Migrate all ODC models and prediction pipeline to Microsoft Planetary Computer

run_pipeline.sh

@@ -0,0 +1,27 @@
+#!/bin/bash
+source /home/x79/miniconda3/etc/profile.d/conda.sh
+conda activate env_01
+set -e
+
+# Configure GDAL for vsicurl stability
+export GDAL_HTTP_MAX_RETRY=5
+export GDAL_HTTP_RETRY_DELAY=2
+export GDAL_HTTP_CONNECTION_TIMEOUT=10
+export GDAL_HTTP_TIMEOUT=30
+export CPL_VSIL_CURL_ALLOWED_EXTENSIONS=.tif,.tiff
+export GDAL_DISABLE_READDIR_ON_OPEN=YES
+
+
+echo "=== [1/4] Running RF Training ==="
+jupyter nbconvert --execute --ExecutePreprocessor.timeout=-1 --inplace 01.train_ODC.ipynb
+
+echo "=== [2/4] Running XGBoost Training ==="
+jupyter nbconvert --execute --ExecutePreprocessor.timeout=-1 --inplace 01.train_ODC_XGBoost.ipynb
+
+echo "=== [3/4] Running Prediction ==="
+jupyter nbconvert --execute --ExecutePreprocessor.timeout=-1 --inplace 02.predict_ODC.ipynb
+
+echo "=== [4/4] Running New Train ==="
+jupyter nbconvert --execute --ExecutePreprocessor.timeout=-1 --inplace new_train.ipynb
+
+echo "=== ALL DONE SUCCESSFULLY ==="