pyproject.toml

[build-system]
requires = ["setuptools>=68", "wheel"]
build-backend = "setuptools.build_meta"


[project]
name = "sportsdataverse"
version = "0.0.72"
description = "Retrieve Sports data in Python"
readme = "README.md"
license = "MIT"
license-files = ["LICENSE", "NOTICE"]
requires-python = ">=3.9"
keywords = [
    # Leagues + sports
    "nba",
    "wnba",
    "nfl",
    "college football",
    "ncaa basketball",
    "mlb",
    "nhl",
    # Data sources
    "espn",
    "mlb stats api",
    "statcast",
    "baseball savant",
    "nhl edge",
    "nhl api-web",
    # Concepts
    "data",
    "epa",
    "statistics",
    "win probability",
    "play-by-play",
    "web scraping",
    "polars",
    "parser",
]
authors = [
    { name = "Saiem Gilani", email = "saiem.gilani@gmail.com" },
]
maintainers = [
    { name = "Saiem Gilani", email = "saiem.gilani@gmail.com" },
]
classifiers = [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Developers",
    "Topic :: Software Development :: Libraries",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.13",
    "Programming Language :: Python :: 3.14",
]
dependencies = [
    "attrs>=20.3.0",
    "beautifulsoup4>=4.11.0",
    "inflection>=0.5.1",
    "lxml>=4.9.0",
    "matplotlib>=3.5.0",
    "numpy>=1.23.0",
    "pandas>=2.0.0",
    "polars>=1.0,<2.0",
    "pyarrow>=14.0.0",
    "pyjanitor>=0.23.1",
    "requests>=2.28.0",
    "scipy>=1.10.0",
    "tqdm>=4.50.0",
    "scikit-learn>=1.0.0",
    "xgboost>=2.0.0",
    "rapidfuzz>=3.13.0",
    # IANA tz database for zoneinfo on Windows (release.py Toronto timestamps);
    # Linux/macOS use the system database. pandas pins the same marker.
    "tzdata; sys_platform == 'win32'",
]


[project.optional-dependencies]
tests = [
    "black>=22.3.0",
    "curl_cffi>=0.6.0",
    "flake8>=5.0.0",
    "isort>=5.10.1",
    "mypy>=1.0.0",
    "pycln>=2.1.6",
    "pydocstyle>=6.3.0",
    "pytest>=6.0.2",
    "pytest-cov>=2.10.1",
    "pytest-xdist>=2.1.0",
    "ruff>=0.1.0",
]
models = [
    "beautifulsoup4>=4.11.0",
    "inflection>=0.5.1",
    "requests>=2.28.0",
    "lxml>=4.9.0",
    "pyarrow>=14.0.0",
    "pyjanitor>=0.23.1",
    "scipy>=1.10.0",
    "matplotlib>=3.5.0",
    "tqdm>=4.50.0",
    "attrs>=20.3.0",
    "scikit-learn>=1.0.0",
    "xgboost>=2.0.0",
]
pff = [
    # Optional headless-browser auth for PFF Premium: point SDV_PY_PFF_STORAGE_STATE
    # at a saved Playwright storage_state JSON and pff_runtime auto-refreshes the
    # short-lived Clerk session cookies. Also needs `playwright install chromium`.
    "playwright>=1.40",
]
all = [
    # Mirrors `tests + models`. Kept explicit (rather than referencing the other
    # groups) because PEP 621 does not have a "union of groups" mechanism that
    # older pip / build-frontends understand uniformly.
    "black>=22.3.0",
    "curl_cffi>=0.6.0",
    "flake8>=5.0.0",
    "isort>=5.10.1",
    "mypy>=1.0.0",
    "pycln>=2.1.6",
    "pydocstyle>=6.3.0",
    "pytest>=6.0.2",
    "pytest-cov>=2.10.1",
    "pytest-xdist>=2.1.0",
    "ruff>=0.1.0",
    "beautifulsoup4>=4.11.0",
    "inflection>=0.5.1",
    "requests>=2.28.0",
    "lxml>=4.9.0",
    "pyarrow>=14.0.0",
    "pyjanitor>=0.23.1",
    "scipy>=1.10.0",
    "matplotlib>=3.5.0",
    "tqdm>=4.50.0",
    "attrs>=20.3.0",
    "scikit-learn>=1.0.0",
    "xgboost>=2.0.0",
    "playwright>=1.40",
    # NCAA (stats.ncaa.org) browser transport -- anti-detect fork of Playwright
    # that clears Akamai bm-verify; vanilla Playwright is flagged. See mbb_ncaa_fetch.
    "patchright>=1.50",
]


[project.urls]
Homepage = "https://github.com/sportsdataverse/sportsdataverse-py"
Documentation = "https://py.sportsdataverse.org/"
Repository = "https://github.com/sportsdataverse/sportsdataverse-py"
"Bug Tracker" = "https://github.com/sportsdataverse/sportsdataverse-py/issues"
Changelog = "https://github.com/sportsdataverse/sportsdataverse-py/blob/main/CHANGELOG.md"

# Console script — `sdv` CLI for find-team / find-athlete / find-event /
# list-functions / function-count / cache subcommands. See
# `sportsdataverse/cli.py` for the argparse-driven dispatch.
[project.scripts]
sdv = "sportsdataverse.cli:main"


# PEP 735 dependency groups — dev-only deps that shouldn't ship as
# user-facing extras. uv sync resolves these by name (`uv sync --group test`)
# or in bulk (`uv sync --all-groups --all-extras`).
#
# `[project.optional-dependencies]` above is retained for legacy
# `pip install sportsdataverse[tests]` invocations; new contributor flows
# should prefer `uv sync --all-groups --all-extras`.
[dependency-groups]
test = [
    "pytest>=7.0",
    "pytest-cov>=4.0",
    "pytest-xdist>=3.0",
    # Executes examples/notebooks/*.ipynb as pytest items (`pytest --nbmake`).
    # Opt-in via the flag, so the normal suite is unaffected; the live-tests-cron
    # workflow runs it against the real APIs.
    "nbmake>=1.5",
]
lint = [
    "mypy>=1.0",
    # Stubs for `requests` so the mypy ratchet can check modules that import it
    # (e.g. errors.py, mlb_statcast_runtime.py via dl_utils). Without these mypy
    # emits an import-untyped error under the strict gate.
    "types-requests>=2.28.0",
    # Pinned to match the pre-commit ruff hook (.pre-commit-config.yaml). The codegen
    # generator formats its output with this ruff, so build/--check and the commit hook
    # must agree byte-for-byte; a floating version reintroduces format drift.
    "ruff==0.15.12",
]
dev = [
    {include-group = "test"},
    {include-group = "lint"},
    "build>=1.0",
    # Parses function docstrings (Google/NumPy/Sphinx) so the codegen autodoc pages
    # can render Args/Returns/Examples tables. Build-time only; never ships to users.
    "docstring_parser>=0.16",
    "ipykernel>=6.0",  # for executing examples/notebooks/*.ipynb locally
    "jinja2>=3.1",
    # tools/codegen/render_notebooks.py executes the example notebooks and renders
    # them to docs/docs/tutorials/ (run weekly in live-tests-cron). nbclient runs
    # them; nbconvert turns them into markdown. Build/CI-time only.
    "json5>=0.15.0",
    "nbclient>=0.10",
    "nbconvert>=7.0",
    "nbformat>=5.0",
    "pre-commit>=3.0",
    "pyyaml>=6.0",
    "twine>=4.0",
]


[tool.setuptools]
include-package-data = true

[tool.setuptools.packages.find]
where = ["."]
exclude = ["tests*", "docs*", "examples*", "archive*"]

[tool.setuptools.package-data]
# ``py.typed`` is the PEP 561 marker that tells downstream type checkers this
# package ships inline type information.
sportsdataverse = ["cfb/models/*", "cricket/models/*", "mbb/data/*", "mbb/models/*", "mlb/models/*", "nba/models/*", "nfl/models/*", "nhl/models/*", "wbb/data/*", "py.typed"]


[tool.isort]
profile = "black"
# Note: `known_first_party = ["functions", "queries", "db_utils"]` was the
# copy-pasted starter; sdv-py's first-party package is `sportsdataverse`.
known_first_party = ["sportsdataverse"]
add_imports = ["from __future__ import annotations"]


[tool.ruff]
line-length = 120
fix = true
show-fixes = true
exclude = [
    "venv",
    "env",
    ".venv",
    ".env",
    "__pycache__",
    "build",
    "dist",
    "*.ipynb",
    # Deliberately-malformed lint fixture (tests the unparseable-file path);
    # it is not real source and ruff cannot build its AST.
    "tests/contracts/fixtures/lint_python/broken.py",
]


[tool.ruff.lint]
fixable = ["ALL"]
ignore = [
    "E501",  # line too long — long URLs / docstring tables
    "E402",  # module-level imports not at top — sometimes intentional after sys.path setup
    "F601",  # repeated dict literal key
    "F841",  # local variable assigned but never used (legacy pbp parsers)
    # The codebase intentionally uses `pl.col(...) == True/False` for polars
    # boolean masks because the polars expression engine requires it
    # (`is True/False` doesn't work on `pl.Expr`). See CLAUDE.md.
    "E712",
]


[tool.ruff.lint.per-file-ignores]
# Star-imports + re-exports are intentional in package __init__ files.
"sportsdataverse/__init__.py" = ["F401", "F403"]
"sportsdataverse/**/__init__.py" = ["F401", "F403"]


[tool.ruff.format]
skip-magic-trailing-comma = false
# Always emit LF so generated/formatted files are byte-identical across
# platforms (Windows runs otherwise produced CRLF, showing as phantom diffs).
line-ending = "lf"


[tool.mypy]
# 3.12 (not the 3.9 floor): modern dep stubs (numpy 2.3+, which itself requires py3.11+)
# use PEP 695 `type` aliases that mypy rejects under an older target. The curated modules
# below stay 3.9-compatible regardless; this only sets the type-checker's target syntax.
python_version = "3.12"
# Strict-typing ratchet via ``files`` (NOT ``[[tool.mypy.overrides]]``): the gate
# checks ONLY the curated modules listed below, in isolation. This is deliberate
# and load-bearing -- ``files`` scopes *which* modules are checked, whereas
# ``[[tool.mypy.overrides]]`` only tunes per-module strictness and cannot keep the
# legacy surface out of scope. A whole-package run (what an overrides-based gate
# would do) surfaces ~95 genuine pre-existing type errors plus ~2800 missing
# annotations in not-yet-typed modules, which would make the gate permanently red.
# ``follow_imports = "skip"`` makes imported symbols ``Any`` so a checked module
# never drags an unchecked one into scope. Promote a module by appending it here
# once it types cleanly. Run locally with ``uv run mypy`` (no args -- list is here).
follow_imports = "skip"
ignore_missing_imports = true
disallow_untyped_defs = true
disallow_incomplete_defs = true
warn_unused_ignores = true
warn_redundant_casts = true
files = [
    "sportsdataverse/_deprecation.py",
    "sportsdataverse/_rds.py",
    "sportsdataverse/release.py",
    "sportsdataverse/_common/__init__.py",
    "sportsdataverse/_common/metrics.py",
    "sportsdataverse/_common/ratings.py",
    "sportsdataverse/errors.py",
    "sportsdataverse/cfb/cfb_adjusted_epa.py",
    "sportsdataverse/cfb/cfb_advanced_constants.py",
    "sportsdataverse/cfb/cfb_advanced_stats.py",
    "sportsdataverse/cfb/cfb_field_position.py",
    "sportsdataverse/cfb/cfb_ncaa_pbp.py",
    "sportsdataverse/cfb/cfb_ncaa_box.py",
    "sportsdataverse/cfb/cfb_opponent_adjust.py",
    "sportsdataverse/cfb/cfb_crosswalk.py",
    "sportsdataverse/cfb/cfb_fox_ext.py",
    "sportsdataverse/cfb/cfb_draft_projection.py",
    "sportsdataverse/cfb/cfb_game_predict.py",
    "sportsdataverse/cfb/cfb_prediction_constants.py",
    "sportsdataverse/cfb/cfb_projection_constants.py",
    "sportsdataverse/cfb/cfb_ratings.py",
    "sportsdataverse/cfb/cfb_recruiting_projection.py",
    "sportsdataverse/cfb/cfb_returning_production.py",
    "sportsdataverse/cfb/cfb_roster_talent.py",
    "sportsdataverse/cfb/cfb_resume.py",
    "sportsdataverse/cfb/cfb_season_odds.py",
    "sportsdataverse/cfb/cfb_simulations.py",
    "sportsdataverse/cfb/cfb_standings.py",
    "sportsdataverse/cfb/cfb_tempo.py",
    "sportsdataverse/cfb/cfb_transfer_impact.py",
    "sportsdataverse/cfb/cfb_yahoo_ext.py",
    "sportsdataverse/nfl/config.py",
    "sportsdataverse/nfl/model_vars.py",
    "sportsdataverse/nfl/nfl_build.py",
    "sportsdataverse/nfl/nfl_availability.py",
    "sportsdataverse/nfl/nfl_draft_model.py",
    "sportsdataverse/nfl/nfl_fourth_down.py",
    "sportsdataverse/nfl/nfl_gamescript.py",
    "sportsdataverse/nfl/nfl_kicker_rating.py",
    "sportsdataverse/nfl/nfl_line_grades.py",
    "sportsdataverse/nfl/nfl_ngs_constants.py",
    "sportsdataverse/nfl/nfl_ngs_tracking.py",
    "sportsdataverse/nfl/nfl_playcall.py",
    "sportsdataverse/nfl/nfl_projection.py",
    "sportsdataverse/nfl/nfl_projection_constants.py",
    "sportsdataverse/nfl/nfl_scheme_constants.py",
    "sportsdataverse/nfl/nfl_special_teams.py",
    "sportsdataverse/nfl/nfl_usage_projection.py",
    "sportsdataverse/nfl/nfl_players.py",
    "sportsdataverse/nfl/nfl_market.py",
    "sportsdataverse/nfl/nfl_player_props.py",
    "sportsdataverse/nfl/nfl_prediction_constants.py",
    "sportsdataverse/nfl/nfl_ratings.py",
    "sportsdataverse/nfl/nfl_roster_builder.py",
    "sportsdataverse/nfl/nfl_season_standings.py",
    "sportsdataverse/nfl/nfl_simulations.py",
    "sportsdataverse/nfl/nfl_stats.py",
    "sportsdataverse/nfl/pff_runtime.py",
    "sportsdataverse/nfl/pff_parsers.py",
    "sportsdataverse/nfl/pff_league.py",
    "sportsdataverse/nfl/utils_date.py",
    "sportsdataverse/mlb/mlb_statcast_runtime.py",
    "sportsdataverse/mlb/mlb_statcast_parsers.py",
    "sportsdataverse/mlb/mlb_statcast_extra.py",
    "sportsdataverse/mlb/mlb_game_state_constants.py",
    "sportsdataverse/mlb/mlb_run_expectancy.py",
    "sportsdataverse/mlb/mlb_win_expectancy.py",
    "sportsdataverse/mlb/mlb_umpire_zone.py",
    "sportsdataverse/mlb/mlb_team_projection.py",
    "sportsdataverse/mlb/mlb_prop_projection.py",
    "sportsdataverse/mlb/mlb_pitching_constants.py",
    "sportsdataverse/mlb/mlb_pitch_features.py",
    "sportsdataverse/mlb/mlb_stuff_plus.py",
    "sportsdataverse/mlb/mlb_command_plus.py",
    "sportsdataverse/mlb/mlb_pitch_era.py",
    "sportsdataverse/mlb/mlb_pitch_fatigue.py",
    "sportsdataverse/mlb/mlb_pitch_classify.py",
    "sportsdataverse/mlb/mlb_pitch_sequencing.py",
    "sportsdataverse/mlb/mlb_pitch_injury.py",
    "sportsdataverse/mlb/mlb_hitting_constants.py",
    "sportsdataverse/mlb/mlb_expected_stats.py",
    "sportsdataverse/mlb/mlb_swing_decision.py",
    "sportsdataverse/mlb/mlb_expected_home_runs.py",
    "sportsdataverse/mlb/mlb_batter_projection.py",
    "sportsdataverse/mlb/mlb_run_values.py",
    "sportsdataverse/mlb/mlb_catcher_framing.py",
    "sportsdataverse/mlb/mlb_catcher_defense.py",
    "sportsdataverse/mlb/mlb_fielding_oaa.py",
    "sportsdataverse/mlb/mlb_baserunning.py",
    "sportsdataverse/mlb/mlb_stolen_base.py",
    "sportsdataverse/cfb/on3_runtime.py",
    "sportsdataverse/cfb/on3_parsers.py",
    "sportsdataverse/cfb/on3_rankings.py",
    "sportsdataverse/cfb/sports247_runtime.py",
    "sportsdataverse/cfb/sports247_parsers.py",
    "sportsdataverse/cfb/sports247_site_pages_runtime.py",
    "sportsdataverse/cfb/sports247_site_pages_parsers.py",
    "sportsdataverse/nba/nba_stats_runtime.py",
    "sportsdataverse/nba/nba_stats_parsers.py",
    "sportsdataverse/nba/nba_pbp_constants.py",
    "sportsdataverse/nba/nba_enhanced_pbp.py",
    "sportsdataverse/nba/nba_lineups.py",
    "sportsdataverse/nba/tools/capture_boxv3_periods.py",
    "sportsdataverse/nba/nba_possessions.py",
    "sportsdataverse/nba/nba_play_context_constants.py",
    "sportsdataverse/nba/nba_play_context.py",
    "sportsdataverse/nba/nba_shot_zones.py",
    "sportsdataverse/nba/nba_shot_value_constants.py",
    "sportsdataverse/nba/nba_shot_value.py",
    "sportsdataverse/wnba/wnba_shot_value.py",
    "sportsdataverse/nba/nba_tracking_value_constants.py",
    "sportsdataverse/nba/nba_tracking_value.py",
    "sportsdataverse/wnba/wnba_tracking_value.py",
    "sportsdataverse/nba/nba_tracking.py",
    "sportsdataverse/nba/nba_rapm.py",
    "sportsdataverse/nba/nba_prediction_constants.py",
    "sportsdataverse/nba/nba_team_ratings.py",
    "sportsdataverse/nba/nba_game_predict.py",
    "sportsdataverse/nba/nba_clutch.py",
    "sportsdataverse/nba/nba_player_props.py",
    "sportsdataverse/wnba/wnba_team_ratings.py",
    "sportsdataverse/wnba/wnba_game_predict.py",
    "sportsdataverse/wnba/wnba_clutch.py",
    "sportsdataverse/wnba/wnba_player_props.py",
    "sportsdataverse/wnba/wnba_stats_runtime.py",
    "sportsdataverse/wnba/wnba_stats_parsers.py",
    "sportsdataverse/wnba/wnba_engine.py",
    "sportsdataverse/nbagl/nbagl_engine.py",
    "sportsdataverse/nhl/nhl_prediction_constants.py",
    "sportsdataverse/nhl/nhl_team_ratings.py",
    "sportsdataverse/nhl/nhl_market.py",
    "sportsdataverse/nhl/nhl_player_props.py",
    "sportsdataverse/pwhl/pwhl_prediction_constants.py",
    "sportsdataverse/pwhl/pwhl_team_ratings.py",
    "sportsdataverse/pwhl/pwhl_market.py",
    "sportsdataverse/pwhl/pwhl_player_props.py",
    "sportsdataverse/mbb/mbb_lineup_stats.py",
    "sportsdataverse/mbb/mbb_ratings.py",
    "sportsdataverse/mbb/mbb_luck.py",
    "sportsdataverse/mbb/mbb_rapm.py",
    "sportsdataverse/mbb/mbb_positions.py",
    "sportsdataverse/mbb/mbb_prediction_constants.py",
    "sportsdataverse/mbb/mbb_team_ratings.py",
    "sportsdataverse/mbb/mbb_player_value_constants.py",
    "sportsdataverse/mbb/mbb_box_bpm.py",
    "sportsdataverse/mbb/mbb_archetypes.py",
    "sportsdataverse/mbb/mbb_recruiting_projection.py",
    "sportsdataverse/mbb/mbb_transfer_projection.py",
    "sportsdataverse/mbb/mbb_draft_projection.py",
    "sportsdataverse/wbb/wbb_player_value_constants.py",
    "sportsdataverse/wbb/wbb_box_bpm.py",
    "sportsdataverse/wbb/wbb_archetypes.py",
    "sportsdataverse/wbb/wbb_recruiting_projection.py",
    "sportsdataverse/wbb/wbb_transfer_projection.py",
    "sportsdataverse/wbb/wbb_draft_projection.py",
    "sportsdataverse/mbb/mbb_shot_quality_constants.py",
    "sportsdataverse/mbb/mbb_shots_adapter.py",
    "sportsdataverse/mbb/mbb_shot_quality.py",
    "sportsdataverse/mbb/mbb_shot_selection.py",
    "sportsdataverse/mbb/mbb_shooter_talent.py",
    "sportsdataverse/wbb/wbb_shot_quality_constants.py",
    "sportsdataverse/wbb/wbb_shots_adapter.py",
    "sportsdataverse/wbb/wbb_shot_quality.py",
    "sportsdataverse/wbb/wbb_shot_selection.py",
    "sportsdataverse/wbb/wbb_shooter_talent.py",
    "sportsdataverse/mbb/mbb_game_predict.py",
    "sportsdataverse/mbb/mbb_strength_of_schedule.py",
    "sportsdataverse/mbb/mbb_bracketology.py",
    "sportsdataverse/mbb/mbb_win_prob.py",
    "sportsdataverse/mbb/mbb_season_sim.py",
    "sportsdataverse/wbb/wbb_play_by_play.py",
    "sportsdataverse/wbb/wbb_player_box.py",
    "sportsdataverse/wbb/wbb_season_producers.py",
    "sportsdataverse/wnba/wnba_play_by_play.py",
    "sportsdataverse/wnba/wnba_player_box.py",
    "sportsdataverse/wnba/wnba_season_producers.py",
    "sportsdataverse/wnba/wnba_team_box.py",
    "sportsdataverse/wbb/wbb_prediction_constants.py",
    "sportsdataverse/wbb/wbb_team_box.py",
    "sportsdataverse/wbb/wbb_team_ratings.py",
    "sportsdataverse/wbb/wbb_game_predict.py",
    "sportsdataverse/wbb/wbb_strength_of_schedule.py",
    "sportsdataverse/wbb/wbb_bracketology.py",
    "sportsdataverse/wbb/wbb_win_prob.py",
    "sportsdataverse/wbb/wbb_season_sim.py",
    "sportsdataverse/mbb/mbb_ncaa_models.py",
    "sportsdataverse/mbb/mbb_ncaa_events.py",
    "sportsdataverse/mbb/mbb_ncaa_fetch.py",
    "sportsdataverse/mbb/mbb_ncaa_possessions.py",
    "sportsdataverse/mbb/mbb_ncaa_data_quality.py",
    "sportsdataverse/mbb/mbb_ncaa_names.py",
    "sportsdataverse/mbb/mbb_ncaa_stints.py",
    "sportsdataverse/mbb/mbb_ncaa_stint_validation.py",
    "sportsdataverse/mbb/mbb_ncaa_lineup_enrich.py",
    "sportsdataverse/mbb/mbb_ncaa_html.py",
    "sportsdataverse/mbb/mbb_ncaa_roster_parser.py",
    "sportsdataverse/mbb/mbb_ncaa_boxscore_parser.py",
    "sportsdataverse/mbb/mbb_ncaa_pbp_parser.py",
    "sportsdataverse/mbb/mbb_ncaa_team_parsers.py",
    "sportsdataverse/mbb/mbb_ncaa_shot_parser.py",
    "sportsdataverse/mbb/mbb_ncaa_pbp_glue.py",
    "sportsdataverse/mbb/mbb_ncaa_strength.py",
    "sportsdataverse/mbb/mbb_ncaa_lineup_aggregation.py",
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