predictoor-data 0.1.0

A package for fetching historical and prediction data

predictoor-data

Python client for accessing Predictoor data and predictions on Ocean Protocol.

Installation

Install via pip:

pip install predictoor-data

Or install from source:

git clone https://github.com/oceanprotocol/predictoor-data
cd predictoor-data
pip install -e .

Quick Start

from predictoor_data import PredictoorClient
from datetime import datetime

# Initialize client
# private key can also be set using PREDICTOOR_PRIVATE_KEY env var
client = PredictoorClient(private_key="your-private-key")  # private_key is optional

# Get current prediction
stake_up, stake_down = client.get_prediction("BTC/USDT", "5m")
print(f"Up stake: {stake_up/1e18} OCEAN")
print(f"Down stake: {stake_down/1e18} OCEAN")

# Fetch historical data
historical_data = client.fetch_historical(
    datetime(2024, 9, 1),
    datetime(2024, 9, 30),
    "BTC/USDT",
    "5m"
)

API Reference

PredictoorClient

Constructor

client = PredictoorClient(private_key=None)

• private_key: Optional. Your private key for authentication. Can also be set via PREDICTOOR_PRIVATE_KEY environment variable.

Methods

get_prediction(pair: str, timeframe: str) -> Tuple[int, int]

Get current prediction for a trading pair. If the subscription doesn't exist raises an error.

stake_up, stake_down = client.get_prediction("BTC/USDT", "5m")

• pair: Trading pair (e.g., "BTC/USDT", "ETH/USDT")
• timeframe: Time interval ("5m", "1h")
• Returns: Tuple of (stake_up, stake_down) in wei

subscribe_and_get_prediction(pair: str, timeframe: str) -> Tuple[int, int]

If the subscription doesn't exist, subscribes to a trading pair and get current prediction.

stake_up, stake_down = client.subscribe_and_get_prediction("BTC/USDT", "5m")

fetch_historical(start_date: datetime, end_date: datetime, pair: str, timeframe: str) -> pd.DataFrame

Fetch historical prediction data.

df = client.fetch_historical(
    datetime(2023, 1, 1),
    datetime(2023, 1, 31),
    "BTC/USDT",
    "5m"
)

Returns DataFrame with columns:

• slot_start: Start time of prediction slot
• slot_target: Target time for prediction
• stake_up: Amount staked on price going up
• stake_down: Amount staked on price going down

Supported Trading Pairs

Check predictoor.ai