cep

A simple complex event processing system.

Table of Contents

Introduction
Getting Started
Admin Http API
Event Processing Http API
- Send an event
Configuration
Admin User Interface
Docker Compose
Swagger
Test
License

Introduction

C.E.P. stays for Complex Event Processing. Its main goal is to allow you to process events. Some common use cases are create alerts, automate processes, and perform stream analytics.

It is modeled in 3 main concepts:

Event Type: define a type of event. This can represent a sensor (i.e.: sensor foo emitting temperature values).
Target: web hook urls to forward events payload based on rule matching.
Rule: a rule is created for an event type, with a filter that will be evaluated for each event payload received and a target that will be called whenever the filter matches the event payload.

Getting Started

Install the NodeJs runtime. Latest LTS is recommended.

Clone the repo. Install dependencies:

npm ci

Now, run the application prompting the following command:

npm run build && npm run start

or run it in watch mode prompting the following command:

npm run start-watch

NOTE: in order to run, a mongod server must be listening at http://localhost:27017. See Configuration to change the default database connection url.

Admin Http API

Cep provides an Admin Http API to manage event types, targets and rules. Also can be used to list the events payloads processed and list the corresponding rules executions. More info of the endpoints of this API can be found in the Swagger definition.

Create an Event Type

To create an event type we just need to provide an unique name:

curl --request POST \
  --url "http://localhost:8888/event-types/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "sensor foo"
  }'

The result will give us an url of the Event Processing Http API where we will submit http post with json event payload:

{
  "name": "sensor foo",
  "id": "5db3730cb2684d3d135f20a4",
  "url": "http://localhost:8889/events/5db3730cb2684d3d135f20a4",
  "createdAt": "2019-10-25T22:11:24.289Z",
  "updatedAt": "2019-10-25T22:11:24.289Z"
}

Create a Target

A target represents an external system that will be called whenever a rule match.

To create a target we just need to provide an unique name and an url. On a rule match an http request will be done to the provided target url.

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "target bar",
    "url": "https://example.org"
  }'

Target Body Template

By default the Target http request body is the event payload in case the rule is of type realtime, or the group result in case the rule is type of tumbling.

Targets support an optional body property to customize as you wish the http request body. This body property can be any object.

Body properties of type string support templates using liquid template language.

The template model will match the following structure:

{
   "eventType": {
      "id": string,
      "name": string
   },
   "rule": {
      "id": string,
      "name": string
    },
   "event": any
}

Where event is the event payload in case the rule is of type realtime, or the group result in case the rule is type of tumbling.

Example:

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "target bar",
    "url": "https://example.org",
    "body": {
      "title": "the value is {{event.value}}"
    }
  }'

Target Headers

In addition custom headers can be defined for a target as an optional parameter: headers.

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "target bar",
    "url": "https://example.org",
    "headers": {
      "Authorization": "Bearer <token>"
    }
  }'

Note: headers not supported are Content-Type (this is always set by the system with value application/json) and Content-Length.

Examples

Here are some example of targets that using body template and headers can easily allow you to integrate CEP with other third party systems.

Telegram Target

A simple target to send a message to a Telegram Chat via a Bot using the Telegram Bot Http API:

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "Telegram Bot Target",
    "url": "https://api.telegram.org/bot<token>/sendMessage",
    "body": {
      "chat_id": 123,
      "text": "{{rule.name}} - 🌡️ your temperature sensor {{eventType.name}} value is {{event.temperature}} degrees"
    }
  }'

SendGrid Target

A simple target to send email via the SendGrid Http API:

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "Email Target",
    "url": "https://api.sendgrid.com/v3/mail/send",
    "headers": {
      "Authorization": "Bearer <sendGridApiKey>"
    },
    "body": {
      "personalizations": [
        {
          "to": [{
            "email": "[email protected]"
          }]
        }
      ],
      "from": {
        "email": "[email protected]",
        "name": "Me"
      },
      "reply_to": {
        "email": "[email protected]",
        "name": "no-reply"
      },
      "subject": "A new update from your sensor {{eventType.name}}",
      "content": [{
        "type": "text/html",
        "value": "<h1>Your sensor value is {{event.value}}</h1>"
      }]
    }
  }'

Slack Target

A simple target to send messages to a Slack channel using Incoming Web Hooks:

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "Slack Target",
    "url": "https://hooks.slack.com/services/<incomingWebhookToken>",
    "body": {
      "text": "The temperature of your home is now {{event.temperature}} degrees.", "channel": "#random"
    }
  }

Trello Target

A simple target to create cards in a Trello Board via the Trello Rest API:

curl --request POST \
  --url "http://localhost:8888/targets/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "Slack Target",
    "url": "https://api.trello.com/1/cards",
    "body": {
      "key": "<key>",
      "token": "<token>",
      "idList": "<listId>",
      "name":"Refill water {{eventType.name}}",
      "desc": "This task is about re-fill the water tank {{eventType.name}}. The current water volume is {{event.value}}. Please refill it asap.",
      "idMembers": ["<memberId>"]
    }
  }'

Create a Rule

Rules allow to create a relationship between event types and targets.

A rule can be of the following types:

realtime: on event payload of a given type, each rule will be evaluated to determinate if the event payload match the rule filter or does not. If it matches, then an http POST request will be done against the target url with the event payload as request body.
sliding: on event payload of a given type, sliding rule evaluates a filter match based on an aggregation of a given time window. Aggregation operators supported are max, min, count, avg, stdDevPop, stdDevSample. If the rule matches, then an http POST request will be done against the target url with the aggregation result as request body.
tumbling: as sliding rules, tumbling rules perform an aggregation of a given time window. However, in spite of realtime and slinding rules, tumbling rules got executed on a given time interval. This time interval matches the time window. If the rule matches, then an http POST request will be done against the target url with the aggregation result as request body.

i.e.: to create a realtime rule we must provide an unique name, a type, a target id, an event type id and a filter (this last one is optional).

curl --request POST \
  --url "http://localhost:8888/rules/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "name": "value greater than 42",
    "type": "realtime",
    "targetId": "5db373aeb2684dc2105f20a5",
    "eventTypeId": "5db3730cb2684d3d135f20a4",
    "filters": {
      "value": {
        "_gt": 42
      }
    }
  }'

Rule Options

field name	Description	Type	Default
name	unique name that identifies a rule	string
type	define the rule behavior, possible values are realtime, sliding and tumbling	string
eventTypeId	event type identifier	string
targetId	target identifier	string
skipOnConsecutivesMatches	when set to true the rule will invoke the target only on the first match after a no matching execution, consecutives matches will be skipped and the target won't be invoked. This option can be useful in use case as alerts.	boolean	false
filters	It represents a condition over the data of the event payload. When filters is not set, the rule will always match and so invoke the target.	Object	{}
group	It represents a group expression. This field is only allowed and required in windowing rules: sliding and tumbling.	Object
windowSize	It represents the time window to evaluate the group expression. As group field, it is only allowed and required in windowing rules: sliding and tumbling. It is composed by two fields: unit and value, where unit can be 'second', 'minute', 'hour', and value is a positive integer. i.e.: `{ 'unit': 'minute', 'value': 5 }` means 5 minutes.	Object

Rule Filters

It represents a condition over the data of the event payload for realtime rules or a condition over the result group expression in case of rules of type slinding or tumbling.

The sintax has been inspired by mongodb query expression language. The operators supported are the following:

Operator	Description	Examples
_eq	equal operator	`{ 'foo': { '_eq': 5 } }` match if the field foo has value equal to 5. Same condition can be expressed as `{ 'foo': 5 }`.
_gt	greater than operator	`{ 'foo': { '_gt': 5 } }` match if the field foo has value greater than 5.
_gte	greater or equal operator	`{ 'foo': { '_gte': 5 } }` match if the field foo has value greater or equal to 5.
_lt	less than operator	`{ 'foo': { '_lt_': 5 } }` match if the field foo has value less to 5.
_lte	less or equal than operator	`{ 'foo': { '_lte_': 5 } }` match if the field foo has value less or equal to 5.
_near	geo operator. This field only apply to field with value in GeoJSON coordinates array, like: `[long, lat]`.	`{ 'foo': { '_near': { '_geometry': { 'type': 'Point', 'coordinates': [ 37.992340, -1.130654 ] }, '_minDistance': 10, '_maxDistance': 12 } } }` match if the distance between the value of the field foo and [ 37.992340, -1.130654 ] is between 10 and 12 meters.
_and	and operator to compose more complex condition with AND logic	`{ '_and': [{ 'foo': { '_lt': 5 } }, { 'foo': { '_gt': 0 } }] }` match if the field foo has value is greater than 0 and less than 5.
_or	or operator to compose more complex condition with OR logic	`{ '_or': [{ 'foo': 5 }, { 'foo': 4}] }` match if the field foo has value equal to 5 or 4.

Rule Group

Rules of type sliding or tumbling have a group expression that will be evaluated in a time window.

The syntax has been inspired by mongodb aggregate group expression language. The grouping operators supported are the following:

Operator	Description	Examples
_max	max value	`{ 'maxFoo': { '_max': '_foo' } }` it will return the max value of the field foo in a field called maxFoo.
_min	min value	`{ 'minFoo': { '_min': '_foo' } }` it will return the min value of the field foo in a field called minFoo.
_avg	average value	`{ 'avgFoo': { '_avg': '_foo' } }` it will return the average value of the field foo in a field called avgFoo.
_sum	sum values. Its value can be a event payload field or a number	`{ 'count': { '_sum': 1 } }` it will return the count of the events in a field called count. `{ 'totalFoo': { '_sum': '_foo' } }` it will return the total sum of foo values in a field called totalFoo.
_stdDevPop	population standard deviation value	`{ 'stdDevPopFoo': { '_stdDevPop': '_foo' } }` it will return the population standard deviation of the values of the field foo in a field called stdDevPopFoo.
_stdDevSamp	sample standard deviation value	`{ 'stdDevSampleFoo': { '_stdDevSamp': '_foo' } }` it will return the sample standard deviation of the values of the field foo in a field called stdDevSampleFoo.

Rule Examples

Realtime Rule

{
  "name": "temperature is less than 0 degrees",
  "type": "realtime",
  "targetId": "5db373aeb2684dc2105f20a5",
  "eventTypeId": "5db3730cb2684d3d135f20a4",
  "filters": { "temperature": { "_ls": 0 } }
}

Sliding Rule

{
  "name": "temperature average greater than 35 degrees on the last hour",
  "type": "sliding",
  "targetId": "5db373aeb2684dc2105f20a5",
  "eventTypeId": "5db3730cb2684d3d135f20a4",
  "filters": { "avgTemperature": { "_gt": 35 } },
  "group": {
    "avgTemperature": { "_avg": "_temperature" }
  },
  "windowSize": {
    "unit": "hour",
    "value": 1
  }
}

In the example above, the sliding rule will calculate on every event the average value of the field temperature in the last hour. The target will be invoked when the result is greater than 35 degrees.

Tumbling Rule

{
  "name": "temperature greater than 35 degrees on the last hour",
  "type": "tumbling",
  "targetId": "5db373aeb2684dc2105f20a5",
  "eventTypeId": "5db3730cb2684d3d135f20a4",
  "filters": { "maxTemperature": { "_gt": 35 } },
  "group": {
    "maxTemperature": { "_max": "_temperature" }
  },
  "windowSize": {
    "unit": "hour",
    "value": 1
  }
}

In the example above, the tumbling rule will every hour calculate the max value of the field temperature in the last hour. The target will be invoked when the result is greater than 35 degrees.

On rule match in tumbling and sliding rules, the http post done to the target url have as body the group expression result. i.e. { "maxTemperature": 37 }

Event Processing Http API

This API provides an http endpoint to ingest events into the cep system.

Send an event

To send an event palyoad just make an http post request to the event type url

curl --request POST \
  --url "http://localhost:8888/rules/" \
  --header "accept: application/json" \
  --header "Content-Type: application/json" \
  --data '{
    "value": 43
  }'

This event payload will make the rule "value greater than 42" match, so the target will be called.

Configuration

The environment variable to configure your cep instance:

ENV	Description	Type	Default
NODE_ENV	the application environment.	string	development
CEP_EVENT_PROCESSING_HTTP_HOST	The host ip address to bind the event processsing http api.	string	localhost
CEP_EVENT_PROCESSING_HTTP_PORT	The port to bind the event processing http api.	port	8889
CEP_EVENT_PROCESSING_HTTP_ENABLE_SWAGGER	It indicates if Swagger UI is enabled for the event processing http api.	boolean	false
CEP_EVENT_PROCESSING_HTTP_TRUST_PROXY	It indicates if the event processing http api is served behind a trusted proxy.	boolean	false
CEP_EVENT_PROCESSING_HTTP_BASE_URL	The base url of the event processing http api. This info is used to build the event processing url of a given event type	string	http://localhost:8889
CEP_ADMIN_HTTP_HOST	The host ip address to bind the admin http api.	string	localhost
CEP_ADMIN_HTTP_PORT	The port to bind the admin http api.	port	8888
CEP_ADMIN_HTTP_TRUST_PROXY	It indicates if the admin http api is served behind a trusted proxy.	boolean	false
CEP_ADMIN_HTTP_ENABLE_CORS	It indicates if cors requests are enabled for the admin http api.	boolean	false
CEP_ADMIN_HTTP_ENABLE_SWAGGER	It indicates if Swagger UI is enabled for the admin http api.	boolean	false
CEP_ADMIN_HTTP_API_KEYS	When set it enables admin http api security via `Authorization: apiKey [APIKEY]` http header. 1 or more API keys can be set separated by blank space character. Multiple API keys provides an easy way to establish a policy of API keys rotation.	string
CEP_METRICS_HTTP_HOST	The host ip address to bind the metrics http api.	string	localhost
CEP_METRICS_HTTP_PORT	The port to bind the metrics http api.	port	8890
CEP_MONGODB_URL	The MongoDB connection string url.	string	mongodb://localhost:27017
CEP_MONGODB_DATABASE_NAME	The MongoDB database name.	string	tribeca-cep

Admin User Interface

The repository 3beca/cep-ui hosts an awesome admin web user interface. From your favorite browser you can easily manage event types, target and rules.

Docker Compose

We provide a docker compose to quickly have cep up and running.

docker-compose up

The docker compose includes a mongodb standalone instance, the cep-ui served at http://localhost:8080, grafana and prometheus for monitoring the cep instance.

Swagger

When enabled, you can find the Swagger UI, json and yaml at the following urls

admin http api

event processing http api

Test

Run the test suite with the following command:

npm test

Note: to execute the test suite you must have a mongodb 3.x or greater listening at localhost:27017. However, you can change the database connection string establishing the env variable CEP_MONGODB_URL.

License

MIT

Name		Name	Last commit message	Last commit date
Latest commit History 1,364 Commits
.github		.github
.vscode		.vscode
charts		charts
src		src
test		test
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.eslintrc		.eslintrc
.gitignore		.gitignore
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
docker-compose.yaml		docker-compose.yaml
jest.config.js		jest.config.js
logo.png		logo.png
package-lock.json		package-lock.json
package.json		package.json
prometheus.yaml		prometheus.yaml
tsconfig.json		tsconfig.json

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Repository files navigation

cep

Introduction

Getting Started

Admin Http API

Create an Event Type

Create a Target

Target Body Template

Target Headers

Examples

Telegram Target

SendGrid Target

Slack Target

Trello Target

Create a Rule

Rule Options

Rule Filters

Rule Group

Rule Examples

Realtime Rule

Sliding Rule

Tumbling Rule

Event Processing Http API

Send an event

Configuration

Admin User Interface

Docker Compose

Swagger

Test

License

About

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Contributors 5

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License

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cep

Introduction

Getting Started

Admin Http API

Create an Event Type

Create a Target

Target Body Template

Target Headers

Examples

Telegram Target

SendGrid Target

Slack Target

Trello Target

Create a Rule

Rule Options

Rule Filters

Rule Group

Rule Examples

Realtime Rule

Sliding Rule

Tumbling Rule

Event Processing Http API

Send an event

Configuration

Admin User Interface

Docker Compose

Swagger

Test

License

About

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