Use the package manager pip to install requirements.txt.
pip install -r requirements.txt
cd app
python main.py
Receives a JSON in the form of a document with two fields: a pool-id (numeric) and a pool-values (array of values) and is meant to append (if pool already exists) or insert (new pool) the values to the appropriate pool (as per the id)
- Method: POST
- URL Params
http://<host>/pools
- Required
- poolId
- poolValues
Ex:
{
"poolId": 123546,
"poolValues": [
1,
7,
2,
6
]
}
- Schemas
- poolId: Int
- poolValues: Array(Number)
- Success Response:
- Code: 200
- Content:
- appended: appended exsited pool(key = poolId)
- inserted: when add new pool
Ex:
{
"status": "appended"
}
query a pool, the two fields are pool-id (numeric) identifying the queried pool, and a quantile (in percentile form), return a quantile of pool and total number of elements in the pool.
- Method: POST
- URL Params
http://<host>/get_quantile
- Required
- poolId
- percentile
Ex:
{
"poolId": 123546,
"percentile": 80
}
- Schemas
- poolId: Int
- percentile: Number(0~100)
- Success Response:
- Code: 200
- Content:
- total_number_elements: total elements on the pool
- quantile: 6
- quantile is lower value between two data points i < j(which is same as numpy.quantile as param interpolation='lower')
Ex:
{
"total_number_elements": 3,
"quantile": 6
}