add function to compare result of two experiment

rasta_data_manipulation/rasta_triturage/cli.py

@@ -17,6 +17,7 @@ from .status import (
     plot_status_by_tool_and_malware,
     plot_all_status_by_generic_x,
     plot_status_by_generic_x,
+    plot_compare_status,
 )
 from .apk import (
     plot_apk_info_by_generic_x,
@@ -577,9 +578,9 @@ def ic3():
     ic3_venn(args.data, interactive=args.display, image_path=args.figures_file)
     ic3_errors(
         args.data,
-        file=args.figures_file / "ic3_err.csv"
-        if args.figures_file is not None
-        else None,
+        file=(
+            args.figures_file / "ic3_err.csv" if args.figures_file is not None else None
+        ),
     )
 
 
@@ -1127,3 +1128,64 @@ def size_malware():
         print(
             f"{size}, {size_apk[(size, True)]:.2f}, {size_apk[(size, False)]:.2f}, {finishing_rate_goodware:.2f}, {finishing_rate_malware:.2f}, {size_apk[(size, True)] / size_apk[(size, False)]:.2f}, {finishing_rate_goodware/finishing_rate_malware:.2f}"
         )
+
+
+def compare_status_by_tool():
+    """Compare the repartition of status by tool from two result dbs"""
+
+    parser = argparse.ArgumentParser(
+        prog=sys.argv[0],
+        description="Compare the repartition of status by tool from two result dbs",
+    )
+    parser.add_argument(
+        "-d1",
+        "--data1",
+        required=True,
+        type=Path,
+        help="The sqlite3 database that contain the execution report of the first experiment",
+    )
+    parser.add_argument(
+        "-d2",
+        "--data2",
+        required=True,
+        type=Path,
+        help="The sqlite3 database that contain the execution report of the second experiment",
+    )
+    parser.add_argument(
+        "-f",
+        "--figures-file",
+        type=Path,
+        help="The folder in which the figures must be stored",
+    )
+    parser.add_argument(
+        "--display",
+        action="store_true",
+        help="If the figures must be displayed",
+    )
+    parser.add_argument(
+        "-t",
+        "--tools",
+        nargs="+",
+        default=None,
+        help="The tools to analyse",
+    )
+    parser.add_argument(
+        "--title",
+        default="Comparision of Exit Status",
+        help="The title of the graph",
+    )
+    parser.add_argument(
+        "--same-apks",
+        action="store_true",
+        help="If the apks are the same in the two databases. If so, the missings applications will be shown.",
+    )
+    args = parser.parse_args()
+
+    plot_compare_status(
+        args.data1,
+        args.data2,
+        interactive=args.display,
+        image_path=args.figures_file,
+        tools=args.tools,
+        same_apks=args.same_apks,
+    )