Format source code to PEP8 using Ruff (#36)

* added ruff docs

* style: Run ruff and black before yapf pass

* yapf -r -i (23 fixes)

* fixed conf.py and ran ruff format .

* fixed conf.py 2

* formatted argparser.py

* formatted src/rocprof_compute_analyze

* formatted src/rocprof_compute_profile

* formatted soc_base.py

* formatted rocprof_compute_tui

* formatted gui_components

* formatted src/utils

* formatted tests/

* format extra files

* cleanup

* fix test_utils.py

* fixed typos

* Update pyproject.toml

* Update README.md

* Update test_utils.py

---------

Signed-off-by: jamessiddeley-amd <James.Siddeley@amd.com>
Co-authored-by: James Siddeley <James.Siddeley@amd.com>
Co-authored-by: systems-assistant[bot] <systems-assistant[bot]@users.noreply.github.com>

projects/rocprofiler-compute/.pre-commit-config.yaml

@@ -7,13 +7,12 @@ repos:
       - id: check-yaml
       - id: end-of-file-fixer
       - id: trailing-whitespace
-  # Python import sorting
-  - repo: https://github.com/pycqa/isort
-    rev: 6.0.1
+    # Python import sorting and formatting
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    # Ruff version. Check https://github.com/astral-sh/ruff-pre-commit#version-compatibility,
+    # for the latest ruff version supported by the hook.
+    rev: v0.12.7
     hooks:
-      - id: isort
-  # Python formatting (Using this mirror lets us use mypyc-compiled black, which is about 2x faster)
-  - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.1.0
-    hooks:
-      - id: black
+      - id: ruff-check
+        args: [--fix, --exit-non-zero-on-fix]
+      - id: ruff-format