https://github.com/ExpediaDotCom/adaptive-alerting

Anomaly detection for streaming time series, featuring automated model selection.
https://github.com/ExpediaDotCom/adaptive-alerting

anomaly anomaly-detection monitoring outlier outlier-detection streaming time-series

Last synced: 3 months ago
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Anomaly detection for streaming time series, featuring automated model selection.

• Host: GitHub
• URL: https://github.com/ExpediaDotCom/adaptive-alerting
• Owner: ExpediaGroup
• License: apache-2.0
• Created: 2018-04-11T16:51:18.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-03-05T08:03:01.000Z (8 months ago)
• Last Synced: 2024-04-13T18:54:10.681Z (7 months ago)
• Topics: anomaly, anomaly-detection, monitoring, outlier, outlier-detection, streaming, time-series
• Language: Java
• Homepage:
• Size: 6.58 MB
• Stars: 199
• Watchers: 31
• Forks: 49
• Open Issues: 37
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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• awesome-TS-anomaly-detection - Adaptive Alerting - 2.0 | ❌ (Anomaly Detection Software)

README

        
[![Build Status](https://travis-ci.org/ExpediaDotCom/adaptive-alerting.svg?branch=master)](https://travis-ci.org/ExpediaDotCom/adaptive-alerting)

[![codecov](https://codecov.io/gh/ExpediaDotCom/adaptive-alerting/branch/master/graph/badge.svg)](https://codecov.io/gh/ExpediaDotCom/adaptive-alerting)

[![License](https://img.shields.io/badge/license-Apache%20License%202.0-blue.svg)](https://github.com/ExpediaDotCom/adaptive-alerting/blob/master/LICENSE)

# Adaptive Alerting (AA)

Streaming anomaly detection with automated model selection and fitting.

[Wiki documentation](https://github.com/ExpediaDotCom/adaptive-alerting/wiki)

## Build

To build the Maven project: 

```

$ ./mvnw clean verify

```

To build the Docker images:

```

$ make docker_build

```

### How the Travis CI build works

We use Travis CI to build AA Docker images and push them to Docker Hub. Here's how it works:

- A developer pushes a branch (`master` or otherwise) to GitHub.

- GitHub kicks off a Travis CI build.

- Travis CI reads `.travis.yml`, which drives the build.

- `.travis.yml` invokes the top-level `Makefile`.

- The top-level `Makefile`

  - runs a Maven build for the whole project

  - invokes module-specific `Makefile`s to handle building and releasing Docker images

- Each module-specific `Makefile` runs one or more module-specific build scripts to

  - build the Docker images

  - release the Docker images

- For the release (docker push), the module-specific build script delegates to the shared

  `scripts/publish-to-docker-hub.sh` script. This script has logic to push the image to Docker Hub

  if and only if the current branch is the `master`.