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Pandas wrapper for ActiveTick HTTP Proxy

Project description

activetick_http

Python module that connects to ActiveTick HTTP proxy and supplies Pandas DataFrames. Requires requests for the quoteStream, and redis for caching.

tests run using pytest

How to use:

Run the [HTTP proxy supplied by ActiveTick](http://www.activetick.com/activetick/contents/PersonalServicesDataAPIDownload.aspx)and instantiate ActiveTick, the defaults are shown with a Redis cache enabled:

from activetick_http import ActiveTick

# Import the StrictRedis client to enable local persistent caching
from redis import StrictRedis

# ActiveTick initialized with Redis caching enabled (requires Redis)
at = ActiveTick(host='127.0.0.1', port=5000, cache=StrictRedis(host='127.0.0.1'))

From the ActiveTick instance we have access to all the functionality provided by the HTTP proxy with the following methods:

quoteData

quoteData(symbols, fields)

Returns instantaneous quote information (fields) on symbols check quote_fields.py for availiable options.:

fields = ['LastPrice', 'BidPrice', 'AskPrice']
df = at.quoteData(('SPY', 'TLT', 'TVIX'), fields)
print(df[fields].head())

LastPrice

BidPrice

AskPrice

SPY

216.3

216.46

216.55

TLT

137.51

137.02

137.5

TVIX

18.15

18.2

18.25

quoteStream

quoteStream(symbols)

Returns a live updated quote stream iterator:

stream = at.quoteStream(('NUGT','DUST'))
for tick in stream:
    print(tick)

TODO: example df

barData

barData(*symbol, historyType='I', intradayMinutes=60, beginTime=datetime, endTime=datetime*)

Returns OHLCV data for singular symbol:

df = at.barData('INTC', historyType='I', beginTime=datetime(datetime.now().year, 9, 27))
print(df.head())

open

high

low

close

volume

2016-09-28 09:00:00

37.52

37.52

37.25

37.395

1.79294e+06

2016-09-28 10:00:00

37.4

37.46

37.27

37.31

1.59818e+06

2016-09-28 11:00:00

37.31

37.32

37.15

37.28

1.32702e+06

2016-09-28 12:00:00

37.28

37.32

37.2

37.27

2.39398e+06

2016-09-28 13:00:00

37.275

37.39

37.22

37.37

1.23249e+06

tickData

tickData(*symbol, trades=False, quotes=True, beginTime=datetime, endTime=dateime*) Returns historical tick level quote and trade data for a symbol:

df = at.tickData('SPY', trades=True, quotes=False)
print(df.head())

type

bid

ask

bidz

askz

bidx

askx

cond

2016-09-28 09:30:00.003000

T

215.83

100

Z

0

0

14

0

2016-09-28 09:30:00.003000

T

215.83

309

Z

0

0

14

0

2016-09-28 09:30:00.008000

T

215.83

200

Z

0

0

0

0

2016-09-28 09:30:00.008000

T

215.83

300

K

0

0

0

0

2016-09-28 09:30:00.008000

T

215.83

200

Z

0

0

0

0

optionChain

optionChain(symbol)

Returns the symbols making up the optionchain for the underlying:

df = at.optionChain('SPY')
print(df.head)

0

OPTION:SPY—161014P00186000

1

OPTION:SPY—161012C00197000

2

OPTION:SPY—161014C00187000

3

OPTION:SPY—161014P00192000

4

OPTION:SPY—161012P00193000

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