[project]
name = "api-noticia"
version = "0.1.0"
description = "Datalake de notícias esportivas para previsão de bolão"
readme = "README.md"
requires-python = ">=3.11"
dependencies = [
    "httpx>=0.27.0",
    "feedparser>=6.0.11",
    "beautifulsoup4>=4.12.0",
    "lxml>=5.0.0",
    "pydantic>=2.6.0",
    "pydantic-settings>=2.2.0",
    "pandas>=2.2.0",
    "pyarrow>=15.0.0",
    "python-dateutil>=2.9.0",
    "structlog>=24.1.0",
    "fastapi>=0.110.0",
    "uvicorn[standard]>=0.27.0",
    "pyyaml>=6.0.0",
]

[project.optional-dependencies]
ml = [
    "transformers>=4.40.0",
    "datasets>=2.18.0",
    "torch>=2.2.0",
    "peft>=0.12.0",
    "scikit-learn>=1.4.0",
    "mlflow>=2.14.0",
    "lightgbm>=4.0.0",
]
gcp = [
    "google-cloud-bigquery>=3.20.0",
    "google-cloud-storage>=2.16.0",
]
ner = [
    "transformers>=4.40.0",
    "torch>=2.2.0",
]
orchestration = [
    "prefect>=2.19.0",
]
unsloth = [
    "unsloth",
    "datasets>=2.18.0",
    "trl>=0.12.0",
]
sofascore = [
    "curl_cffi>=0.7.0",
]
analytics = [
    "duckdb>=1.0.0",
]
dev = [
    "pytest>=8.0.0",
    "pytest-asyncio>=0.23.0",
    "ruff>=0.3.0",
    "curl_cffi>=0.7.0",
]

[project.scripts]
collect-news = "ingest.cli:main"
daily-sync = "ingest.daily:main"
purge-news = "ingest.purge_news:main"
import-brasileirao = "ingest.fixtures.cli:main"
import-fixtures = "ingest.fixtures.import_cli:main"
sync-gcp = "ingest.gcp.cli:main"
upload-user-csv = "ingest.user_transactions.cli:main"
retrain-with-feedback = "pipelines.feedback_retrain:main"
run-daily-flow = "pipelines.flows.daily:main"
enrich-gold = "pipelines.enrich_gold:main"
train-bolao = "models.train_cli:main"
import-world-cup = "ingest.fixtures.wc_cli:main"
ingest-sofascore = "ingest.sofascore.cli:main"
predict-corners = "pipelines.predict_corners:main"
predict-round = "pipelines.current_round:main"
predict-wc = "pipelines.predict_wc:main"
study-wc-model = "pipelines.wc_study:main"
value-wc-odds = "pipelines.wc_value:main"
fetch-wc-odds = "pipelines.fetch_wc_odds:main"
benchmark-wc-models = "pipelines.wc_benchmark:main"
benchmark-bolao-models = "pipelines.bolao_benchmark:main"
study-wc-calibration = "pipelines.wc_calibration:main"
train-wc = "models.wc_artifact:main"
walkforward-wc-models = "pipelines.wc_walkforward:main"
tune-wc-hyperparams = "pipelines.wc_tune:main"
tune-wc-kxl = "pipelines.wc_kxl_tune:main"
run-pipeline = "pipelines.cli:main"
lake-query = "pipelines.lake_query_cli:main"
mlflow-ui = "pipelines.mlflow_ui:main"

[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[tool.hatch.build.targets.wheel]
packages = ["ingest", "pipelines", "schemas", "models", "api"]

[tool.ruff]
line-length = 100
target-version = "py311"

[tool.pytest.ini_options]
asyncio_mode = "auto"
testpaths = ["tests"]