Should make a recursive caller that retrieves the whole tree

Deliverables

CLI tool that generates a report and saves a csv with needed data
Desired usage
./generate_report hosts [params]

params:
-l=limit: Limit data request count per host to parameter. Default: 500
-p=pattern: Generate reports for metrics that match glob pattern. Default: all
-t=timeout: Timeout bethween requests on the same host. Default: 1 second
-o=filename: Output file
-u: Upload csv to Google Drive with the credentials specified in config.py

TODO:

• Implement commandline arguments
• Get all metrics from hosts that match pattern
• Implement limit per host
• Retrieve timeseries for host
• Test with dummy detector class
• Implement output file
• Implement upload to Drive

• Create executable that calls the API for one target and logs the results
• Create executable that tests all the Graphite metrics for a given host

Deliverables

A spike detector that yields tuples (timestamp, priority) where priority is a float bethween 0 and 1 meaning the priority of the spike.

TODO

• Retrieve spikes that are really high but were smoothed
• Determine a priority for spikes that were smoothed
• Determine spikes on smoothed series
• Make sure that no duplicate spikes are found

• Create basic detector class
• Add a score to each anomaly detected
• Add logging mechanism
• Add view mechanism
• Test with null values
• Create unit tests for data
• Test with #2