megaproxy
4572621f5d
Replaces unused Prophet dependency (unrunnable without cmdstan) with SARIMA (statsmodels SARIMAX) as the primary spending forecast algorithm. Strategy: SARIMA(1,1,1)(1,0,1,12) for 12+ months of data, ARIMA(1,1,1) for 6-11 months, Holt-Winters for 3-5 months, simple average below that. Adds 95% confidence bands (1.96σ) alongside existing 80% (1.28σ). Extends forecast horizon from 3 to 6 months and actuals display from 6 to 12 months. Each category now carries an algorithm field surfaced as a badge in the UI. Frontend chart shows both confidence tiers as stacked bar overlays with a 3-month summary grid below. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
58 lines
1.2 KiB
TOML
58 lines
1.2 KiB
TOML
[project]
|
|
name = "finance-tracker"
|
|
version = "0.1.0"
|
|
requires-python = ">=3.12"
|
|
dependencies = [
|
|
"fastapi>=0.115",
|
|
"uvicorn[standard]>=0.30",
|
|
"sqlalchemy[asyncio]>=2.0",
|
|
"asyncpg>=0.30",
|
|
"alembic>=1.14",
|
|
"redis[hiredis]>=5.2",
|
|
"pydantic[email]>=2.10",
|
|
"pydantic-settings>=2.7",
|
|
"argon2-cffi>=23.1",
|
|
"python-jose[cryptography]>=3.3",
|
|
"pyotp>=2.9",
|
|
"qrcode[pil]>=8.0",
|
|
"cryptography>=44.0",
|
|
"yfinance>=0.2",
|
|
"statsmodels>=0.14",
|
|
"numpy>=2.0",
|
|
"scipy>=1.14",
|
|
"pandas>=2.2",
|
|
"joblib>=1.4",
|
|
"apscheduler>=3.10",
|
|
"python-multipart>=0.0.12",
|
|
"httpx>=0.27",
|
|
"python-dateutil>=2.9",
|
|
"slowapi>=0.1.9",
|
|
"structlog>=24.0",
|
|
"pillow>=11.0",
|
|
"python-magic>=0.4",
|
|
"pytesseract>=0.3",
|
|
"pdfplumber>=0.11",
|
|
"pdf2image>=1.17",
|
|
"psycopg2-binary>=2.9",
|
|
]
|
|
|
|
[project.optional-dependencies]
|
|
dev = [
|
|
"pytest>=8.0",
|
|
"pytest-asyncio>=0.24",
|
|
"pytest-cov>=6.0",
|
|
"httpx>=0.27",
|
|
"anyio>=4.0",
|
|
]
|
|
|
|
[build-system]
|
|
requires = ["hatchling"]
|
|
build-backend = "hatchling.build"
|
|
|
|
[tool.pytest.ini_options]
|
|
asyncio_mode = "auto"
|
|
asyncio_default_fixture_loop_scope = "session"
|
|
testpaths = ["tests"]
|
|
|
|
[tool.hatch.build.targets.wheel]
|
|
packages = ["app"]
|