Version 1.3.3

.github/workflows/docs.yml

@@ -26,6 +26,9 @@ env:
 jobs:
   build-and-deploy:
     runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      actions: read
     defaults:
       run:
         shell: bash # Default to using bash on all

CHANGELOG.md

@@ -1,3 +1,18 @@
+# Version 1.3.4
+
+## Installation
+- Numpy will be installed via conda instead of pip to fix linkage
+
+# Version 1.3.3
+
+## Converters
+- Add for each converter a method to check whether a run is valid.
+- Change rst docs of converters.
+
+## General Layout
+- Fix navigation and button problems in general layout.
+- Change general layout to be more intuitiv.
+
 # Version 1.3.2
 
 ## Features

Makefile

@@ -45,7 +45,9 @@ FLAKE8 ?= flake8
 install:
 	$(PIP) install -e .
 
+# Fix numpy as version 2.1.0 will drop support for Python 3.9
 install-dev:
+	conda install -y numpy=2.0.1 
 	$(PIP) install -e ".[dev]"
 	pre-commit install
 

README.md

@@ -69,8 +69,8 @@ DeepCAVE comes with some pre-evaluated runs to get a feeling for what DeepCAVE c
 
 If you cloned the repository from GitHub via `git clone https://github.com/automl/DeepCAVE.git`,
 you can try out some examples by exploring the `logs` directory inside the DeepCAVE dashboard.
-For example, if you navigate to `logs/DeepCAVE`, you can view the run `mnist_pytorch` if you hit
-the `+` button left to it.
+For example, if you navigate to `logs/DeepCAVE/mnist_pytorch`, you can view its runs if you hit
+the `+` button left to them.
 
 
 ## Features

deepcave/layouts/general.py

@@ -142,8 +142,10 @@ def callback(run_paths: List[str]):
             # Add text to go to parent directory
             new_element = html.Div(
                 [
-                    dbc.Button(
-                        "+", id={"type": "general-dynamic-add-run", "index": -1}, disabled=True
+                    html.I(
+                        className="fas fa-folder-open fa-lg",
+                        id={"type": "general-dynamic-add-run", "index": -1},
+                        style={"pointer-events": "none"},
                     ),
                     dbc.Button(
                         "..",
@@ -161,23 +163,45 @@ def callback(run_paths: List[str]):
 
             for i, run_path in enumerate(run_paths):
                 run_name = run_handler.get_run_name(run_path)
-                new_element = html.Div(
-                    [
-                        dbc.Button("+", id={"type": "general-dynamic-add-run", "index": i}),
-                        dbc.Button(
-                            run_name,
-                            id={"type": "general-dynamic-change-directory", "index": i},
-                            color="link",
-                        ),
-                        dcc.Store(
-                            id={"type": "general-dynamic-available-run-path", "index": i},
-                            data=run_path,
-                        ),
-                    ],
-                    className="mb-1",
-                )
-                children.append(new_element)
 
+                is_run = run_handler.is_run(run_path)
+                # Differenciate between run and directory for visibility and usability reasons
+                if is_run:
+                    new_element = html.Div(
+                        [
+                            dbc.Button(
+                                "+", id={"type": "general-dynamic-add-run", "index": i}, size="sm"
+                            ),
+                            dbc.Button(
+                                run_name,
+                                id={"type": "general-dynamic-change-directory", "index": i},
+                                color="light",
+                                disabled=True,
+                            ),
+                            dcc.Store(
+                                id={"type": "general-dynamic-available-run-path", "index": i},
+                                data=run_path,
+                            ),
+                        ],
+                        className="mb-1",
+                    )
+                else:
+                    new_element = html.Div(
+                        [
+                            html.I(className="fas fa-folder fa-lg"),
+                            dbc.Button(
+                                run_name,
+                                id={"type": "general-dynamic-change-directory", "index": i},
+                                color="link",
+                            ),
+                            dcc.Store(
+                                id={"type": "general-dynamic-available-run-path", "index": i},
+                                data=run_path,
+                            ),
+                        ],
+                        className="mb-1",
+                    )
+                children.append(new_element)
             if len(children) == 0:
                 return html.Div("No runs found.")
 

deepcave/runs/converters/amltk.py

@@ -24,6 +24,7 @@
 
 from typing import Optional, Sequence, Union
 
+import os
 import re
 from pathlib import Path
 
@@ -215,3 +216,25 @@ def from_path(cls, path: Union[Path, str]) -> "AMLTKRun":
             )
 
         return run
+
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid amltk run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/history.parquet") and os.path.isfile(
+            path_name + "/configspace.json"
+        ):
+            return True
+        return False

deepcave/runs/converters/bohb.py

@@ -25,6 +25,7 @@
 
 from typing import Any, Dict, Union
 
+import os
 from pathlib import Path
 
 from ConfigSpace.configuration_space import ConfigurationSpace
@@ -177,3 +178,23 @@ def from_path(cls, path: Union[Path, str]) -> "BOHBRun":
             )
 
         return run
+
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid bohb run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/configspace.json"):
+            return True
+        return False

deepcave/runs/converters/dataframe.py

@@ -385,3 +385,25 @@ def _extract_additional(
         additional = data.drop(hyperparameters + costs_metrics + budgets + seeds + meta)
         additional = dict(additional)
         return {key: value if pd.notna(value) else None for key, value in additional.items()}
+
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid dataframe run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/trials.csv") and os.path.isfile(
+            path_name + "/configspace.csv"
+        ):
+            return True
+        return False

deepcave/runs/converters/deepcave.py

@@ -24,6 +24,7 @@
 
 from typing import Union
 
+import os
 from pathlib import Path
 
 from deepcave.runs.run import Run
@@ -92,3 +93,23 @@ def from_path(cls, path: Path) -> "DeepCAVERun":
         The DeepCAVE run.
         """
         return DeepCAVERun(path.stem, path=Path(path))
+
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid deepcave run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "history.jsonl"):
+            return True
+        return False

deepcave/runs/converters/optuna.py

@@ -285,3 +285,25 @@ def from_path(cls, path: Union[Path, str]) -> "OptunaRun":
             )
 
         return run
+
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid optuna run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        path = Path(path_name)
+        pickle_files = list(path.glob("*.pkl"))
+        if len(pickle_files) != 1:
+            return False
+        return True

deepcave/runs/converters/smac3v1.py

@@ -27,6 +27,7 @@
 from typing import Optional, Union
 
 import json
+import os
 from pathlib import Path
 
 import numpy as np
@@ -217,3 +218,25 @@ def from_path(cls, path: Union[Path, str]) -> "SMAC3v1Run":
             )
 
         return run
+
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid smac3v1 run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/runhistory.json") and os.path.isfile(
+            path_name + "/configspace.json"
+        ):
+            return True
+        return False