README.md

metadata

title: Market Analyzing Platform
emoji: 💻
colorFrom: red
colorTo: blue
sdk: docker
pinned: false
license: apache-2.0
short_description: Market Analyzing Platform - Notifications, Tracking, etc

POC Overview

This POC implements a market-wide risk radar using:

• Universe loader for tickers (unofficial lists supported)
• Price ingestion via yfinance
• Price Delta Calculator (drop by default)
• Adaptive thresholds, event detection, and alerting
• In-memory pub/sub topics
• Process pool for price loading

Topics

Defined in configs/topics.yaml:

• market.universe.snapshot
• market.universe.updated
• market.prices.snapshot
• market.price.delta
• risk.event.detected
• risk.envelope.updated
• data.gap.detected
• system.alert.ready

Run

uv sync
uv run python -m src.core.main

App Entrypoint

uv run python app.py

Notes

• yfinance is an unofficial data source and can break or rate-limit.
• Process pool parallelizes price fetching to speed up ingestion.
• Universe loader pulls:
  • US equities from rreichel3/US-Stock-Symbols (unofficial)
  • EU equities from Wikipedia index constituents (FTSE 100, DAX, CAC 40)
  • Crypto from Binance exchangeInfo
  • Commodities from a curated Yahoo Finance futures list
• Universe schema lives in src/core/schemas.py
• Topic taxonomy is loaded from configs/topics.yaml

Telegram Bot

Set environment variables:

export TELEGRAM_BOT_TOKEN=...
export TELEGRAM_CHAT_ID=...

Detailed Architecture Doc

• docs/CURRENT_VERSION.md