airflow-priority 1.1.1

Priority Tags for Airflow Dags

airflow-priority

Priority Tags for Airflow Dags

Overview

This repo provides Airflow Plugins for priority-driven DAG failure alerting. In layman's terms, one need only add a tag to their DAG in P1, P2, P3, P4, P5, and that dag will send a notification to:

• New Relic
• Datadog
• Discord
• Slack
• Symphony

Where P1 corresponds to highest priority, and P5 corresponds to lowest.

Installation

You can install from pip:

pip install airflow-priority

Or via conda:

conda install airflow-priority -c conda-forge

Integrations

Integration	Metric / Tag
New Relic	airflow.custom.priority.p{1,2,3,4,5}.{failed,succeeded,running}
Datadog	airflow.custom.priority.p{1,2,3,4,5}.{failed,succeeded,running}
Discord	N/A
Slack	N/A
Symphony	N/A

Datadog

Create a new Datadog api key following their guide.

Copy this api key into your airflow.cfg like so:

[priority.datadog]
api_key = the api key
host = https://api.datadoghq.com  # Optional host change
metric = my.custom.metric  # Optional metric name override, default is "airflow.custom.priority"

Ensure your dags are configured with tags and run some, it can often be convenient to have an intentionally failing P1 dag to test the integration. With this, you can now create custom monitors for the tags.

Discord

Create a new Discord application following the guide from the discord.py library.

Copy your bot's token into your airflow.cfg like so:

[priority.discord]
token = the bot's token
channel = the numerical channel ID, from the url or by right clicking

# Configure tag and priority specific channels
channel_P3 = ...
channel_failed_P1 = ...

Ensure your bot is invited into any private channels.

Verbose updates

By default, only DAG failure events will be sent. On rerun, failure messages can be updated to reflect running/success.

The plugin can also be configured to always send updates, including when a DAG starts running and/or succeeds. These can also be configured to send to different channels.

[priority.discord]
# Update messages to reflect current state
update_message = true

send_success = true
channel_success = a-different-channel
send_running = true
channel_running = a-different-channel

Customizing message colors

[priority.discord]
failed_color = "#FF0000"
running_color = "#FFFF00"
success_color = "#00FF00"

New Relic

Create a new New Relic API Key following their guide. Note that the type should have INGEST - LICENSE.

Copy this api key into your airflow.cfg like so:

[priority.newrelic]
api_key = the api key
metric = my.custom.metric  # Optional metric name override, default is "airflow.custom.priority"

Under Query Your Data in the New Relic UI, you can create a query for the new custom metric:

SELECT sum(`airflow.custom.priority.p1.failed`) FROM Metric FACET dag

With this, you can now create a custom alert. For fast alerting, we recommend the following parameters:

Window duration - 30 seconds
Sliding window aggregation - Disabled
Slide by interval - Not set
Streaming method - Event timer
Timer - 5 seconds

Fill data gaps with - None
Evaluation delay - Not set

Thresholds: Critical: Query result is above or equals 1 at least once in 1 minute

Slack

Configure a new slack application following the Slack Quickstart.

Ensure your application has the following scopes for public and private channel access:

• channels:read
• groups:read
• chat:write

Enable and install your Slack application into your workspace, and add it as an integration in whatever channel you want it to post.

Copy your Slack application's Oauth Token (starting with xoxb-) and your desired channel into your airflow.cfg like so:

[priority.slack]
token = xoxb-...
channel = channel-name

# Configure tag and priority specific channels
channel_P3 = ...
channel_failed_P1 = ...

Verbose updates

By default, only DAG failure events will be sent. On rerun, failure messages can be updated to reflect running/success.

The plugin can also be configured to always send updates, including when a DAG starts running and/or succeeds. These can also be configured to send to different channels.

[priority.slack]
# Update messages to reflect current state
update_message = true

send_success = true
channel_success = a-different-channel
send_running = true
channel_running = a-different-channel

Customizing message colors

[priority.slack]
failed_color = "#FF0000"
running_color = "#FFFF00"
success_color = "#00FF00"

Symphony

Documentation coming soon!

• Overview of REST API
• Certificate Authentication Workflow

[priority.symphony]
room_name = the room name
message_create_url = https://mycompany.symphony.com/agent/v4/stream/SID/message/create
cert_file = path/to/my/cert.pem
key_file = path/to/my/key.pem
session_auth = https://mycompany-api.symphony.com/sessionauth/v1/authenticate
key_auth = https://mycompany-api.symphony.com/keyauth/v1/authenticate
room_search_url = https://mycompany.symphony.com/pod/v3/room/search

AWS MWAA CloudWatch

To use with AWS MWAA, set the AWS region to match your MWAA instance.

[priority.aws]
region = "us-east-1"

Alternative Syntax

[!NOTE] AWS MWAA may require you to use the alternative configuration syntax

All scoped configuration options can be set directly under priority.

For example this:

[priority.aws]
region = "us-east-1"

Can be provided as:

[priority]
aws_region = "us-east-1"

License

This software is licensed under the Apache 2.0 license. See the LICENSE file for details.