I-ALiRT - Swapi Rolling Average #2608
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laspsandoval
requested review from
bishwassth,
ejzirn and
hi1011
and removed request for
hi1011
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Is there any easy way we could test how it behaves in the presence of data gaps in the actual packets before it goes live? |
This should test a scenario in which there is a gap: But I added a packet scenario just in case you still needed to see it (see test_process_spacecraft_packet). Just know that the algorithm waits 1 minute to begin the rolling average. However, if there is a gap, then the algorithm is ok with that and just uses what is available within the past minute. So, for example I put in: "iois_1_packets_2025_344_05_57_56" There is a 1 minute gap between these packets. swapi_met_list So in the second packet a single value will be used to find the geometric mean initially met_arr[index_0:][valid] And then more values are added. |
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| avg_swapi_met, avg_density, avg_speed, avg_temperature = geometric_mean( | ||
| swapi_met_list[4::], | ||
| pseudo_speed_list[4::], |
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| swapi_met_list = [12, 24, 36, 48, 60] | ||
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| pseudo_speed_list = [400, 420, 440, 460, np.nan] |
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| ( | ||
| avg_swapi_met, | ||
| avg_proton_density, |
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inconsistent proton/pseudo naming here
| pseudo_proton_temperature_list.append(pseudo_temperature) | ||
| swapi_met_list.append(mid_measurement) | ||
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| # Begin averaging after 1 minute has passed (5 sweeps). |
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probably worth making this comment a bit more descriptive
2 participants
Change Summary
Overview
The SWAPI team would like to implement a geometric rolling mean starting after 1 minute has passed (first sweep) and using the previous sweep.
A reminder that each sweep is 12 seconds.
Updated Files
Testing
test_process_swapi.py