update dockerfile

Author: pounde

Dockerfile

@@ -49,4 +49,4 @@ COPY handler.py dataset.py models.py spec-file.txt /work/
 
 VOLUME ["/input/pre", "/input/post", "/input/polys", "/output"]
 
-ENTRYPOINT [ "conda", "run", "-n", "xv", "python", "handler.py","--pre_directory", "/input/pre", "--post_directory", "/input/post", "--output_directory", "/output", "--n_procs", "8", "--batch_size", "2", "--num_workers", "4", "--dp_mode" ]
+ENTRYPOINT [ "conda", "run", "-n", "xv", "python", "handler.py","--pre_directory", "/input/pre", "--post_directory", "/input/post", "--output_directory", "/output", "--n_procs", "8", "--batch_size", "2", "--num_workers", "4" ]

utils/dataframe.py

@@ -84,8 +84,8 @@ def process_df(df, dest_crs):
     df["trans_res"] = df.apply(
         lambda x: get_trans_res(x.crs, x.width, x.height, x.bounds, dest_crs), axis=1
     )
-    # Remove rasters with resolution that wildly varies from the others
-    # Remove rasters with CRS that is not the same as most?
+    # Todo: Remove rasters with resolution that wildly varies from the others
+    # Todo: Remove rasters with CRS that is not the same as most?
 
     # Todo: handle our rasters with no geographic data
     # Remove rasters without transform resolution

utils/features.py

@@ -42,9 +42,9 @@ def write_output(features, out_file, layer="features"):
 def create_aoi_poly(features):
 
     """
-    Create convex hull polygon encompassing damage polygons.
-    :param features: Polygons to create hull around.
-    :return: ARCGIS polygon.
+    Create convex hull polygon encompassing damage polygons
+    :param features: Polygons to create hull around
+    :return: GDF
     """
     hull = features.dissolve().convex_hull
     df = geopandas.GeoDataFrame.from_features(hull, crs=features.crs)
@@ -54,9 +54,9 @@ def create_aoi_poly(features):
 def create_centroids(features):
 
     """
-    Create centroids from polygon features.
-    :param features: Polygon features to create centroids from.
-    :return: List of ARCGIS point features.
+    Create centroids from polygon features
+    :param features: Polygon features to create centroids from
+    :return: GDF
     """
 
     cent_df = geopandas.GeoDataFrame.from_features(features.centroid, crs=features.crs)