Feature/handle empty windows #18
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Alexandre-A
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Dec 10, 2025
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Alexandre-A
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Remove kmw utils from the commit, and change the PR to dev instead of main
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closes #12 |
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Empty windows are now handled by the system with various strategies
The default one is the Zero Fill which fills the fields with zeros or none
Example of Zero Filled processed window:
{
"cell_index": 28365057.0,
"sample_count": 0,
"start_time": 1765312420,
"end_time": 1765312430,
"is_empty_window": true,
"network": null,
"primary_bandwidth": 20000.0,
"ul_bandwidth": 20000.0,
"rsrp": {
"min": null,
"max": null,
"mean": null,
"std": null,
"samples": 0
},
"sinr": {
"min": null,
"max": null,
"mean": null,
"std": null,
"samples": 0
},
"rsrq": {
"min": null,
"max": null,
"mean": null,
"std": null,
"samples": 0
},
"mean_latency": {
"min": null,
"max": null,
"mean": null,
"std": null,
"samples": 0
},
"cqi": {
"min": null,
"max": null,
"mean": null,
"std": null,
"samples": 0
}
}
Example of Forward Filled:
{
"type": "latency",
"cell_index": 26988801.0,
"network": null,
"sample_count": 0,
"primary_bandwidth": 20000.0,
"ul_bandwidth": 20000.0,
"rsrp": {
"min": -98.0,
"max": -98.0,
"mean": -98.0,
"std": 0.0,
"samples": 5
},
"sinr": {
"min": 16.0,
"max": 16.0,
"mean": 16.0,
"std": 0.0,
"samples": 5
},
"rsrq": {
"min": -12.0,
"max": -12.0,
"mean": -12.0,
"std": 0.0,
"samples": 5
},
"mean_latency": {
"min": 42.196,
"max": 71.065,
"mean": 53.8628,
"std": 10.721058795660063,
"samples": 5
},
"cqi": {
"min": 14.0,
"max": 14.0,
"mean": 14.0,
"std": 0.0,
"samples": 5
},
"window_start": 1765313200,
"window_end": 1765313210,
"start_time": 1765313210,
"end_time": 1765313220,
"is_empty_window": true,
"forward_filled": true
}