feat: dependency file created and pytest workflow added

Author: Vatsal-Malaviya

.github/workflows/pytest.yml

@@ -0,0 +1,33 @@
+name: Run Tests
+
+on:
+  push:
+    branches: [ '*' ]
+  pull_request:
+    branches: [ '*' ]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.10'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install .[dev]
+
+    - name: Run tests
+      env:
+        HYDRA_CONFIG_PATH: configs
+        HYDRA_CONFIG_NAME: config
+        HYDRA_TRAINING: test
+        TEST_ENV: true
+      run: |
+        python -m pytest tests/ -v

README.md

@@ -11,6 +11,18 @@ MarsBench is an initiative to develop a comprehensive benchmarking platform for
 - **Evaluation:** Test datasets using popular models (e.g., U-Net, SegFormer) and document performance.
 - **Website and Leaderboard:** Develop a website for the MarsBench platform, featuring a leaderboard similar to GLUE or Hugging Face.
 
+## Installation
+
+To install MarsBench and its dependencies:
+
+```bash
+# Install the package with core dependencies
+pip install -e .
+
+# Install with development dependencies (for testing, linting, etc.)
+pip install -e ".[dev]"
+```
+
 ## Tasks and Updates
 
 - **Task 0:** Complete Mars Datasets Documentation. Ensure all datasets have accurate information about train, validation, and test splits, and check for existing SOTA results.

pyproject.toml

@@ -0,0 +1,54 @@
+[build-system]
+requires = ["setuptools>=74.0.0", "wheel>=0.44.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "MarsBench"
+version = "0.1.0"
+description = "A benchmarking suite for composition in machine learning models"
+readme = "README.md"
+requires-python = ">=3.6"
+license = {text = "MIT"}
+authors = [
+    {name = "MarsBench Authors"}
+]
+dependencies = [
+    "torch>=2.4.0",
+    "torchvision>=0.19.0",
+    "pytorch-lightning>=2.4.0",
+    "hydra-core>=1.3.2",
+    "omegaconf>=2.1.0",
+    "pandas>=2.2.2",
+    "pillow>=10.2.0",
+    "segmentation-models-pytorch>=0.4.0",
+    "wandb>=0.18.5",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=8.3.3",
+    "pytest-cov>=5.0.0",
+    "black>=24.8.0",
+    "flake8>=4.0.1",
+    "isort>=5.10.0",
+    "pre-commit>=3.8.0",
+]
+
+[tool.pytest]
+testpaths = ["tests"]
+python_files = "test_*.py"
+filterwarnings = [
+    "ignore::ResourceWarning",
+    "ignore::DeprecationWarning",
+    "ignore:The `srun` command is available on your system but is not used:UserWarning",
+    "ignore:.*cuda initialization.*:UserWarning",
+    "ignore:.*overflow encountered in exp.*:RuntimeWarning",
+]
+
+[tool.black]
+line-length = 120
+target-version = ["py36", "py37", "py38", "py39"]
+
+[tool.isort]
+profile = "black"
+force_single_line = true