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Initial Commit for Airflow Prometheus Exporter
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Abhishek Ray committed Aug 9, 2019
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30 changes: 30 additions & 0 deletions .dockerignore
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# Distribution / packaging
.Python
env/
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
*.egg-info/
.installed.cfg
*.egg

# Unit test / coverage reports
htmlcov/
.tox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
.hypothesis/
.pytest_cache/
27 changes: 27 additions & 0 deletions .gitignore
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.DS_Store
*.pyc
*$py.class
*~
dist/
*.egg-info
*.egg
*.eggs/
*.egg/
*.cache/
build/
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_build/
pip-log.txt
.directory
erl_crash.dump
*.db
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Documentation/
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coverage.*
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9 changes: 9 additions & 0 deletions .travis.yml
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# Config file for automatic testing at travis-ci.org
dist: xenial
sudo: false
language: python
python:
- "3.6"
- "3.7"
install: pip install tox-travis
script: tox
53 changes: 53 additions & 0 deletions LICENSE
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Copyright (c) 2017-2019, Robinhood Markets, Inc.
All rights reserved.

Airflow Prometheus Exporter is licensed under The BSD License (3 Clause, also known as
the new BSD license). The license is an OSI approved Open Source
license and is GPL-compatible(1).

The license text can also be found here:
http://www.opensource.org/licenses/BSD-3-Clause

License
=======

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
documentation and/or other materials provided with the distribution.
* Neither the name of Robinhood Markets, Inc. nor the
names of its contributors may be used to endorse or promote products
derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL Robinhood Markets, Inc. OR CONTRIBUTORS
BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
POSSIBILITY OF SUCH DAMAGE.

Documentation License
=====================

The documentation portion of Airflow Prometheus Exporter (the rendered contents of the
"docs" directory of a software distribution or checkout) is supplied
under the "Creative Commons Attribution-ShareAlike 4.0
International" (CC BY-SA 4.0) License as described by
http://creativecommons.org/licenses/by-sa/4.0/

Footnotes
=========
(1) A GPL-compatible license makes it possible to
combine Airflow Prometheus Exporter with other software that is released
under the GPL, it does not mean that we're distributing
Faust under the GPL license. The BSD license, unlike the GPL,
let you distribute a modified version without making your
changes open source.
71 changes: 71 additions & 0 deletions README.md
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# Airflow Prometheus Exporter

The Airflow Prometheus Exporter exposes various metrics about the Scheduler, DAGs and Tasks which helps improve the observability of an Airflow cluster.

The exporter is based on this [prometheus exporter for Airflow](https://github.com/epoch8/airflow-exporter).

## Requirements

The plugin has been tested with:

- Airflow >= 1.10.4
- Python 3.6+

The scheduler metrics assume that there is a DAG named `canary_dag`. In our setup, the `canary_dag` is a DAG which has a tasks which perform very simple actions such as establishing database connections. This DAG is used to test the uptime of the Airflow scheduler itself.

## Installation

The exporter can be installed as an Airflow Plugin using:

```pip install airflow-prometheus-exporter```

This should ideally be installed in your Airflow virtualenv.

## Metrics

Metrics will be available at

`http://<your_airflow_host_and_port>/admin/metrics/`

### Task Specific Metrics

#### `airflow_task_status`

Number of tasks with a specific status.

All the possible states are listed [here](https://github.com/apache/airflow/blob/master/airflow/utils/state.py#L46).

#### `airflow_task_duration`

Duration of successful tasks in seconds.

#### `airflow_task_fail_count`

Number of times a particular task has failed.

### Dag Specific Metrics

#### `airflow_dag_status`

Number of DAGs with a specific status.

All the possible states are listed [here](https://github.com/apache/airflow/blob/master/airflow/utils/state.py#L59)

#### `airflow_dag_run_duration`
Duration of successful DagRun in seconds.

### Scheduler Metrics

#### `airflow_dag_scheduler_delay`

Scheduling delay for a DAG Run in seconds. This metric assumes there is a `canary_dag`.

The scheduling delay is measured as the delay between when a DAG is marked as `SCHEDULED` and when it actually starts `RUNNING`.

#### `airflow_task_scheduler_delay`

Scheduling delay for a Task in seconds. This metric assumes there is a `canary_dag`.

#### `airflow_num_queued_tasks`

Number of tasks in the `QUEUED` state at any given instance.
7 changes: 7 additions & 0 deletions airflow_prometheus_exporter/__init__.py
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# -*- coding: utf-8 -*-

"""Top-level package for Airflow Prometheus Exporter."""

__author__ = """Robinhood Markets, Inc."""
__email__ = '[email protected]'
__version__ = '1.0.1'
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