Data Factory.io Developer & Quant Guide

from datafactory import Client

# Initialize Client (auto-detects local warehouse or falls back to edge HTTPS)
client = Client(endpoint="https://www.techplayground.in/api/v1")

# Fetch macro regime signals
regimes = client.fetch_macro_regimes(limit=250)
print(f"Loaded {len(regimes)} regime records. Current regime: {regimes['macro_regime'].iloc[-1]}")

# Fetch real-time streaming order flow
for tick in client.stream_orderflow(symbol="BTCUSDT"):
    print(f"[{tick['timestamp']}] Price: {tick['price']} | Delta: {tick['volume_delta']} | CVD: {tick['cvd']}")
    if break_condition:
        break