spacetelescope/wfc3-telemetry

Name: wfc3-telemetry

Owner: Space Telescope Science Institute

Description: This software finds correlations with the various WFC3 telemetry parameters

Created: 2018-03-16 17:04:14.0

Updated: 2018-05-16 14:04:48.0

Pushed: 2018-05-16 14:04:45.0

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Size: 80995

Language: Python

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README

wfc3-telemetry

Searches for telemetry correlations with all HST telemetry paramters.

The following outputs are created (note: 2 and 3 are only created if the user inputs a table containing both the MJDs and the parameter of interest tied to those MJDs - see the 'Use' section below):

  1. telemetry_table.txt : table showing the values of all HST telemetry parameters at the
                     given MJDs
    
  2. correlations.txt : the ranked telemetry correlations with the user-defined parameter
  3. correlation_matrix.png : correlation matrix of the top telemetry correlations from
                        correlations.txt
    
Use
This script can be run via the command line as such:

    python wfc3_telemetry.py --t <t>

--t [Required]: The name of the table containing the MJDs of interest. This table should
                take the form:

                mjd,param
                55560,-17.22
                55555.1,23
                55556.5,24.5

                If only the mjd column is included, the only output that is created is
                telemetry_table.txt.

This work is supported by the National Institutes of Health's National Center for Advancing Translational Sciences, Grant Number U24TR002306. This work is solely the responsibility of the creators and does not necessarily represent the official views of the National Institutes of Health.