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Onboarding Ticket #3: Data Review Program #1

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sh1shir opened this issue Oct 31, 2024 · 0 comments
Open
2 tasks

Onboarding Ticket #3: Data Review Program #1

sh1shir opened this issue Oct 31, 2024 · 0 comments
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@sh1shir
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sh1shir commented Oct 31, 2024

Description
We want a generic data review program that will help automate data from any flight attempts and validate any results from PySim/SILSIM/HILSIM.

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The best way to implement this is probably via a class-based system. Let's define a check as one criterion that the incoming data needs to meet. This could be that it's always increasing or staying at a certain value, etc. We can implement this as a class that takes in data and then sets a "passed" field to determine whether the data meets the criterion. By assigning multiple of these checks to a piece of data, we make a more comprehensive review that automates our data review and makes it easier to work with.

  • Make a new repo
  • Running data through these checks to determine the validity of the data
  • Increasing check, determining if a certain value is increasing at all times
  • Tolerance check, value must lie within a certain value
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