statistics++: Making Fedora Project data accessible
Ian Weller, Fedora Engineering, Red Hat, Inc.
Fedora Infrastructure has had a limited foray into the field of statistics. The Statistics page on the Fedora Project Wiki contains some limited information about the number of HTTP requests made to various infrastructure applications and the number of wiki edits made per month.
The statistics app in the first version of Fedora Community attempted to improve on the Statistics page, but ultimately failed because of the complexity of adding new and relevant automated queries to the platform and the limited amount of information Fedora's application servers could access.
With the planned messaging infrastructure for infrastructure applications, a statistics application can be programmed to listen on the message bus, record activity, and store activity in a database for later retrieval. This program will be called statistics++.
statistics++ consists of three services:
- datanommer, a server daemon that listens on the infrastructure message bus and records activity to a database
- datagrepper, An HTTP application that provides a RESTful web API for downloading data stored in the database based on a simple query syntax
- dataviewer, An HTTP application that produces automated data displays such as tables or charts
datanommer is targeted toward infrastructure application developers who wish to make their data available for use in datagrepper and dataviewer.
datagrepper is targeted toward software developers who wish to generate their own queries for personal use or for inclusion in dataviewer.
dataviewer is targeted toward any user interested in statistics about the Fedora Project, such as Fedora users and developers, Red Hat executives, and journalists.
This project aims to solve the following problems:
- Data on the Statistics wiki page can only be generated and validated by those who have access to Fedora log servers.
- Data on the Statistics wiki page requires a human to generate the data each week.
- Data on the Statistics wiki page does not encompass all infrastructure applications.
- Data on the Statistics wiki page can be modified by anybody who can edit the wiki.
- To generate data for other infrastructure applications (such as FAS, Koji, Bodhi, and other applications), separate code has to be written for each application in order to download data.
To solve these problems, statistics++ will have the following functionality:
- Open, read-only access to any anonymized data collected by infrastructure applications
- A standard RESTful API for downloading data
- Flexible schemas for storing and retrieving data from infrastructure applications
- Live updates of statistical data from infrastructure applications
- An interface for creating automated queries and representing data in tables or charts
- Live pushing of data to other applications (the purpose of the messaging bus)
Requirements for release
- The following applications must send activity messages over the message bus:
- The datanommer service must run, connect to a message bus, listen for activity, parse activity messages and store data into a database for all of the above services.
- Data from before datanommer began running must be gathered from log files or application databases and placed in the database.
- The datagrepper service must run and respond to basic queries. The data schema for each infrastructure application and the query syntax must be documented, and examples in that documentation must function. The service must be capable of providing responses in JSON and compressing a response when requested.
Relationship to other services
Milestones aren't likely to change, but dates are subject to wild change depending on the status of messaging support in infrastructure.
|2012-05-28||datagrepper Python client library done|
For statistics++ to run on Fedora Infrastructure, a messaging bus must be in place.
For the inclusion of each infrastructure application in statistics++, that application must send messages over the messaging bus.