Add SQL analysis, update environment.yml, and pyproject.toml

.pre-commit-config.yaml

@@ -2,28 +2,28 @@
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v3.2.0
+    rev: v6.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
       - id: check-yaml
       - id: check-added-large-files
   - repo: https://github.com/PyCQA/flake8
-    rev: 7.1.1
+    rev: 7.3.0
     hooks:
       - id: flake8
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.13.0
+    rev: v1.18.2
     hooks:
       - id: mypy
         additional_dependencies: [types-seaborn, polars, pandas-stubs, matplotlib]
         args: ["--ignore-missing-imports", "--strict"]
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.7.1
+    rev: 0.8.1
     hooks:
       - id: nbstripout
   - repo: https://github.com/psf/black
-    rev: 23.12.1 # Replace with latest version
+    rev: 25.9.0 # Replace with latest version
     hooks:
       - id: black
         args: [--line-length=79] # Match flake8's default

pyproject.toml

@@ -0,0 +1,67 @@
+# ========================================
+# pyproject.toml — packaging-focused setup
+# For the "nba" project
+# ========================================
+
+[build-system]
+requires = ["setuptools>=69", "wheel"]
+build-backend = "setuptools.build_meta"
+
+# ----------------------------------------
+# Project metadata (PEP 621)
+# ----------------------------------------
+[project]
+name = "nba"
+version = "0.1.0"
+description = "A data analysis project exploring NBA datasets using Polars, DuckDB, and Pandas."
+readme = "README.md"
+requires-python = ">=3.11"
+license = { text = "MIT" }
+authors = [{ name = "Jacob Schwandt" }]
+maintainers = [{ name = "Jacob Schwandt" }]
+keywords = ["NBA", "data", "DuckDB", "Polars", "Pandas", "basketball"]
+
+# ----------------------------------------
+# Core dependencies (runtime)
+# ----------------------------------------
+dependencies = [
+  "polars",
+  "pandas",
+  "duckdb",
+  "seaborn",
+  "matplotlib",
+  "click",
+]
+
+# ----------------------------------------
+# Optional extras (e.g. dev environment)
+# ----------------------------------------
+[project.optional-dependencies]
+dev = [
+  "pre-commit",
+  "black",
+  "flake8",
+  "mypy",
+  "isort",
+  "pytest",
+  "ipykernel",
+  "kaggle",
+]
+
+# ----------------------------------------
+# Entry points (optional CLI command)
+# ----------------------------------------
+# If your project uses Click to create a CLI tool, expose it here:
+[project.scripts]
+nba-cli = "nba.main:main"
+# This allows users to run "nba-cli" in terminal after installing.
+
+# ----------------------------------------
+# Include/exclude patterns for packaging
+# ----------------------------------------
+[tool.setuptools]
+packages = ["nba"]
+include-package-data = true
+# Optional: specify non-code files to include
+# [tool.setuptools.package-data]
+# nba = ["data/*.csv"]