v0.14.76

Author: bartzbeielstein

notebooks/00_spotPython_tests.ipynb

@@ -4828,95 +4828,12 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
-      "metadata": {},
-      "outputs": [
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "Seed set to 123\n"
-          ]
-        },
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "\n",
-            "Loaded fun_control in spotRun():\n",
-            "| name             | type   | default   |   lower |   upper | transform   |\n",
-            "|------------------|--------|-----------|---------|---------|-------------|\n",
-            "| fit_intercept    | factor | 1         |       0 |       1 | None        |\n",
-            "| gcv_mode         | factor | auto      |       0 |       2 | None        |\n",
-            "| alpha_per_target | factor | 0         |       0 |       1 | None        |\n",
-            "Moving TENSORBOARD_PATH: runs/ to TENSORBOARD_PATH_OLD: runs_OLD/runs_2024_08_16_17_11_15\n",
-            "spotPython tuning: 0.027965881403044932 [##--------] 20.00% \n",
-            "spotPython tuning: 0.027965881284260138 [##--------] 23.33% \n",
-            "spotPython tuning: 0.027965881284260138 [###-------] 26.67% \n",
-            "spotPython tuning: 0.027965881284260138 [###-------] 30.00% \n"
-          ]
-        },
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "TensorFlow installation not found - running with reduced feature set.\n"
-          ]
-        },
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "spotPython tuning: 0.027965881284260138 [###-------] 33.33% \n",
-            "spotPython tuning: 0.027965881284260138 [####------] 36.67% \n",
-            "spotPython tuning: 0.027965881284260138 [####------] 40.00% \n"
-          ]
-        },
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "I0816 17:11:16.244111 13337915392 plugin.py:429] Monitor runs begin\n",
-            "Serving TensorBoard on localhost; to expose to the network, use a proxy or pass --bind_all\n",
-            "TensorBoard 2.17.0 at http://localhost:6006/ (Press CTRL+C to quit)\n"
-          ]
-        },
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "spotPython tuning: 0.027965881284260138 [####------] 43.33% \n",
-            "spotPython tuning: 0.027965881284260138 [#####-----] 46.67% \n",
-            "spotPython tuning: 0.027965881284260138 [#####-----] 50.00% \n",
-            "spotPython tuning: 0.027965881284260138 [#####-----] 53.33% \n",
-            "spotPython tuning: 0.027965881284260138 [######----] 56.67% \n",
-            "spotPython tuning: 0.027965881284260138 [######----] 60.00% \n",
-            "spotPython tuning: 0.027965881284260138 [######----] 63.33% \n",
-            "spotPython tuning: 0.027965881284260138 [#######---] 66.67% \n",
-            "spotPython tuning: 0.027965881284260138 [#######---] 70.00% \n",
-            "spotPython tuning: 0.027965881284260138 [#######---] 73.33% \n",
-            "spotPython tuning: 0.027965881284260138 [########--] 76.67% \n",
-            "spotPython tuning: 0.027965881284260138 [########--] 80.00% \n",
-            "spotPython tuning: 0.027965881284260138 [########--] 83.33% \n",
-            "spotPython tuning: 0.027965881284260138 [#########-] 86.67% \n",
-            "spotPython tuning: 0.027965881284260138 [#########-] 90.00% \n",
-            "spotPython tuning: 0.027965881284260138 [#########-] 93.33% \n",
-            "spotPython tuning: 0.027965881284260138 [##########] 96.67% \n",
-            "spotPython tuning: 0.027965881284260138 [##########] 100.00% Done...\n",
-            "\n"
-          ]
-        },
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "TensorBoard caught SIGTERM; exiting...\n"
-          ]
-        }
-      ],
+      "execution_count": null,
+      "metadata": {},
+      "outputs": [],
       "source": [
         "from spotPython.utils.file import load_and_run_spot_python_experiment\n",
-        "spot_tuner = load_and_run_spot_python_experiment(\"spot_100_experiment.pickle\")"
+        "spot_tuner = load_and_run_spot_python_experiment(\"spot_000_experiment.pickle\")"
       ]
     },
     {

pyproject.toml

@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "spotpython"
-version = "0.14.75"
+version = "0.14.76"
 authors = [
   { name="T. Bartz-Beielstein", email="tbb@bartzundbartz.de" }
 ]

src/spotPython/spot/spot.py

@@ -693,14 +693,14 @@ def write_db_dict(self) -> None:
         print("The following dictionaries are written to the json file spotPython_db.json:")
         print("fun_control:")
         pprint.pprint(fun_control)
-        
+
         # Iterate over a list of the keys to avoid modifying the dictionary during iteration
         for key in list(fun_control.keys()):
             if not isinstance(fun_control[key], (int, float, str, list, dict)):
                 # remove the key from the dictionary
                 print(f"Removing non-serializable key: {key}")
                 fun_control.pop(key)
-        
+
         print("fun_control after removing non-serializabel keys:")
         pprint.pprint(fun_control)
         pprint.pprint(fun_control)

src/spotPython/utils/file.py

@@ -257,4 +257,5 @@ def load_and_run_spot_python_experiment(spot_pkl_name) -> tuple:
     spot_tuner.run()
     # # tensorboard --logdir="runs/"
     stop_tensorboard(p_open)
+    print(gen_design_table(fun_control=fun_control, spot=spot_tuner))
     return spot_tuner, fun_control, design_control, surrogate_control, optimizer_control, p_open