate/events/webhook-triggers/#dynamic-webhook-events), or events derived from [CloudEvents](/v3/automate/events/webhook-triggers/#accepting-cloudevents). +## Resources + +Every event has a primary resource, which describes the object that emitted an event. +Resources are used as quasi-stable identifiers for sources of events, and are constructed as dot-delimited strings. +For example: + +``` +prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3.action.0 +acme.user.kiki.elt_script_1 +prefect.flow-run.e3755d32-cec5-42ca-9bcd-af236e308ba6 +``` + +Resources can optionally have additional arbitrary labels which can be used in event aggregation queries. +For example: + +```json +"resource": { + "prefect.resource.id": "prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3", + "prefect-cloud.action.type": "call-webhook" + } +``` + +Events can optionally contain related resources, used to associate the event with other resources. +For example, a primary resource can act on or with another resource. +Here is an example of a related resource: + +```json +"resource": { + "prefect.resource.id": "prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3.action.0", + "prefect-cloud.action.type": "call-webhook" + }, +"related": [ + { + "prefect.resource.id": "prefect-cloud.automation.5b9c5c3d-6ca0-48d0-8331-79f4b65385b3", + "prefect.resource.role": "automation", + "prefect-cloud.name": "webhook_body_demo", + "prefect-cloud.posture": "Reactive" + } +] +``` ## Events in the UI