NCSA - new conda installation instructions

README.md

@@ -17,6 +17,26 @@ At the first start, VSCode should ask you if you want to install the recommended
 The settings should be automaticly used by VSCode.
 Both should provide the developers with a better experience and enforce code-style.
 
+## Create Conda Environment from Script
+
+This script will create (or recreate) the conda environment from a bash script.
+
+Prereq
+ - [Conda] (https://docs.anaconda.com/miniconda/): Link to miniconda. Can use any other conda
+ - Install by running this command `. create_env.sh`
+ - The conda environment is installed, activate it and type `darts --help`
+
+## Manual Conda Environment setup
+
+If you prefer to install conda manually, here are steps
+
+Prereq:
+ - [Conda] (https://docs.anaconda.com/miniconda/): Link to miniconda. Can use any other conda
+ - Begin by creating a conda environment `conda create -n darts-nextgen python=3.11`
+ - Install dependencies from project.toml `pip install '.[dev]'`
+ - Do the same in other packages (darts-acquisition to darts-superresolution)
+
+
 ## Environment setup
 
 Prereq:
@@ -128,3 +148,7 @@ logging.basicConfig(
 install(show_locals=True)  # Change to False if you encounter too large tracebacks
 init_ee("ee-project")  # Replace with your project
 ```
+
+currently running planet pipeline using this command 
+
+`darts run-native-planet-pipeline-fast --config-file=planet_config.toml`

create_env.sh

@@ -0,0 +1,50 @@
+#!/bin/bash
+
+CONDA_ENVS="$(conda env list)"
+current_directory=$(pwd)
+echo "${current_directory}"
+
+echo "${CONDA_ENVS}"
+
+conda remove -n darts-nextgen -all -y
+
+conda create -n darts-nextgen python=3.11 -y
+
+conda activate darts-nextgen
+
+CUR_PYTHON="$(which python)"
+
+ pip install '.[dev]'
+
+
+cd ${current_directory}/darts-acquisition
+new_dir=$(pwd)
+echo "${new_dir}"
+pip install '.[dev]'
+
+cd ${current_directory}/darts-ensemble
+pip install '.[dev]'
+
+cd ${current_directory}/darts-export
+pip install '.[dev]'
+
+cd ${current_directory}/darts-postprocessing
+pip install '.[dev]'
+
+cd ${current_directory}/darts-preprocessing
+pip install '.[dev]'
+
+cd ${current_directory}/darts-segmentation
+pip install '.[dev]'
+
+
+cd ${current_directory}/darts-superresolution
+pip install '.[dev]'
+
+
+cd ${current_directory}/darts-utils
+pip install '.[dev]'
+
+cd ${current_directory}
+
+echo Created Environment

darts/src/darts/run_native.py

@@ -0,0 +1,30 @@
+from darts.native import run_native_planet_pipeline, run_native_planet_pipeline_fast
+from pathlib import Path
+orthotiles_dir = "/home/toddn/pdg/darts-nextgen/rts_dtaset01/input/planet/PSOrthoTile"
+scenes_dir = "/home/toddn/pdg/darts-nextgen/rts_dtaset01/input/planet/PSScene"
+arcticdem_slope_vrt = "/home/toddn/pdg/darts-nextgen/rts_dtaset01/input/ArcticDEM/slope.vrt"
+arcticdem_elevation_vrt = "/home/toddn/pdg/darts-nextgen/rts_dtaset01/input/ArcticDEM/elevation.vrt"
+output_data_dir = "/home/toddn/pdg/darts-nextgen/data/output"
+model_dir = "/home/toddn/pdg/darts-nextgen/rts_dtaset01/models"
+arctic_dem_dir = "/home/toddn/pdg/darts-nextgen/rts_dtaset01/input/ArcticDEM"
+
+tcvis_dir = "/home/toddn/pdg/darts-nextgen/tcvis_dir"
+
+if __name__ == "__main__":
+    print("Running the pipeline")
+    run_native_planet_pipeline_fast(orthotiles_dir=Path(orthotiles_dir),
+                                scenes_dir=Path(scenes_dir),
+                                output_data_dir=Path(output_data_dir),
+                                arcticdem_dir=Path(arctic_dem_dir),
+                                model_dir=Path(model_dir),
+                                tcvis_dir=Path(tcvis_dir),
+                                ee_project='pdg-project-406720')
+
+    run_native_planet_pipeline(orthotiles_dir=Path(orthotiles_dir),
+                               scenes_dir=Path(scenes_dir),
+                               output_data_dir=Path(output_data_dir),
+                               arcticdem_slope_vrt=Path(arcticdem_slope_vrt),
+                               arcticdem_elevation_vrt=Path(arcticdem_elevation_vrt),
+                               model_dir=Path(model_dir),
+                               tcvis_dir=Path(tcvis_dir),
+                               ee_project='pdg-project-406720')

darts/src/darts/utils/cuda.py

@@ -105,7 +105,12 @@ def decide_device(device: Literal["cuda", "cpu", "auto"] | int | None) -> Litera
     # We can't provide a default value for device in the parameter list because then we would need to import torch at
     # top-level, which would make the CLI slow.
     if device is None:
-        device = "cuda" if torch.cuda.is_available() and has_cuda_and_cupy() else "cpu"
+        if torch.cuda.is_available() and has_cuda_and_cupy():
+            device = "cuda"
+        elif torch.backends.mps.is_available():
+            device = "mps"
+        else:
+            device = "cpu"
         logger.info(f"Device not provided. Using {device}.")
         return device
 

planet_config.toml

@@ -0,0 +1,10 @@
+[darts]
+orthotiles-dir = "/home/toddn/pdg/darts-nextgen/data/input/planet/PSOrthoTile"
+scenes-dir = "/home/toddn/pdg/darts-nextgen/data/input/planet/PSScene"
+arcticdem-dir = "/home/toddn/pdg/darts-nextgen/rts_dataset01/input/ArcticDEM"
+arcticdem-slope-vrt = "/home/toddn/pdg/darts-nextgen/rts_dataset01/input/ArcticDEM/slope.vrt"
+arcticdem-elevation-vrt = "/home/toddn/pdg/darts-nextgen/rts_dataset01/input/ArcticDEM/elevation.vrt"
+output-data-dir = "/home/toddn/pdg/darts-nextgen/rts_dataset01/output"
+model-dir = "/home/toddn/darts-nextgen/rts_dataset01/models"
+tcvis-dir= "/home/toddn/pdg/darts-nextgen/tcvis_dir"
+ee-project = "pdg-project-406720"