Datasets:
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a498c8b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | # Cache Generation Commands
All commands assume the current working directory is the dataset repository.
## Task 1 Full Input
```bash
python code/dataloader.py --base_dir . --canonical_dir data/canonical/raw_feature_tables --output_dir data/model_ready --task ia_failure --representation all --weather_days 5 --input_protocol all --overwrite
```
## Task 2 Full Input
```bash
python code/dataloader.py --base_dir . --canonical_dir data/canonical/raw_feature_tables --output_dir data/model_ready --task containment_time --representation all --weather_days 5 --input_protocol all --overwrite
```
## Task 1 Weather-History Ablation
```bash
for d in 1 2 3 4 5; do
python code/dataloader.py --base_dir . --canonical_dir data/canonical/raw_feature_tables --output_dir data/model_ready --task ia_failure --representation all --weather_days ${d} --input_protocol weather --overwrite
done
```
## Task 1 FPA-FOD Metadata Plus One Source
```bash
for p in metadata_vegetation metadata_fuel metadata_topography metadata_access metadata_human; do
python code/dataloader.py --base_dir . --canonical_dir data/canonical/raw_feature_tables --output_dir data/model_ready --task ia_failure --representation all --weather_days 5 --input_protocol ${p} --overwrite
done
```
## Task 1 Leave-One-Source-Out
```bash
for p in all_without_fire all_without_weather all_without_vegetation all_without_fuel all_without_topography all_without_access all_without_human; do
python code/dataloader.py --base_dir . --canonical_dir data/canonical/raw_feature_tables --output_dir data/model_ready --task ia_failure --representation all --weather_days 5 --input_protocol ${p} --overwrite
done
```
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