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Python client for Telonex prediction market data API

Project description

telonex

Python SDK for Telonex - prediction market data provider.

PyPI version Python 3.9+ License: MIT

Installation

pip install telonex

For DataFrame support:

pip install telonex[dataframe]  # pandas support
pip install telonex[polars]     # polars support
pip install telonex[all]        # both

Quick Start

Download Data to Disk

from telonex import download

# Download using asset_id
download(
    api_key="your-api-key",
    exchange="polymarket",
    channel="quotes",
    asset_id="21742633143463906290569050155826241533067272736897614950488156847949938836455",
    from_date="2025-01-01",
    to_date="2025-01-07",
    download_dir="./data",
)

# Download using slug + outcome
download(
    api_key="your-api-key",
    exchange="polymarket",
    channel="book_snapshot_5",
    slug="will-trump-win-2024",
    outcome="Yes",
    from_date="2025-01-01",
    to_date="2025-01-07",
)

Load Directly into DataFrame

from telonex import get_dataframe

# Load into pandas DataFrame
df = get_dataframe(
    api_key="your-api-key",
    exchange="polymarket",
    channel="quotes",
    slug="will-trump-win-2024",
    outcome="Yes",
    from_date="2025-01-01",
    to_date="2025-01-07",
)

# Load into polars DataFrame
df = get_dataframe(
    api_key="your-api-key",
    exchange="polymarket",
    channel="quotes",
    asset_id="21742633...",
    from_date="2025-01-01",
    to_date="2025-01-07",
    engine="polars",
)

Async Support

import asyncio
from telonex import download_async

async def main():
    await download_async(
        api_key="your-api-key",
        exchange="polymarket",
        channel="book_snapshot_5",
        asset_id="21742633...",
        from_date="2025-01-01",
        to_date="2025-01-07",
    )

asyncio.run(main())

Check Data Availability

from telonex import get_availability

# Check what date ranges are available (no API key required)
availability = get_availability(
    exchange="polymarket",
    asset_id="21742633143463906290569050155826241533067272736897614950488156847949938836455",
)

# Returns a dict with channel availability
for channel, dates in availability["channels"].items():
    print(f"{channel}: {dates['from_date']} to {dates['to_date']}")

Dataset Downloads (No API Key Required)

from telonex import get_markets_dataframe, get_tags_dataframe

# Browse all available markets
markets = get_markets_dataframe(exchange="polymarket")
print(f"Found {len(markets)} markets")

# Filter to markets with trade data
has_trades = markets[markets['trades_from'] != '']
print(has_trades[['slug', 'question', 'status']].head())

# Get tag definitions
tags = get_tags_dataframe(exchange="polymarket")

Or download to disk:

from telonex import download_markets, download_tags

path = download_markets(exchange="polymarket", download_dir="./data")
path = download_tags(exchange="polymarket", download_dir="./data")

Identifier Options

You can identify the data you want using one of these combinations:

Option Parameters Example
Asset ID asset_id asset_id="21742633..."
Market ID + Outcome market_id, outcome market_id="0xabc...", outcome="Yes"
Market ID + Outcome ID market_id, outcome_id market_id="0xabc...", outcome_id=0
Slug + Outcome slug, outcome slug="will-trump-win", outcome="Yes"
Slug + Outcome ID slug, outcome_id slug="will-trump-win", outcome_id=0

Available Channels

Channel Description
quotes Trade quotes/prices
book_snapshot_5 Order book snapshots (top 5 levels)
book_snapshot_25 Order book snapshots (top 25 levels)
book_snapshot_full Full order book snapshots
onchain_fills On-chain trades with maker/taker addresses

Parameters

download() / download_async()

Returns: List[str] - List of downloaded file paths

Parameter Type Default Description
api_key str required Telonex API key
exchange str required Exchange name (e.g., "polymarket")
channel str required Data channel
from_date str required Start date (inclusive), YYYY-MM-DD
to_date str required End date (exclusive), YYYY-MM-DD
download_dir str "./datasets" Directory to save files
concurrency int 5 Max concurrent downloads
verbose bool False Enable verbose logging
force_download bool False Re-download even if file exists

get_dataframe()

Returns: pandas.DataFrame or polars.DataFrame

Same parameters as above, plus:

Parameter Type Default Description
engine str "pandas" DataFrame engine ("pandas" or "polars")
download_dir str "./datasets" Directory to save files

get_availability() / get_availability_async()

Returns: dict - Availability info with channel date ranges

Parameter Type Default Description
exchange str required Exchange name (e.g., "polymarket")
asset_id str None Asset/token ID
market_id str None Market ID (requires outcome)
slug str None Market slug (requires outcome)
outcome str None Outcome label (e.g., "Yes")
outcome_id int None Outcome index (0 or 1)

Note: No API key required for availability endpoints.

Error Handling

from telonex import (
    download,
    get_availability,
    AuthenticationError,
    NotFoundError,
    RateLimitError,
    EntitlementError,
)

# Download errors
try:
    download(...)
except AuthenticationError:
    print("Invalid API key")
except RateLimitError as e:
    print(f"Rate limited, retry after {e.retry_after}s")
except EntitlementError as e:
    print(f"Access denied. Downloads remaining: {e.downloads_remaining}")

Caching

Downloaded files are cached locally. If a file already exists, it won't be re-downloaded. To force re-download, delete the cached file or use a different download_dir.

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