[FSTORE-1281] Add method to stop execution + type hinting login+get_feature_store

CONTRIBUTING.md

@@ -12,23 +12,24 @@
     pip install -e ".[dev]"
     ```
 
-- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The library uses pre-commit to ensure code-style and code formatting through [black](https://github.com/psf/black) and [flake8](https://gitlab.com/pycqa/flake8). Run the following commands from the `python` directory:
+- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The library uses pre-commit to ensure code-style and code formatting through [ruff](https://docs.astral.sh/ruff/). Run the following commands from the `python` directory:
 
-    ```bash
-    cd python
-    pip install --user pre-commit
-    pre-commit install
-    ```
+  ```bash
+  cd python
+  pip install --user pre-commit
+  pre-commit install
+  ```
 
   Afterwards, pre-commit will run whenever you commit.
 
-- To run formatting and code-style separately, you can configure your IDE, such as VSCode, to use black and flake8, or run them via the command line:
+- To run formatting and code-style separately, you can configure your IDE, such as VSCode, to use `ruff`, or run it via the command line:
 
-    ```bash
-    cd python
-    flake8 hopsworks
-    black hopsworks
-    ```
+  ```bash
+  # linting
+  ruff check python --fix
+  # formatting
+  ruff format python
+  ```
 
 ### Python documentation
 

docs/CONTRIBUTING.md

@@ -12,23 +12,24 @@
     pip install -e ".[dev]"
     ```
 
-- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The library uses pre-commit to ensure code-style and code formatting through [black](https://github.com/psf/black) and [flake8](https://gitlab.com/pycqa/flake8). Run the following commands from the `python` directory:
+- Install [pre-commit](https://pre-commit.com/) and then activate its hooks. pre-commit is a framework for managing and maintaining multi-language pre-commit hooks. The Feature Store uses pre-commit to ensure code-style and code formatting through [ruff](https://docs.astral.sh/ruff/). Run the following commands from the `python` directory:
 
-    ```bash
-    cd python
-    pip install --user pre-commit
-    pre-commit install
-    ```
+  ```bash
+  cd python
+  pip install --user pre-commit
+  pre-commit install
+  ```
 
   Afterwards, pre-commit will run whenever you commit.
 
-- To run formatting and code-style separately, you can configure your IDE, such as VSCode, to use black and flake8, or run them via the command line:
+- To run formatting and code-style separately, you can configure your IDE, such as VSCode, to use `ruff`, or run it via the command line:
 
-    ```bash
-    cd python
-    flake8 hopsworks
-    black hopsworks
-    ```
+  ```bash
+  # linting
+  ruff check python --fix
+  # formatting
+  ruff format python
+  ```
 
 ### Python documentation
 

python/hopsworks/__init__.py

@@ -13,24 +13,27 @@
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
 #
+from __future__ import annotations
 
-import warnings
+import getpass
 import logging
 import os
 import sys
-import getpass
 import tempfile
+import warnings
 from pathlib import Path
 
-from hopsworks.client.exceptions import RestAPIError, ProjectException
-from hopsworks import version, constants, client
+from hopsworks import client, constants, project, version
+from hopsworks.client.exceptions import ProjectException, RestAPIError
 from hopsworks.connection import Connection
 
+
 # Needs to run before import of hsml and hsfs
 warnings.filterwarnings(action="ignore", category=UserWarning, module=r".*psycopg2")
 
-import hsml  # noqa: F401, E402
 import hsfs  # noqa: F401, E402
+import hsml  # noqa: F401, E402
+
 
 __version__ = version.__version__
 
@@ -62,7 +65,7 @@ def login(
     project: str = None,
     api_key_value: str = None,
     api_key_file: str = None,
-):
+) -> project.Project:
     """Connect to [Serverless Hopsworks](https://app.hopsworks.ai) by calling the `hopsworks.login()` function with no arguments.
 
     ```python

python/hopsworks/core/execution_api.py

@@ -76,3 +76,21 @@ def _delete(self, job_name, id):
             id,
         ]
         _client._send_request("DELETE", path_params)
+
+    def _stop(self, job_name: str, id: int) -> None:
+        _client = client.get_instance()
+        path_params = [
+            "project",
+            self._project_id,
+            "jobs",
+            job_name,
+            "executions",
+            id,
+            "status",
+        ]
+        _client._send_request(
+            "PUT",
+            path_params=path_params,
+            data={"state": "stopped"},
+            headers={"Content-Type": "application/json"},
+        )

python/hopsworks/execution.py

@@ -14,11 +14,12 @@
 #   limitations under the License.
 #
 
-import humps
 import json
-from hopsworks.engine import execution_engine
-from hopsworks.core import execution_api
+
+import humps
 from hopsworks import constants, util
+from hopsworks.core import execution_api
+from hopsworks.engine import execution_engine
 
 
 class Execution:
@@ -212,6 +213,15 @@ def delete(self):
         """
         self._execution_api._delete(self._job.name, self.id)
 
+    def stop(self):
+        """Stop the execution
+        !!! danger "Potentially dangerous operation"
+            This operation stops the execution.
+        # Raises
+            `RestAPIError`.
+        """
+        self._execution_api._stop(self.job_name, self.id)
+
     def await_termination(self):
         """Wait until execution reaches terminal state
         # Raises

python/hopsworks/project.py

@@ -13,21 +13,23 @@
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
 #
+from __future__ import annotations
 
-import humps
 import json
 
-from hopsworks import util, client, constants
+import humps
+from hopsworks import client, constants, util
 from hopsworks.client.external import Client
 from hopsworks.core import (
-    job_api,
-    git_api,
     dataset_api,
-    kafka_api,
-    opensearch_api,
     environment_api,
     flink_cluster_api,
+    git_api,
+    job_api,
+    kafka_api,
+    opensearch_api,
 )
+from hsfs import feature_store
 
 
 class Project:
@@ -101,7 +103,7 @@ def created(self):
         """Timestamp when the project was created"""
         return self._created
 
-    def get_feature_store(self, name: str = None):
+    def get_feature_store(self, name: str = None) -> feature_store.FeatureStore:
         """Connect to Project's Feature Store.
 
         Defaulting to the project name of default feature store. To get a