Fix different las

.gitignore

@@ -53,6 +53,8 @@ coverage.xml
 .hypothesis/
 .pytest_cache/
 cover/
+.idea/
+.vscode/
 
 # Translations
 *.mo

CHANGELOG.md

@@ -1,5 +1,8 @@
 # CHANGELOG
 
+## dev
+- fix lorsque les las donneurs ne sont pas de même version (1.2 et 1.4): on ne garde que les attributs communs
+
 ## 1.4.0
 - **Changement de comportement** :
     Le champ "DONOR_CLASS_TRANSLATION" décrit maintenant l'association entre les classes du fichier donneur et les classes correspondantes dans le fichier de sortie. Au lieu de choisir entre ajouter une colonne et modifier les classes entre le fichier de donneur et le fichier de sortie, on applique maintenant les 2 traitements :

patchwork/patchwork.py

@@ -95,6 +95,22 @@ def get_type(new_column_size: int):
             raise ValueError(f"{new_column_size} is not a correct value for NEW_COLUMN_SIZE")
 
 
+def get_common_las_columns(las_files: List[str]) -> List[str]:
+    """Return the columns common to all las files (lowercase)."""
+    with laspy.open(las_files[0]) as las_file:
+        common_columns = set(get_field_from_header(las_file))
+    for las_file_path in las_files[1:]:
+        with laspy.open(las_file_path) as las_file:
+            common_columns = common_columns & set(get_field_from_header(las_file))
+    return list(common_columns)
+
+
+def get_common_donor_columns(df_donor_info: gpd.GeoDataFrame) -> List[str]:
+    """Return the columns common to all donor files (lowercase)."""
+    las_files = [row["full_path"] for _, row in df_donor_info.iterrows()]
+    return get_common_las_columns(las_files)
+
+
 def get_complementary_points(
     df_donor_info: gpd.GeoDataFrame, recipient_file_path: str, tile_origin: Tuple[int, int], config: DictConfig
 ) -> pd.DataFrame:
@@ -120,31 +136,31 @@ def get_complementary_points(
     )
 
     dfs_donor_points = []
-
-    for index, row in df_donor_info.iterrows():
-        with laspy.open(row["full_path"]) as donor_file:
-            raw_donor_points = donor_file.read().points
-            points_loc_gdf = gpd.GeoDataFrame(
-                geometry=gpd.points_from_xy(raw_donor_points.x, raw_donor_points.y, raw_donor_points.z, crs=config.CRS)
-            )
-            footprint_gdf = gpd.GeoDataFrame(geometry=[row["geometry"]], crs=config.CRS)
-            points_in_footprint_gdf = points_loc_gdf.sjoin(footprint_gdf, how="inner", predicate="intersects")
-            donor_points = raw_donor_points[points_in_footprint_gdf.index.values]
-
-            donor_columns = get_field_from_header(donor_file)
-            dfs_donor_points.append(
-                get_selected_classes_points(
-                    tile_origin,
-                    donor_points,
-                    config.DONOR_CLASS_LIST,
-                    config.DONOR_USE_SYNTHETIC_POINTS,
-                    donor_columns,
-                    patch_size=config.PATCH_SIZE,
-                    tile_size=config.TILE_SIZE,
+
+    if len(df_donor_info.index):
+        donor_common_columns = get_common_donor_columns(df_donor_info)
+        for index, row in df_donor_info.iterrows():
+            with laspy.open(row["full_path"]) as donor_file:
+                raw_donor_points = donor_file.read().points
+                points_loc_gdf = gpd.GeoDataFrame(
+                    geometry=gpd.points_from_xy(raw_donor_points.x, raw_donor_points.y, raw_donor_points.z, crs=config.CRS)
+                )
+                footprint_gdf = gpd.GeoDataFrame(geometry=[row["geometry"]], crs=config.CRS)
+                points_in_footprint_gdf = points_loc_gdf.sjoin(footprint_gdf, how="inner", predicate="intersects")
+                donor_points = raw_donor_points[points_in_footprint_gdf.index.values]
+
+                dfs_donor_points.append(
+                    get_selected_classes_points(
+                        tile_origin,
+                        donor_points,
+                        config.DONOR_CLASS_LIST,
+                        config.DONOR_USE_SYNTHETIC_POINTS,
+                        donor_common_columns,
+                        patch_size=config.PATCH_SIZE,
+                        tile_size=config.TILE_SIZE,
+                    )
                 )
-            )
 
-    if len(df_donor_info.index):
         df_donor_points = pd.concat(dfs_donor_points)
 
     else:

test/data/grand_geneve/geometry_GrandGeneve/zones.geojson

@@ -0,0 +1,9 @@
+{
+"type": "FeatureCollection",
+"name": "zones",
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::2154" } },
+"features": [
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+{ "type": "Feature", "properties": { "NAME": "Object", "ALTITUDE": 0.0, "x": "0963", "Format_nua": "laz", "Code": "QK", "id": 213, "y": 6543, "Nuage_LHD": "./test/data/grand_geneve/grand_geneve_BD/data2", "nom_coord": "oui", "nuage_mixa": "./test/data/grand_geneve/grand_geneve_BD/data2", "Chant_DGPR": "MC-Est", "attributio": 2 }, "geometry": { "type": "MultiPolygon", "coordinates": [ [ [ [ 963999.999143, 6542545.442888, 1.0 ], [ 963999.999143, 6542259.206880999729037, 1.0 ], [ 963985.385082999942824, 6542263.888841999694705, 1.0 ], [ 963978.788301000022329, 6542266.985527000389993, 1.0 ], [ 963959.759339999989606, 6542278.679065999574959, 1.0 ], [ 963943.798650000011548, 6542294.304543000645936, 1.0 ], [ 963938.497360000037588, 6542300.804740999825299, 1.0 ], [ 963930.548266, 6542312.060766000300646, 1.0 ], [ 963924.349223, 6542322.259940999560058, 1.0 ], [ 963916.502405000035651, 6542338.203609, 1.0 ], [ 963911.604536000057124, 6542350.902861, 1.0 ], [ 963909.257877000025474, 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+]
+}

test/data/grand_geneve/geometry_GrandGeneve/zones.qmd

@@ -0,0 +1,27 @@
+<!DOCTYPE qgis PUBLIC 'http://mrcc.com/qgis.dtd' 'SYSTEM'>
+<qgis version="3.34.3-Prizren">
+  <identifier></identifier>
+  <parentidentifier></parentidentifier>
+  <language></language>
+  <type>dataset</type>
+  <title></title>
+  <abstract></abstract>
+  <links/>
+  <dates/>
+  <fees></fees>
+  <encoding></encoding>
+  <crs>
+    <spatialrefsys nativeFormat="Wkt">
+      <wkt>PROJCRS["RGF93 / Lambert-93",BASEGEOGCRS["RGF93",DATUM["Reseau Geodesique Francais 1993",ELLIPSOID["GRS 1980",6378137,298.257222101,LENGTHUNIT["metre",1]]],PRIMEM["Greenwich",0,ANGLEUNIT["degree",0.0174532925199433]],ID["EPSG",4171]],CONVERSION["Lambert-93",METHOD["Lambert Conic Conformal (2SP)",ID["EPSG",9802]],PARAMETER["Latitude of false origin",46.5,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8821]],PARAMETER["Longitude of false origin",3,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8822]],PARAMETER["Latitude of 1st standard parallel",49,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8823]],PARAMETER["Latitude of 2nd standard parallel",44,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8824]],PARAMETER["Easting at false origin",700000,LENGTHUNIT["metre",1],ID["EPSG",8826]],PARAMETER["Northing at false origin",6600000,LENGTHUNIT["metre",1],ID["EPSG",8827]]],CS[Cartesian,2],AXIS["easting (X)",east,ORDER[1],LENGTHUNIT["metre",1]],AXIS["northing (Y)",north,ORDER[2],LENGTHUNIT["metre",1]],USAGE[SCOPE["Engineering survey, topographic mapping."],AREA["France - onshore and offshore, mainland and Corsica."],BBOX[41.15,-9.86,51.56,10.38]],ID["EPSG",2154]]</wkt>
+      <proj4>+proj=lcc +lat_0=46.5 +lon_0=3 +lat_1=49 +lat_2=44 +x_0=700000 +y_0=6600000 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs</proj4>
+      <srsid>145</srsid>
+      <srid>2154</srid>
+      <authid>EPSG:2154</authid>
+      <description>RGF93 / Lambert-93</description>
+      <projectionacronym>lcc</projectionacronym>
+      <ellipsoidacronym>EPSG:7019</ellipsoidacronym>
+      <geographicflag>false</geographicflag>
+    </spatialrefsys>
+  </crs>
+  <extent/>
+</qgis>