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Has anyone tried sports arbitrage betting as a way to make money online?

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python – A library for interacting with Pinnacle Sports Bets API

My code provides the following functionality for interacting with Pinnacle Bets API:

  • retrieving betting history
  • retrieving fixtures (future events)
  • retrieving odds for the given leagues (competitions)
  • retrieving odds for the given events (games)
  • placing a bet

Should you need to get acquainted with the API, it provides documentation.

With that in mind I have some questions:

How to add an abstraction:

  • In every function that makes an HTTP request I handle exceptions the same way which duplicates code. Could it be extracted from there and put into a separate function?
  • The helper functions starting with _determine also have very similar structure. Is it possible to abstract over them?
  • Functions get_leagues_odds() and get_events_odds() do the same job for a bit different inputs. How to union them into a single function?

Logging:

  • Do I use logging in the convenient way? While this question might sound unspecific, I will be happy to get any comments of my logging.

Documentation

  • Are my type annotations appropriate? Do I use it correctly for type aliasing?
  • What information can I add to make docstrings more helpful?

Any feedback beyond my questions is highly appreciated!

pinnacle_api.py

"Library for interacting with Pinnacle API"
from datetime import date, timedelta
from enum import Enum
import json
import logging
import time
from typing import Any, Dict, List, NamedTuple, Union
import uuid
import requests
import auth

# Constants
SOCCER_SPORT_ID = 29
GET_FIXTURES_URL = "https://api.pinnacle.com/v1/fixtures?"
GET_ODDS_URL = "https://api.pinnacle.com/v1/odds?"
GET_SETTLED_BETS_URL = "https://api.pinnacle.com/v2/bets?betlist=SETTLED"
PLACE_BET_URL = "https://api.pinnacle.com/v2/bets/straight"
ODDS_FORMAT = "Decimal"
ACCEPT_BETTER_LINE = "True"
FILL_TYPE = "FILLANDKILL"
WIN_RISK_STAKE = "RISK"
DEFAULT_PERIOD_NUMBER = 0

# Data definitions
Events = List(int)
Fixtures = Dict(Any, Any)
Leagues = List(Any)
Odds = Dict(Any, Any)
RequestParams = Dict(str, Any)
SettledBet = Dict(Any, Any)
SettledBets = List(SettledBet)

class Bet(NamedTuple):
    "Represents a bet to be made on Pinnacle."
    event_id: int
    line_id: int
    bet_type: str
    side: str
    bet_amount: Union(int, float)


class BetSide(Enum):
    "Represents possible bet sides."
    over = 1
    under = 2
    home = 3
    away = 4


class BetType(Enum):
    "Represents possible bet types."
    spreads = 1
    totals = 2


# Function definitions
def get_bets(start: date, end: date) -> Union(SettledBets, None):
    "Gets settled bets between given dates"
    bets: SettledBets = ()

    while start < end:
        end_date = start + timedelta(days=30)
        from_date = start.strftime('%Y-%m-%d')
        to_date = end_date.strftime('%Y-%m-%d')
        logging.info("Getting settled bets from %s to %s", from_date, to_date)
        params = {
            'fromDate': from_date + 'T00:00:00Z',
            'toDate': to_date + 'T00:00:00Z',
        }
        try:
            response = requests.get(GET_SETTLED_BETS_URL, headers=auth.HEADERS, params=params)
        except requests.ConnectionError:
            logging.critical("No Internet connection")
            return None
        except requests.HTTPError:
            logging.warning("An HTTP error occured.")
            return None
        data = response.json()
        if 'straightBets' in data.keys():
            new_bets: SettledBets = (bet for bet in data('straightBets') if not bet in bets
                                     and bet('betStatus') != 'CANCELLED')
            bets.extend(new_bets)
        start += timedelta(days=30)
        time.sleep(1)

    return bets


def get_events_odds(events: Events) -> Union(Odds, None):
    "Gets odds for the given events."
    params: RequestParams = {
        'sportId': SOCCER_SPORT_ID,
        'oddsFormat': ODDS_FORMAT,
        'eventIds': ','.join((str(event) for event in events))
        }
    try:
        response = requests.get(GET_ODDS_URL, headers=auth.HEADERS, params=params)
    except requests.ConnectionError:
        logging.critical("No Internet connection")
        return None
    except requests.HTTPError:
        logging.warning("An HTTP error occured.")
        return None
    logging.info("Events odds have been retrieved.")
    return response.json()


def get_fixtures(leagues: Leagues) -> Union(Fixtures, None):
    "Gets fixtures list for the given leagues."
    params: RequestParams = {
        'sportId': SOCCER_SPORT_ID,
        'leagueIds': leagues,
        }
    try:
        response = requests.get(GET_FIXTURES_URL, headers=auth.HEADERS, params=params)
    except requests.ConnectionError:
        logging.critical("No Internet connection")
        return None
    except requests.HTTPError:
        logging.warning("An HTTP error occured.")
        return None
    if response.text == '':
        logging.info("There are no fixtures available")
        return None
    logging.info("Events have been retrieved.")

    return response.json()


def get_leagues_odds(leagues: Leagues) -> Union(Odds, None):
    "Gets odds for the given leagues"
    params: RequestParams = {
        'sportId': SOCCER_SPORT_ID,
        'oddsFormat': ODDS_FORMAT,
        'leagueIds': ','.join((str(league) for league in leagues)),
        }
    try:
        response = requests.get(GET_ODDS_URL, headers=auth.HEADERS, params=params)
    except requests.ConnectionError:
        logging.critical("No Internet connection")
        return None
    except requests.HTTPError:
        logging.warning("An HTTP error occured.")
        return None
    logging.info("Leagues odds have been retrieved.")
    return response.json()


def get_line_id(odds: Odds) -> int:
    "Gets a line_id for bets on fulltime for the given odds."
    return odds('leagues')(0)('events')(0)('periods')(0)('lineId')


def place_bet(bet: Bet) -> Union(str, None):
    "Sends a POST request to place a bet."
    bet_type = _determine_bet_type(bet.bet_type)
    team_or_side = _determine_team_or_side(bet.side)
    side = _determine_side(bet.side)
    data = json.dumps({
        "uniqueRequestId": str(uuid.uuid4().hex),
        "acceptBetterLine": ACCEPT_BETTER_LINE,
        "stake": bet.bet_amount,
        "winRiskStake": WIN_RISK_STAKE,
        "fillType": FILL_TYPE,
        "sportId": SOCCER_SPORT_ID,
        "eventId": bet.event_id,
        "lineId": bet.line_id,
        "periodNumber": DEFAULT_PERIOD_NUMBER,
        "betType": bet_type,
        team_or_side: side,
        "oddsFormat": ODDS_FORMAT.capitalize(),
    })
    try:
        response = requests.post(PLACE_BET_URL, data=data, headers=auth.HEADERS)
    except requests.ConnectionError:
        logging.critical("No Internet connection")
        return None
    except requests.HTTPError:
        logging.warning("An HTTP error occured.")
        return None
    return response.text


def _determine_bet_type(bet_type):
    "Determines appropriate bet type for making a bet."
    bet_type = bet_type.lower()
    if bet_type == "spreads":
        return "SPREAD"
    if bet_type == "totals":
        return "TOTAL_POINTS"
    raise ValueError(f'bet type should be one of {BetType._member_names_}, {bet_type} given.')


def _determine_team_or_side(side):
    "Determines whether the bet is on totals or on spreads."
    side = side.lower()
    if side in ('over', 'under'):
        return 'side'
    if side in ('home', 'away'):
        return 'team'
    raise ValueError(f'side must be one of (BetSide._member_names_), {side} given.')


def _determine_side(side):
    "Determines appropriate side for making a bet."
    side = side.lower()
    if side in ("over", "under"):
        return side.capitalize()
    if side == "home":
        return "TEAM1"
    if side == "away":
        return "TEAM2"
    raise ValueError(f'side must be one of (over, under, home, away), {side} given.')


if __name__ == '__main__':
    logging.basicConfig(format='%(levelname)s: %(asctime)s %(message)s',
                        filename='pinnacle_api.log', level=logging.DEBUG)

auth.py

"Creates signature and headers for interacting with Pinnacle API"

import base64
from typing import Dict

USERNAME = ''
PASSWORD = ''

def create_signature(username: str, password: str) -> bytes:
    "Given username and password creates base64 encoded signature username:password"

    return base64.b64encode(f'{username}:{password}'.encode('utf-8'))


def create_headers(signature: bytes) -> Dict(str, str):
    "Given a signature creates required headers for interacting with Pinnacle API"

    return  {
        'Content-length' : '0',
        'Content-type'   : 'application/json',
        'Authorization'  : 'Basic ' + signature.decode('utf-8')
        }

SIGNATURE = create_signature(USERNAME, PASSWORD)
HEADERS = create_headers(SIGNATURE)

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Which algorithm can I use to partition sports teams based on their time constraints?

I am writing an application for tournament organizers. These tournaments have games that last 1h. Usually an organizer has access to the infrastructure for certain time slots in the week, e.g. only on business days from 18:00 to 22:00. So when subscribing, teams give their preferred time slots, e.g. we prefer playing on Mondays 18:00-19:00, Tuesdays 19:00-20:00, etc. In the first phase of the tournaments, teams are grouped in pools where they compete to reach finals.

At the end of the subscription period, I want to automatically generate pools, by grouping together the teams that have the most slots in common, so that it is easier to schedule a game.

Which algorithm should I use to do that ? I have searched a bit, and found partitioning algorithms, like the k-medoids, and I was planning to have a try with that. Is it a good idea ?

Some more details:

  • I don’t mind if it takes time to generate the pools.
  • In a tournament there will be maximum ~50 teams
  • Usually organizers have a good idea of how many pools they want to have. They could provide this info.

Thanks for your help !

sports – Wireless Transmit photos to Computer During Events

I shoot sports events. I am using Canon 1dxM3 – I am needing to transfer photos to the computer while I am shooting for clients to view. I am currently doing this with the EOS utility – however – its only decent – but not 100% ideal. I know there are sports photographers that do events that have the images tranferred on the fly. Other than FTP – which seems somewhat overkill for just myself, is anyone having any success with this?? Is there a better software the EOS utility?? I have photomechanic – but not sure it will do what I need. Ideally I need to control the folders the images go into on the computer as well??? I have a wireless transmitter ordered – hoping that may make the job easier for the EOS utility. BUT curious if anyone else has thoughts?

Anyone??? Ideas???

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How Blockchain is Changing Sports



Platinum Crypto Academy


logo.png


How Blockchain is Changing Sports




HOW-BLOCKCHAIN-IS-CHANGING-SPORTS.jpg


Blockchain and Cryptocurrencies are radically changing the FinTech landscape, opening doors for other industries to also benefit from this technology.


#IQONIQ #Blockchain #BecomeOne #Fans #Sports #Blockchaintechnology #Stars #Brands #fintech 


https://www.platinumcryptoacademy.com/crypto-trading-education/top-5-blockchain-projects-improving-the-sports-industry/

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