Remove maldives ecosystem mapping training pipelines.

These aren't used since the README already says to just run `model fit` directly
and I think the train pipeline is kind of pointless since it's just one line and
really should just reference the config file (so even if it isn't documented in
a README, it should be easy to reproduce).

This resolves #14.

This also removes the class from the pipeline definitions so it just needs to be
a function, the class was not used.

Author: favyen2

rslp/forest_loss_driver/__init__.py

@@ -1,12 +1,11 @@
 """Forest loss driver classification project."""
 
 from .predict_pipeline import (
-    PredictPipelineConfig,
     predict_pipeline,
     select_best_images_pipeline,
 )
 
 workflows = {
-    "predict": (PredictPipelineConfig, predict_pipeline),
-    "select_best_images": (None, select_best_images_pipeline),
+    "predict": predict_pipeline,
+    "select_best_images": select_best_images_pipeline,
 }

rslp/landsat_vessels/__init__.py

@@ -3,5 +3,5 @@
 from .predict_pipeline import predict_pipeline
 
 workflows = {
-    "predict": (None, predict_pipeline),
+    "predict": predict_pipeline,
 }

rslp/main.py

@@ -21,7 +21,7 @@ def main():
     args = parser.parse_args(args=sys.argv[1:3])
 
     module = importlib.import_module(f"rslp.{args.project}")
-    workflow_fn = module.workflows[args.workflow][1]
+    workflow_fn = module.workflows[args.workflow]
     jsonargparse.CLI(workflow_fn, args=sys.argv[3:])
 
 

rslp/maldives_ecosystem_mapping/__init__.py

@@ -1,15 +1,10 @@
 """Maldives ecosystem mapping project."""
 
-from rslp.config import BaseTrainPipelineConfig
-
-from .data_pipeline import DataPipelineConfig, data_pipeline
+from .data_pipeline import data_pipeline
 from .predict_pipeline import maxar_predict_pipeline, sentinel2_predict_pipeline
-from .train_pipeline import maxar_train_pipeline, sentinel2_train_pipeline
 
 workflows = {
-    "data": (DataPipelineConfig, data_pipeline),
-    "train_maxar": (BaseTrainPipelineConfig, maxar_train_pipeline),
-    "train_sentinel2": (BaseTrainPipelineConfig, sentinel2_train_pipeline),
-    "predict_maxar": (None, maxar_predict_pipeline),
-    "predict_sentinel2": (None, sentinel2_predict_pipeline),
+    "data": data_pipeline,
+    "predict_maxar": maxar_predict_pipeline,
+    "predict_sentinel2": sentinel2_predict_pipeline,
 }

rslp/maldives_ecosystem_mapping/train_pipeline.py

@@ -3,5 +3,5 @@
 from .predict_pipeline import predict_pipeline
 
 workflows = {
-    "predict": (None, predict_pipeline),
+    "predict": predict_pipeline,
 }