hootnot/oanda-api-v20 hootnot/oanda-api-v20

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hootnot/oanda-api-v20
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Repository Details

OANDA REST-V20 API wrapper. Easy access to OANDA's REST v20 API with oandapyV20 package. Checkout the Jupyter notebooks!

OANDA REST-V20 API wrapper

As of march 2018 OANDA no longer supports the v1 REST-API. The only pending V20 endpoint was the forexlabs endpoint. Instead of launching forexlabs as a V20-endpoint, OANDA choose to support this endpoint from the v1 REST interface, see: http://developer.oanda.com/rest-live-v20/forexlabs-ep/.

Build Documentation Status Code Health Coverage Pypi Python versions Codacy

Interactive

Jupyter

Using the Jupyter notebook it is easy to play with the oandapyV20 library.

TOC

Install

$ pip install oandapyV20

or the latest development version from github:

$ pip install git+https://github.com/hootnot/oanda-api-v20.git

If you want to run the tests, clone the repository:

$ git clone https://github.com/hootnot/oanda-api-v20
$ cd oanda-api-v20

# install necessary packages for testing
$ grep "\- pip install" .travis.yml |
> while read LNE
> do `echo $LNE| cut -c2-` ; done

$ python setup.py test
$ python setup.py install

Examples are provided in the https://github.com/hootnot/oandapyV20-examples repository.

Design

In the V20-library endpoints are represented as APIRequest objects derived from the APIRequest base class. Each endpoint group (accounts, trades, etc.) is represented by it's own (abstract) class covering the functionality of all endpoints for that group. Each endpoint within that group is covered by a class derived from the abstract class.

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Client

The V20-library has a client class (API) which processes APIRequest objects.

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contrib.requests

The contrib.request package offers classes providing an easy way to construct the data for the data parameter of the OrderCreate endpoint or the TradeCRCDO (Create/Replace/Cancel Dependent Orders).

mktOrder = MarketOrderRequest(instrument="EUR_USD",
     units=10000,
     takeProfitOnFill=TakeProfitDetails(price=1.10).data,
     stopLossOnFill=StopLossDetails(price=1.07).data
).data


instead of:
mktOrder = {'order': {
               'timeInForce': 'FOK',
               'instrument': 'EUR_USD',
               'positionFill': 'DEFAULT',
               'units': '10000',
               'type': 'MARKET',
               'takeProfitOnFill': {
                   'timeInForce': 'GTC',
                   'price': '1.10000'}
               }
               'stopLossOnFill': {
                   'timeInForce': 'GTC',
                   'price': '1.07000'}
               }
           }

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contrib.factories

The contrib.factories module offers classes providing an easy way generate requests. Downloading historical data is limited to 5000 records per request. This means that you have to make consecutive requests with change of parameters if you want more than 5000 records.

The InstrumentsCandlesFactory solves this by generating the requests for you, example:

import sys
import json

from oandapyV20.contrib.factories import InstrumentsCandlesFactory
from oandapyV20 import API

access_token = "..."

client = API(access_token=access_token)

_from = sys.argv[1]
_to = sys.argv[2]
gran = sys.argv[3]
instr = sys.argv[4]

params = {
    "granularity": gran,
    "from": _from,
    "to": _to
}

def cnv(r, h):
    for candle in r.get('candles'):
        ctime = candle.get('time')[0:19]
        try:
            rec = "{time},{complete},{o},{h},{l},{c},{v}".format(
                time=ctime,
                complete=candle['complete'],
                o=candle['mid']['o'],
                h=candle['mid']['h'],
                l=candle['mid']['l'],
                c=candle['mid']['c'],
                v=candle['volume'],
            )
        except Exception as e:
            print(e, r)
        else:
            h.write(rec+"\n")

with open("/tmp/{}.{}.out".format(instr, gran), "w") as O:
    for r in InstrumentsCandlesFactory(instrument=instr, params=params):
        print("REQUEST: {} {} {}".format(r, r.__class__.__name__, r.params))
        rv = client.request(r)
        cnv(r.response, O)

When running this:

$ python oandahist.py 2017-01-01T00:00:00Z 2017-06-30T00:00:00Z H4 EUR_USD
REQUEST: v3/instruments/EUR_USD/candles InstrumentsCandles
{'to': '2017-03-25T08:00:00Z',
 'from': '2017-01-01T00:00:00Z', 'granularity': 'H4'}
REQUEST: v3/instruments/EUR_USD/candles InstrumentsCandles
{'to': '2017-06-16T20:00:00Z', 'from': '2017-03-25T12:00:00Z',
 'granularity': 'H4'}
REQUEST: v3/instruments/EUR_USD/candles InstrumentsCandles
{'to': '2017-06-30T00:00:00Z', 'from': '2017-06-17T00:00:00Z',
 'granularity': 'H4'}

The output shows it processed three InstrumentsCandles requests. The data can be found in /tmp/EUR_USD.H4.out:

$ tail /tmp/EUR_USD.H4.out
...
2017-06-28T01:00:0,True,1.13397,1.13557,1.13372,1.13468,1534
2017-06-28T05:00:0,True,1.13465,1.13882,1.13454,1.13603,8486
2017-06-28T09:00:0,True,1.13606,1.13802,1.12918,1.13315,12815
2017-06-28T13:00:0,True,1.13317,1.13909,1.13283,1.13781,13255
2017-06-28T17:00:0,True,1.13783,1.13852,1.13736,1.13771,2104
2017-06-28T21:00:0,True,1.13789,1.13894,1.13747,1.13874,1454

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Examples

API-endpoint access

import json
from oandapyV20 import API    # the client
import oandapyV20.endpoints.trades as trades

access_token = "..."
accountID = "..."
client = API(access_token=access_token)

# request trades list
r = trades.TradesList(accountID)
rv = client.request(r)
print("RESPONSE:\n{}".format(json.dumps(rv, indent=2)))

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Placing a MarketOrder with TakeProfitOrder and StopLossOrder

import json

from oandapyV20.contrib.requests import MarketOrderRequest
from oandapyV20.contrib.requests import TakeProfitDetails, StopLossDetails

import oandapyV20.endpoints.orders as orders
import oandapyV20

from exampleauth import exampleAuth


accountID, access_token = exampleAuth()
api = oandapyV20.API(access_token=access_token)

# EUR_USD (today 1.0750)
EUR_USD_STOP_LOSS = 1.07
EUR_USD_TAKE_PROFIT = 1.10

mktOrder = MarketOrderRequest(
    instrument="EUR_USD",
    units=10000,
    takeProfitOnFill=TakeProfitDetails(price=EUR_USD_TAKE_PROFIT).data,
    stopLossOnFill=StopLossDetails(price=EUR_USD_STOP_LOSS).data)

# create the OrderCreate request
r = orders.OrderCreate(accountID, data=mktOrder.data)
try:
    # create the OrderCreate request
    rv = api.request(r)
except oandapyV20.exceptions.V20Error as err:
    print(r.status_code, err)
else:
    print(json.dumps(rv, indent=2))

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Processing series of requests

Processing series of requests is also possible now by storing different requests in an array or from some 'request-factory' class. Below an array example:

import json
from oandapyV20 import API    # the client
from oandapyV20.exceptions import V20Error
import oandapyV20.endpoints.accounts as accounts
import oandapyV20.endpoints.trades as trades
import oandapyV20.endpoints.pricing as pricing

access_token = "..."
accountID = "..."
client = API(access_token=access_token)

# list of requests
lor = []
# request trades list
lor.append(trades.TradesList(accountID))
# request accounts list
lor.append(accounts.AccountList())
# request pricing info
params={"instruments": "DE30_EUR,EUR_GBP"}
lor.append(pricing.PricingInfo(accountID, params=params))

for r in lor:
    try:
        rv = client.request(r)
        # put request and response in 1 JSON structure
        print("{}".format(json.dumps({"request": "{}".format(r),
                                      "response": rv}, indent=2)))
    except V20Error as e:
        print("OOPS: {:d} {:s}".format(e.code, e.msg))

Output

{
  "request": "v3/accounts/101-004-1435156-001/trades",
  "response": {
    "lastTransactionID": "1109",
    "trades": [
      {
        "unrealizedPL": "23.0000",
        "financing": "-0.5556",
        "state": "OPEN",
        "price": "10159.4",
        "realizedPL": "0.0000",
        "currentUnits": "-10",
        "openTime": "2016-07-22T16:47:04.315211198Z",
        "initialUnits": "-10",
        "instrument": "DE30_EUR",
        "id": "1105"
      },
      {
        "unrealizedPL": "23.0000",
        "financing": "-0.5556",
        "state": "OPEN",
        "price": "10159.4",
        "realizedPL": "0.0000",
        "currentUnits": "-10",
        "openTime": "2016-07-22T16:47:04.141436468Z",
        "initialUnits": "-10",
        "instrument": "DE30_EUR",
        "id": "1103"
      }
    ]
  }
}

{
  "request": "v3/accounts",
  "response": {
    "accounts": [
      {
        "tags": [],
        "id": "101-004-1435156-002"
      },
      {
        "tags": [],
        "id": "101-004-1435156-001"
      }
    ]
  }
}

{
  "request": "v3/accounts/101-004-1435156-001/pricing",
  "response": {
    "prices": [
      {
        "status": "tradeable",
        "quoteHomeConversionFactors": {
          "negativeUnits": "1.00000000",
          "positiveUnits": "1.00000000"
        },
        "asks": [
          {
            "price": "10295.1",
            "liquidity": 25
          },
          {
            "price": "10295.3",
            "liquidity": 75
          },
          {
            "price": "10295.5",
            "liquidity": 150
          }
        ],
        "unitsAvailable": {
          "default": {
            "short": "60",
            "long": "100"
          },
          "reduceOnly": {
            "short": "0",
            "long": "20"
          },
          "openOnly": {
            "short": "60",
            "long": "0"
          },
          "reduceFirst": {
            "short": "60",
            "long": "100"
          }
        },
        "closeoutBid": "10293.5",
        "bids": [
          {
            "price": "10293.9",
            "liquidity": 25
          },
          {
            "price": "10293.7",
            "liquidity": 75
          },
          {
            "price": "10293.5",
            "liquidity": 150
          }
        ],
        "instrument": "DE30_EUR",
        "time": "2016-09-29T17:07:19.598030528Z",
        "closeoutAsk": "10295.5"
      },
      {
        "status": "tradeable",
        "quoteHomeConversionFactors": {
          "negativeUnits": "1.15679152",
          "positiveUnits": "1.15659083"
        },
        "asks": [
          {
            "price": "0.86461",
            "liquidity": 1000000
          },
          {
            "price": "0.86462",
            "liquidity": 2000000
          },
          {
            "price": "0.86463",
            "liquidity": 5000000
          },
          {
            "price": "0.86465",
            "liquidity": 10000000
          }
        ],
        "unitsAvailable": {
          "default": {
            "short": "624261",
            "long": "624045"
          },
          "reduceOnly": {
            "short": "0",
            "long": "0"
          },
          "openOnly": {
            "short": "624261",
            "long": "624045"
          },
          "reduceFirst": {
            "short": "624261",
            "long": "624045"
          }
        },
        "closeoutBid": "0.86442",
        "bids": [
          {
            "price": "0.86446",
            "liquidity": 1000000
          },
          {
            "price": "0.86445",
            "liquidity": 2000000
          },
          {
            "price": "0.86444",
            "liquidity": 5000000
          },
          {
            "price": "0.86442",
            "liquidity": 10000000
          }
        ],
        "instrument": "EUR_GBP",
        "time": "2016-09-29T17:07:19.994271769Z",
        "closeoutAsk": "0.86465",
        "type": "PRICE"
      }
    ]
  }
}

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Streaming endpoints

Streaming quotes: use pricing.PricingStream. Streaming transactions: use transactions.TransactionsEvents.

To fetch streaming data from a stream use the following pattern:

import json
from oandapyV20 import API
from oandapyV20.exceptions import V20Error
from oandapyV20.endpoints.pricing import PricingStream

accountID = "..."
access_token="..."

api = API(access_token=access_token, environment="practice")

instruments = "DE30_EUR,EUR_USD,EUR_JPY"
s = PricingStream(accountID=accountID, params={"instruments":instruments})
try:
    n = 0
    for R in api.request(s):
        print(json.dumps(R, indent=2))
        n += 1
        if n > 10:
            s.terminate("maxrecs received: {}".format(MAXREC))

except V20Error as e:
    print("Error: {}".format(e))

Check the 'examples' directory for more detailed examples.

Output

{
  "status": "tradeable",
  "asks": [
    {
      "price": "10547.0",
      "liquidity": 25
    },
    {
      "price": "10547.2",
      "liquidity": 75
    },
    {
      "price": "10547.4",
      "liquidity": 150
    }
  ],
  "closeoutBid": "10546.6",
  "bids": [
    {
      "price": "10547.0",
      "liquidity": 25
    },
    {
      "price": "10546.8",
      "liquidity": 75
    },
    {
      "price": "10546.6",
      "liquidity": 150
    }
  ],
  "instrument": "DE30_EUR",
  "time": "2016-10-17T12:25:28.158741026Z",
  "closeoutAsk": "10547.4",
  "type": "PRICE",
}
{
  "type": "HEARTBEAT",
  "time": "2016-10-17T12:25:37.447397298Z"
}
{
  "status": "tradeable",
  "asks": [
    {
      "price": "114.490",
      "liquidity": 1000000
    },
    {
      "price": "114.491",
      "liquidity": 2000000
    },
    {
      "price": "114.492",
      "liquidity": 5000000
    },
    {
      "price": "114.494",
      "liquidity": 10000000
    }
  ],
  "closeoutBid": "114.469",
  "bids": [
    {
      "price": "114.473",
      "liquidity": 1000000
    },
    {
      "price": "114.472",
      "liquidity": 2000000
    },
    {
      "price": "114.471",
      "liquidity": 5000000
    },
    {
      "price": "114.469",
      "liquidity": 10000000
    }
  ],
  "instrument": "EUR_JPY",
  "time": "2016-10-17T12:25:40.837289374Z",
  "closeoutAsk": "114.494",
  "type": "PRICE",
}
{
  "type": "HEARTBEAT",
  "time": "2016-10-17T12:25:42.447922336Z"
}
{
  "status": "tradeable",
  "asks": [
    {
      "price": "1.09966",
      "liquidity": 10000000
    },
    {
      "price": "1.09968",
      "liquidity": 10000000
    }
  ],
  "closeoutBid": "1.09949",
  "bids": [
    {
      "price": "1.09953",
      "liquidity": 10000000
    },
    {
      "price": "1.09951",
      "liquidity": 10000000
    }
  ],
  "instrument": "EUR_USD",
  "time": "2016-10-17T12:25:43.689619691Z",
  "closeoutAsk": "1.09970",
  "type": "PRICE"
}
{
  "status": "tradeable",
  "asks": [
    {
      "price": "114.486",
      "liquidity": 1000000
    },
    {
      "price": "114.487",
      "liquidity": 2000000
    },
    {
      "price": "114.488",
      "liquidity": 5000000
    },
    {
      "price": "114.490",
      "liquidity": 10000000
    }
  ],
  "closeoutBid": "114.466",
  "bids": [
    {
      "price": "114.470",
      "liquidity": 1000000
    },
    {
      "price": "114.469",
      "liquidity": 2000000
    },
    {
      "price": "114.468",
      "liquidity": 5000000
    },
    {
      "price": "114.466",
      "liquidity": 10000000
    }
  ],
  "instrument": "EUR_JPY",
  "time": "2016-10-17T12:25:43.635964725Z",
  "closeoutAsk": "114.490",
  "type": "PRICE"
}
{
  "status": "tradeable",
  "asks": [
    {
      "price": "10547.3",
      "liquidity": 25
    },
    {
      "price": "10547.5",
      "liquidity": 75
    },
    {
      "price": "10547.7",
      "liquidity": 150
    }
  ],
  "closeoutBid": "10546.9",
  "bids": [
    {
      "price": "10547.3",
      "liquidity": 25
    },
    {
      "price": "10547.1",
      "liquidity": 75
    },
    {
      "price": "10546.9",
      "liquidity": 150
    }
  ],
  "instrument": "DE30_EUR",
  "time": "2016-10-17T12:25:44.900162113Z",
  "closeoutAsk": "10547.7",
  "type": "PRICE"
}
{
  "status": "tradeable",
  "asks": [
    {
      "price": "10547.0",
      "liquidity": 25
    },
    {
      "price": "10547.2",
      "liquidity": 75
    },
    {
      "price": "10547.4",
      "liquidity": 150
    }
  ],
  "closeoutBid": "10546.6",
  "bids": [
    {
      "price": "10547.0",
      "liquidity": 25
    },
    {
      "price": "10546.8",
      "liquidity": 75
    },
    {
      "price": "10546.6",
      "liquidity": 150
    }
  ],
  "instrument": "DE30_EUR",
  "time": "2016-10-17T12:25:44.963539084Z",
  "closeoutAsk": "10547.4",
  "type": "PRICE"
}
{
  "status": "tradeable",
  "asks": [
    {
      "price": "114.491",
      "liquidity": 1000000
    },
    {
      "price": "114.492",
      "liquidity": 2000000
    },
    {
      "price": "114.493",
      "liquidity": 5000000
    },
    {
      "price": "114.495",
      "liquidity": 10000000
    }
  ],
  "closeoutBid": "114.471",
  "bids": [
    {
      "price": "114.475",
      "liquidity": 1000000
    },
    {
      "price": "114.474",
      "liquidity": 2000000
    },
    {
      "price": "114.473",
      "liquidity": 5000000
    },
    {
      "price": "114.471",
      "liquidity": 10000000
    }
  ],
  "instrument": "EUR_JPY",
  "time": "2016-10-17T12:25:45.586100087Z",
  "closeoutAsk": "114.495",
  "type": "PRICE"
}

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About this software

The oanda-api-v20 software is a personal project. I have no prior or existing relationship with OANDA.

If you have any questions regarding this software, please take a look at the documentation first:

If you still have questions/issues you can open an issue on Gitub: https://github.com/hootnot/oanda-api-v20

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