1 files changed, 24 insertions, 11 deletions
diff --git a/src/mlia/core/context.py b/src/mlia/core/context.py
index c0267f1..e8c8a2c 100644
--- a/src/mlia/core/context.py
+++ b/src/mlia/core/context.py
@@ -10,9 +10,9 @@ parameters).
 from __future__ import annotations
 
 import logging
-import tempfile
 from abc import ABC
 from abc import abstractmethod
+from datetime import datetime
 from pathlib import Path
 from typing import Any
 from typing import Mapping
@@ -97,6 +97,18 @@ class Context(ABC):
         self.event_publisher.register_event_handlers(self.event_handlers)
 
 
+def create_output_dir_with_timestamp() -> Path:
+    """Generate output directory for the MLIA."""
+    base_dir = Path.cwd() / "mlia-output"
+    base_dir.mkdir(exist_ok=True)
+
+    timestamp = datetime.now().isoformat().replace(":", "")
+    output_dir = base_dir / f"mlia-output-{timestamp}"
+    output_dir.mkdir()
+
+    return output_dir
+
+
 class ExecutionContext(Context):
     """Execution context."""
 
@@ -120,7 +132,7 @@ class ExecutionContext(Context):
         :param config_parameters: dictionary like object with input parameters
         :param output_dir: path to the directory that will be used as a place
                to store temporary files, logs, models. If not provided then
-               temporary directory will be used instead
+               autogenerated directory will be used instead
         :param event_handlers: optional list of event handlers
         :param event_publisher: optional event publisher instance. If not provided
                then default implementation of event publisher will be used
@@ -131,15 +143,12 @@ class ExecutionContext(Context):
                temporary models will be stored
         :param action_resolver: instance of the action resolver that could make
                advice actionable
+        :param output_format: format for the application output
         """
         self._advice_category = advice_category or {AdviceCategory.COMPATIBILITY}
         self._config_parameters = config_parameters
 
-        if output_dir:
-            self._output_dir_path = Path(output_dir)
-            self._output_dir_path.mkdir(exist_ok=True)
-        else:
-            self._output_dir_path = generate_temp_output_dir()
+        self._init_output_directory(output_dir)
 
         self._event_handlers = event_handlers
         self._event_publisher = event_publisher or DefaultEventPublisher()
@@ -239,8 +248,12 @@ class ExecutionContext(Context):
             f"output_format={self.output_format}"
         )
 
+    def _init_output_directory(self, output_dir: str | Path | None) -> None:
+        """Init output directory for the execution."""
+        if output_dir:
+            output_dir_path = Path(output_dir)
+            output_dir_path.mkdir(exist_ok=True)
+        else:
+            output_dir_path = create_output_dir_with_timestamp()
 
-def generate_temp_output_dir() -> Path:
-    """Generate a temporary output dir and returns the path."""
-    output_dir = tempfile.mkdtemp(suffix=None, prefix="mlia-", dir=None)
-    return Path(output_dir)
+        self._output_dir_path = output_dir_path