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Krishna Prajapati edited this page May 7, 2021 · 2 revisions

  1. AI Services

    1.1 Request Ticker Mean Reversion

    1.2 Request Ticker Close Prices

    1.3 Request Ticker Momentum Data

    1.4 Request Ticker Candlesticks Data

AI Services

Request Ticker Mean Reversion

Returns the latest mean reversion data available for a ticker

  • URL

    /ai/mean/:ticker

  • Method:

    GET

  • URL Params

    ticker: String, equity ticker symbol

  • Data Params

    None

  • Success Response:

    • Code: 200
      Content: 
      {
    "smaDates": [dates]
    "smaPrices": [numbers]
    "smaLower": [numbers]
    "smaUpper": [numbers]
    "smaBuyers": [numbers]
    "smaSellers": [numbers]
}

  • Error Response:

    • Code: 400 BAD REQUEST
      Content: { "error" : {err} }

  • Sample Call:

    /ai/mean/aapl

{
    "smaDates": [
        "2020-05-28",
        "2020-05-29",
        "2020-06-01",
        "2020-06-02",
        "2020-06-03",
        "2020-06-04",
        "2020-06-05",
        "2020-06-08",
        "2020-06-09",
        ...,
        "2021-04-29",
        "2021-04-30"
        ],
    "smaPrices": [
        "76.748510",
        "77.058615",
        "77.476019",
        "77.861224",
        "78.213990",
        "78.493852",
        "78.849314",
        "79.139479",
        "79.499915",
        ...,
        "131.830500",
        "132.337500"
        ],
    "smaLower": [
        "71.879064",
        "72.441736",
        "73.419035",
        "74.266459",
        "74.917595",
        "75.567034",
        "75.805211",
        "75.699095",
        "75.043654",
        ...,
        "124.966574",
        "126.862483"
        ],
    "smaUpper": [
        "81.617956",
        "81.675493",
        "81.533004",
        "81.455989",
        "81.510385",
        "81.420670",
        "81.893417",
        "82.579863",
        "83.956176",
        ...,
        "138.694427",
        "137.812518"
        ],
    "smaBuyers": [
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        ..., 
        "NaN",
        "NaN"
        ],
    "smaSellers": [
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "82.460152",
        "82.947685",
        "85.567009",
        ..., 
        "NaN",
        "NaN"
        ]
    }

Request Ticker Close Prices

Returns (at most) 1 year of close price data for a ticker

  • URL

    /ai/close/:ticker

  • Method:

    GET

  • URL Params

    ticker: String, equity ticker symbol

  • Data Params

    None

  • Success Response:

    • Code: 200
      Content: { "data": [numbers] }

  • Error Response:

    • Code: 400 BAD REQUEST
      Content: { "error" : {err} }

  • Sample Call:

    /ai/close/aapl

{
    "data": [
        "79.164230",
        "79.087120",
        "80.059723",
        "80.430351",
        "80.873131",
        "80.176636",
        "82.460152",
        "82.947685",
        "85.567009",
        ...,
        "133.580002",
        "131.830500",
        "132.336500"
        ]
}

Request Ticker Momentum Data

Returns momentum graph data for a ticker

  • URL

    /ai/momentum/:ticker

  • Method:

    GET

  • URL Params

    ticker: String, equity ticker symbol

  • Data Params

    None

  • Success Response:

    • Code: 200
      Content: 
      {
    "dates": [dates],
    "rsi": [numbers],
    "buy": [numbers],
    "sell": [numbers],
}

  • Error Response:

    • Code: 400 BAD REQUEST
      Content: { "error" : {err} }

  • Sample Call:

    /ai/momentum/aapl

{
    "dates": [
        "2020-05-21",
        "2020-05-22",
        "2020-05-26",
        "2020-05-27",
        "2020-05-28",
        "2020-05-29",
        "2020-06-01",
        "2020-06-02",
        "2020-06-03",
        ...,
        "2021-04-29",
        "2021-04-30"
        ],
    "rsi": [
        "69.637951",
        "70.785354",
        "67.861129",
        "68.749366",
        "68.843453",
        "68.352780",
        "71.146222",
        "72.154873",
        "73.353311",
        ...,
        "57.985592",
        "56.700859"
        ],
    "buy": [
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        ...,
        "NaN",
        "NaN"
        ],
    "sell": [
        "NaN",
        "70.785354",
        "NaN",
        "NaN",
        "NaN",
        "NaN",
        "71.146222",
        "72.154873",
        "73.353311",
        ...,
        "NaN",
        "NaN"
        ]
}

Request Ticker Candlesticks Data

Returns candlesticks graph data for a ticker

  • URL

    /ai/candlesticks/:ticker

  • Method:

    GET

  • URL Params

    ticker: String, equity ticker symbol

  • Data Params

    None

  • Success Response:

    • Code: 200
      Content: 
      Response:
{
    "data": [ {Candlesticks Objects} ],
}

Candlesticks Object:
{
    "x": (Date),
    "y": [number, number, number, number]
}

  • Error Response:

    • Code: 400 BAD REQUEST
      Content: { "error" : {err} }

  • Sample Call:

    /ai/candlesticks/aapl

{
    "data": [
        {
            "x":"2021-02-01",
            "y":["133.75","135.38","130.93","134.14"]
        },
        {
            "x":"2021-02-02",
            "y":["135.73","136.31","134.61","134.99"]
        },
        {
            "x":"2021-02-03",
            "y":["135.76","135.77","133.61","133.94"]
        },

        ...,
        
        {
            "x":"2021-04-29",
            "y":["132.45","2021.00","137.07","136.47"]
        },
        {
            "x":"2021-04-30",
            "y":["131.37","2021.00","133.56","131.78"]
        }
        ]
}
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