#!/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 ==="