@@ -331,7 +331,6 @@ def normality_test_raster_cli(input_raster: INPUT_FILE_OPTION, bands: Optional[L
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with rasterio .open (input_raster ) as raster :
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data = raster .read ()
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typer .echo ("Progress: 25%" )
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- print (bands )
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if len (bands ) == 0 :
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bands = None
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results_dict = normality_test_array (data = data , bands = bands , nodata_value = raster .nodata )
@@ -340,6 +339,7 @@ def normality_test_raster_cli(input_raster: INPUT_FILE_OPTION, bands: Optional[L
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json_str = json .dumps (results_dict )
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typer .echo ("Progress: 100%" )
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+
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typer .echo (f"Results: { json_str } " )
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typer .echo ("Normality test (raster) completed" )
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@@ -361,6 +361,7 @@ def normality_test_vector_cli(input_vector: INPUT_FILE_OPTION, columns: Optional
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json_str = json .dumps (results_dict )
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typer .echo ("Progress: 100%" )
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+
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typer .echo (f"Results: { json_str } " )
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typer .echo ("Normality test (vector) completed" )
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@@ -386,6 +387,7 @@ def chi_square_test_cli(
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json_str = json .dumps (results_dict )
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typer .echo ("Progress: 100%" )
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+
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typer .echo (f"Results: { json_str } " )
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typer .echo ("Chi-square test completed" )
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@@ -665,6 +667,7 @@ def compute_pca_raster_cli(
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dst .write (pca_array )
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typer .echo ("Progress: 100%" )
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+
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typer .echo (f"Results: { json_str } " )
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typer .echo (f"PCA computation (raster) completed, output raster saved to { output_raster } ." )
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@@ -705,6 +708,7 @@ def compute_pca_vector_cli(
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pca_gdf .to_file (output_vector )
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typer .echo ("Progress: 100%" )
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+
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typer .echo (f"Results: { json_str } " )
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typer .echo (f"PCA computation (vector) completed, output vector saved to { output_vector } ." )
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@@ -722,13 +726,10 @@ def descriptive_statistics_raster_cli(input_file: INPUT_FILE_OPTION):
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results_dict = descriptive_statistics_raster (raster )
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typer .echo ("Progress: 75%" )
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- # json_str = json.dumps(results_dict)
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+ json_str = json .dumps (results_dict )
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typer .echo ("Progress: 100%\n " )
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- # typer.echo(f"Results: {json_str}")
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- # typer.echo("Results:\n")
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- for key , value in results_dict .items ():
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- typer .echo (f"{ key } : { value } " )
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+ typer .echo (f"Results: { json_str } " )
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typer .echo ("\n Descriptive statistics (raster) completed" )
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@@ -2387,12 +2388,10 @@ def classifier_test_cli(
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with rasterio .open (output_raster_classified , "w" , ** out_profile ) as dst :
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dst .write (predictions_reshaped , 1 )
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- typer .echo ("\n " )
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- for key , value in metrics_dict .items ():
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- typer .echo (f"{ key } : { value } " )
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- typer .echo ("\n " )
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+ json_str = json .dumps (metrics_dict )
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+ typer .echo ("Progress: 100% \n " )
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- typer .echo ("Progress: 100% " )
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+ typer .echo (f"Results: { json_str } " )
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typer .echo (
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(
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"Testing classifier model completed, writing rasters to "
@@ -2433,13 +2432,10 @@ def regressor_test_cli(
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with rasterio .open (output_raster , "w" , ** out_profile ) as dst :
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dst .write (predictions_reshaped , 1 )
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- typer .echo ("\n " )
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- for key , value in metrics_dict .items ():
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- typer .echo (f"{ key } : { value } " )
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- typer .echo ("\n " )
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-
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- typer .echo ("Progress: 100%\n " )
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+ json_str = json .dumps (metrics_dict )
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+ typer .echo ("Progress: 100% \n " )
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+ typer .echo (f"Results: { json_str } " )
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typer .echo (f"Testing regressor model completed, writing raster to { output_raster } ." )
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@@ -3119,12 +3115,10 @@ def summarize_probability_metrics_cli(true_labels: INPUT_FILE_OPTION, probabilit
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typer .echo ("Progress: 75%" )
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- # json_str = json.dumps(results_dict)
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+ json_str = json .dumps (results_dict )
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typer .echo ("Progress: 100% \n " )
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- # typer.echo("Results:\n")
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- for key , value in results_dict .items ():
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- typer .echo (f"{ key } : { value } " )
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- # typer.echo(f"Results: {json_str}")
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+
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+ typer .echo (f"Results: { json_str } " )
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typer .echo ("\n Generating probability metrics summary completed." )
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@@ -3147,11 +3141,10 @@ def summarize_label_metrics_binary_cli(true_labels: INPUT_FILE_OPTION, predictio
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results_dict = summarize_label_metrics_binary (y_true = y_true , y_pred = y_pred )
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typer .echo ("Progress: 75%" )
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- # json_str = json.dumps(results_dict)
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+ json_str = json .dumps (results_dict )
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typer .echo ("Progress: 100% \n " )
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- for key , value in results_dict .items ():
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- typer .echo (f"{ key } : { value } " )
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- # typer.echo(f"Results: {json_str}")
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+
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+ typer .echo (f"Results: { json_str } " )
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typer .echo ("\n Generating prediction label metrics summary completed." )
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