S.T.O.C.K.S.

Installation

Install S.T.O.C.K.S

    pip3 install robin-stocks
    pip3 install numpy
    pip3 install flask
    git clone https://github.com/S-Spektrum-M/Stocks
    cd Stocks
    touch auth.py
    sudo add-apt-repository ppa:redislabs/redis
    sudo apt-get update
    sudo apt-get install redis
    pip install redis

• Add your Robinhood email and password to auth.py.

How it works

• S.T.O.C.K.S parses historical data to create two types of models
  • Short term: Linear
    • Next trading hour
  • Long term: Exponential
    • Next trading day
• If the query has already served itself within the last minute, then it is loaded from a Redis database to increase speed and decrease compute time
• The query is then served through Flask

API Reference

Short

Endpoint	Parameter	Return	Description
/api/short	?id={ticker}	Below	The short term calculation

Short Return Type

{
  "lower": 2944.7,
  "upper": 3065.44
}

Long

Endpoint	Parameter	Return	Description
/api/long	?id={ticker}	Below	The long term calculation

Long Return Type

{
  "lower": 2944.7,
  "upper": 3065.44
}

Short-multi

Endpoint	Parameter	Description
/api/short/multi	?params={ticker}	The short term calculation for multiple stocks

Return Type

[
  {
    "goog": [
      2931.54,
      2827.87
    ]
  },
  {
    "aapl": [
      171.47,
      159.31
    ]
  }
]

Long-multi

Endpoint	Parameter	Description
/api/long/multi	?params={ticker}	The long term calculation for multiple stocks

Return Type

[
  {
    "goog": [
      2931.54,
      2827.87
    ]
  },
  {
    "aapl": [
      171.47,
      159.31
    ]
  }
]

Acknowledgements

• robin-stocks
• numpy
• flask
• Robinhood
• Redis
• Redis-py

License

• MIT
• Robinhood Financial LLC & Robinhood Securities, LLC Customer Agreement

Authors

• Siddharth Mohanty