Develop

README.md

@@ -104,7 +104,15 @@ If you do not have access to modify the configuration file, or just need to perf
 the regex to the files to predict, or the output directory, manually specify the arguments to the CLI file:
 
 ```bash
+singularity exec --env PYTHONPATH="$NOBACKUP/development/tensorflow-caney:$NOBACKUP/development/vhr-cloudmask" --nv -B $NOBACKUP,/lscratch,/explore/nobackup/people,/explore/nobackup/projects /explore/nobackup/projects/ilab/containers/above-shrubs.2023.07 python /explore/nobackup/people/jacaraba/development/vhr-cloudmask/vhr_cloudmask/view/cloudmask_cnn_pipeline_cli.py -s predict -o /explore/nobackup/projects/ilab/test/vhr-cloudmask -r /explore/nobackup/projects/3sl/data/Tappan/Tappan16_WV02_20110218_M1BS_1030010008331800_data.tif
+```
+
+### Testing
+
+```bash
+singularity exec --env PYTHONPATH="$NOBACKUP/development/tensorflow-caney:$NOBACKUP/development/vhr-cloudmask" --nv -B $NOBACKUP,/lscratch,/explore/nobackup/people,/explore/nobackup/projects /explore/nobackup/projects/ilab/containers/above-shrubs.2023.07 python /explore/nobackup/people/jacaraba/development/vhr-cloudmask/vhr_cloudmask/view/cloudmask_cnn_pipeline_cli.py
 
+#/explore/nobackup/projects/ilab/test/vhr-cloudmask
 ```
 
 ## Data Locations where this Workflow has been Validated

docs/conf.py

@@ -3,7 +3,7 @@
 
 sys.path.insert(0, os.path.abspath('..'))
 
-import vhr_cloudmask
+import vhr_cloudmask  # noqa: E402
 
 project = 'vhr-cloudmask'
 copyright = '2022, Jordan A. Caraballo-Vega'

projects/cloud_cnn/slurm/predict.sh

@@ -0,0 +1,10 @@
+#!/bin/bash
+#SBATCH -t05-00:00:00 -c10 --mem-per-cpu=10240 -G1 -J ethiopia --export=ALL -q ilab
+module load singularity
+
+srun -G1 -n1 singularity exec --env PYTHONPATH="$NOBACKUP/development/tensorflow-caney:$NOBACKUP/development/vhr-cloudmask" \
+    --nv -B $NOBACKUP,/lscratch,/explore/nobackup/people,/explore/nobackup/projects \
+    /explore/nobackup/projects/ilab/containers/above-shrubs.2023.07 \
+    python /explore/nobackup/people/jacaraba/development/vhr-cloudmask/vhr_cloudmask/view/cloudmask_cnn_pipeline_cli.py \
+    -c /explore/nobackup/people/jacaraba/development/vhr-cloudmask/projects/cloud_cnn/configs/production/cloud_mask_alaska_senegal_3sl_cas.yaml \
+    -s predict

projects/cloud_cnn/slurm/slurm_all.sh

@@ -0,0 +1,7 @@
+#!/bin/bash
+
+for i in {1..64}
+do
+    sbatch /explore/nobackup/people/jacaraba/development/vhr-cloudmask/projects/cloud_cnn/slurm/predict.sh;
+    sleep 30s
+done

setup.cfg

@@ -26,3 +26,7 @@ install_requires =
     numpy
     tqdm
     localtileserver
+
+[options.entry_points]
+console_scripts =
+    vhr-cloudmask-cli = vhr_cloudmask.view.cloudmask_cnn_pipeline_cli:main

vhr_cloudmask/model/config/cloudmask_config.py

@@ -0,0 +1,13 @@
+from enum import Enum
+from typing import List, Optional
+from omegaconf import MISSING
+from dataclasses import dataclass, field
+from tensorflow_caney.model.config.cnn_config import Config
+
+
+@dataclass
+class CloudMaskConfig(Config):
+
+    test_classes: List[str] = field(
+        default_factory=lambda: ['no-cloud', 'cloud', 'thin-cloud']
+    )