Complete be_print_strees

benchmark/scripts/be_print_strees.py

@@ -8,12 +8,6 @@ from benchmark.Utils import Files, Folders
 from benchmark.Arguments import Arguments
 
 
-def compute_stree(X, y, random_state):
-    clf = Stree(random_state=random_state)
-    clf.fit(X, y)
-    return clf
-
-
 def load_hyperparams(score_name, model_name):
     grid_file = os.path.join(
         Folders.results, Files.grid_output(score_name, model_name)
@@ -22,13 +16,13 @@ def load_hyperparams(score_name, model_name):
         return json.load(f)
 
 
-def hyperparam_filter(hyperparams):
-    res = {}
-    for key, value in hyperparams.items():
-        if key.startswith("base_estimator"):
-            newkey = key.split("__")[1]
-            res[newkey] = value
-    return res
+# def hyperparam_filter(hyperparams):
+#     res = {}
+#     for key, value in hyperparams.items():
+#         if key.startswith("base_estimator"):
+#             newkey = key.split("__")[1]
+#             res[newkey] = value
+#     return res
 
 
 def build_title(dataset, accuracy, n_samples, n_features, n_classes, nodes):
@@ -89,9 +83,7 @@ def main(args_test=None):
         if dataset == args.dataset or args.dataset == "all":
             X, y = dt.load(dataset)
             clf = Stree(random_state=random_state)
-            hyperparams_dataset = hyperparam_filter(
-                hyperparameters[dataset][1]
-            )
+            hyperparams_dataset = hyperparameters[dataset][1]
             clf.set_params(**hyperparams_dataset)
             clf.fit(X, y)
             print_stree(clf, dataset, X, y, args.color, args.quiet)

benchmark/tests/scripts/Be_Print_Strees_test.py

@@ -1,34 +1,60 @@
-import shutil
-from io import StringIO
-from unittest.mock import patch
-from ...Results import Report
-from ...Utils import Files
+import os
+import hashlib
+from ...Utils import Folders
 from ..TestBase import TestBase
 
 
 class BePrintStrees(TestBase):
     def setUp(self):
         self.prepare_scripts_env()
-        source = Files.grid_output("accuracy", "STree")
-        target = Files.grid_output("accuracy", "STree")
-        shutil.copy(source, target)
         self.score = "accuracy"
-        self.files = [target]
+        self.files = []
+        self.datasets = ["balloons", "balance-scale"]
+        self.expected = {
+            "balloons": {
+                "color": "b2342cc27a4ab495970616346bedf73b",
+                "gray": "a9bc4d2041f2869a93164a548f6ad986",
+            },
+            "balance-scale": {
+                "color": "2e85d66de1ae838d01a3f327397a50c8",
+                "gray": "30f325134d4b5153c9e6ecbcae7b6d1f",
+            },
+        }
 
     def tearDown(self) -> None:
         self.remove_files(self.files, ".")
         return super().tearDown()
 
-    # def test_be_benchmark_dataset(self):
-    #     stdout, _ = self.execute_script(
-    #         "be_main",
-    #         ["-m", "STree", "-d", "balloons", "--title", "test"],
-    #     )
-    #     self.check_output_lines(
-    #         stdout=stdout,
-    #         file_name="be_main_dataset",
-    #         lines_to_compare=[0, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13],
-    #     )
+    def hash_file(self, name):
+        file_name = os.path.join(Folders.img, f"{name}.png")
+        self.files.append(file_name)
+        self.assertTrue(os.path.exists(file_name))
+        with open(file_name, "rb") as f:
+            return hashlib.md5(f.read()).hexdigest(), file_name
+
+    def test_be_print_strees_dataset_bn(self):
+        for name in self.datasets:
+            stdout, _ = self.execute_script(
+                "be_print_strees",
+                ["-d", name, "-q", "1"],
+            )
+            computed_hash, file_name = self.hash_file(f"stree_{name}")
+            self.assertEqual(
+                stdout.getvalue(), f"File {file_name} generated\n"
+            )
+            self.assertEqual(computed_hash, self.expected[name]["gray"])
+
+    def test_be_print_strees_dataset_color(self):
+        for name in self.datasets:
+            stdout, _ = self.execute_script(
+                "be_print_strees",
+                ["-d", name, "-q", "1", "-c", "1"],
+            )
+            computed_hash, file_name = self.hash_file(f"stree_{name}")
+            self.assertEqual(
+                stdout.getvalue(), f"File {file_name} generated\n"
+            )
+            self.assertEqual(computed_hash, self.expected[name]["color"])
 
     # def test_be_benchmark_complete(self):
     #     stdout, _ = self.execute_script(