Alert De-duplication Rules

Reduce alert noise by grouping similar alerts together

Alert De-duplication can help you reduce alert noise by organising and grouping alerts. This also provides easy access to similar alerts when needed.

This can be achieved by defining De-duplication Rules for each Service in Squadcast. When these rules evaluate to true for an incoming incident, alerts will get de-duplicated.

Prerequisites

Only the Account Owner and Admins have Create, Read, Update and Delete capabilities for De-duplication Rules
First, integrate with an Alert Source and ensure that the Alert Source has started sending alerts to Squadcast

Important

De-duplication Rules work only on incidents in either the Triggered or Acknowledged states.

Create De-duplication Rules

(1) Navigate to Services from the sidebar

(2) Select a Service and click on the More option

(3) Click on De-duplication Rules

(4) Click on Add new rule

(5) Select an Alert Source from the drop-down

(6) De-duplication Rules can be added in three ways:

(A) UI-based Rule Builder (Beginner-friendly)

(a) On the right, you can view the payload of the latest alert for the chosen Alert Source

(b) The drop-downs in the Rule Builder contain values from the payload on the right. You can use them to easily create your De-duplication Rules

(c) You can add more than 1 condition for a rule by selecting Add Condition (a logical AND is performed between all the conditions -> the entire De-duplication Rule will evaluate to True only if all the conditions evaluate to True)

Next, choose the De-duplication Time Window. You can de-duplicate incidents for a maximum of 48 hours.

Time Window

During the set time window, incidents that occur are compared against all incidents that come in during that time period, and will then get de-duplicated against the first incident that it matches with.

(d) Click on Save

(B) Raw String Method

Important

Once you opt for the Raw String method, you cannot revert to the UI-based Rule Builder method for that rule.

(a) On the right, you can view the payload of the latest alert for the chosen Alert Source

(b) Click on Edit to enable Raw String method

The rule engine supports expressions with parameters, arithmetic, logical, and string operations

Basic Expressions

10 > 0, 1+2, 100/3
Parameterized Expressions

past.metric == current.metric

The available parameters are past, current and event_count + past : This parameter contains the JSON payload of the previous incident which the current event is compared with + current : This parameter contains the JSON payload of the incoming event which will be compared with the past incidents’ JSON payload + event_count : This denotes the number of de-duplicated events for a given incident

Use-case for event_count:

This can be used in scenarios where you do not want to de-duplicate more than n number of alerts to a particular incident.

Regular Expressions

This can be used to check if a particular JSON payload field matches a regular expression.

re(payload.metric, "disk.*")

Parse JSON content within the payload using `jsonPath`

General Format jsonPath(<the JSON string that should be parsed for JSON content>, <"the parameter that needs to be picked from the parsed JSON object">)

Example Below is an example payload:

{
   "payload": {  
      "Type" : "Notification",
      "MessageId" : "5966c484-5b37-58df",
      "TopicArn" : "arn:aws:sns:us-east-1:51:Test",
      "Message" : "{\"AlarmName\":\"Squadcast Testing - Ignore\",\"AlarmDescription\":\"Created from EC2 Console\"}"
   }
}

jsonPath(payload.Message, "AlarmName")

This will pick out the value AlarmName from the Message object in the payload, based on which, you can de-duplicate incidents.

Multiple Alert Sources

We can see alert payloads of past events from different alert sources for the Service by selecting the respective alert source from the dropdown in the right-half side.

Since the payload format is fixed for a given alert source, it is usually preferrable to have De-duplication Rules on a per-alert source basis. This can be done by making use of the source field which lets you know the alert source that triggered the incoming event.

For example, if you want to have a De-duplication Rule for a Service, only for alerts coming for grafana alert source, then the corresponding rule would look something like: source == 'grafana' && (<your_de-duplication_rule>)

Example

Below is an example payload for demonstration:

{
  "event_count": 5,
  "past": {
    "issue_description": "bug - 2",
    "issue_id": "10029",
    "issue_key": "HYD-30",
    "issue_labels": [],
    "issue_link": "http://13.233.254.18:8080/browse/HYD/issues/HYD-30",
    "issue_priority": "Medium",
    "issue_summary": "bug - 2",
    "issue_type": "Bug",
    "project_id": "10000",
    "project_key": "HYD",
    "project_name": "hydra"
  },
  "source": "grafana"
}

To de-duplicate any incoming alert when:

The metric matches the regular expression ^disk.*
The past incident metric and the current event metric are the same
The past incident host and the current event host are the same
The current disk usage value is less than 60%
The context value tag is same

De-duplication Rule:

(past.metric == current.metric) && re(current.metric, "^disk.*") && (past.host == current.host) && (current.value < 60) && jsonPath(past.tags, "context.value") == jsonPath(current.tags, "context.value")

Viewing De-duplicated Incidents

From the Incident List page, you can view which incidents have de-duplicated alerts when there is +<number> next to the Incident ID like in the screenshot below. The number indicates how many alerts were de-duplicated against this incident.

Clicking on such an incident will take you to its Incident Details page where, by clicking on Deduped Events, you will be able to see the following:

Number of de-duplicated events
Time when they reached Squadcast
Message and Payload of the event

Clicking on any of the de-duplicated events will display will all the information that is sent for that alert from the monitoring tool.

FAQs

(1) Will I get notified for the duplicate alerts that come in for an incident in Triggered state?

No, nobody is notified for the duplicate alerts that come in for an incident in the Triggered or Acknowledged state.

(2) Will I get notified for the duplicate alerts that come in for an incident in Resolved state?

Yes, incident de-duplication will not take place for an incident when it is in the Resolved state. Squadcast triggers a fresh incident for such an alert and notifies the right people.

(3) Why can’t I de-duplicate incidents for more than 48 hours?

Most organizations across the world follow a best practice of resolving critial incidents within 48 hours of their creation. This is also the reason why, Squadcast allows you to de-duplicate incidents for a maximum of 48 hours.

(4) Can I create OR rules?

Yes, you can. The evaluation between different De-duplication Rules is OR.

(5) What kind of regex can be used to write custom rules?

The rule engine supports expressions with parameters, arithmetic, logical, and string operations. You can also check this out to get an idea of all the expression types accepted in Squadcast. Please do your regex here against Golang flavour as shown in the screenshot below and then, set them up in Squadcast:

(6) Do the De-duplication Rules have priority?

Yes, you can specify Execution Rule Priority for the rules defined by moving them Up or Down the list of rules.