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measurePredRisk.py
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measurePredRisk.py
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from shared import *
from flask import jsonify, request
import qif as qif
import numpy as np
def measurePredRisk(app):
baseUrl = '/app/measure/pred-risk/'
@app.route(baseUrl + 'l-pred', methods=['POST'])
def lPred():
P = request.json.get('P')
type = request.json.get('type')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
return jsonify({'result': str(qif.measure.pred_risk.L_pred(P))})
@app.route(baseUrl + 'add-leakage', methods=['POST'])
def pRAddLeakage():
P = request.json.get('P')
pi = request.json.get('pi')
C = request.json.get('C')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
pi = prepareRow(pi)
C = prepareMatrix(C)
return jsonify({'result': str(qif.measure.pred_risk.add_leakage(P, pi, C))})
@app.route(baseUrl + 'binary-channel', methods=['POST'])
def pRBinaryChannel():
P = request.json.get('P')
pi = request.json.get('pi')
C = request.json.get('C')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
pi = prepareRow(pi)
C = prepareMatrix(C)
return jsonify({'result': str(qif.measure.pred_risk.binary_channel(P, pi, C))})
@app.route(baseUrl + 'mult-capacity', methods=['POST'])
def prMultCapacity():
P = request.json.get('P')
method = request.json.get('method')
C = request.json.get('C')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
C = prepareMatrix(C)
return jsonify({'result': str(qif.measure.pred_risk.mult_capacity(P, C, method))})
@app.route(baseUrl + 'mult-leakage', methods=['POST'])
def pRMultLeakage():
P = request.json.get('P')
pi = request.json.get('pi')
C = request.json.get('C')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
pi = prepareRow(pi)
C = prepareMatrix(C)
return jsonify({'result': str(qif.measure.pred_risk.mult_leakage(P, pi, C))})
@app.route(baseUrl + 'posterior', methods=['POST'])
def pRPosterior():
P = request.json.get('P')
pi = request.json.get('pi')
C = request.json.get('C')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
pi = prepareRow(pi)
C = prepareMatrix(C)
return jsonify({'result': str(qif.measure.pred_risk.posterior(P, pi, C))})
@app.route(baseUrl + 'prior', methods=['POST'])
def pRPrior():
P = request.json.get('P')
pi = request.json.get('pi')
isRatio = request.json.get('isRatio')
if (isRatio):
qif.set_default_type(qif.rat)
pi = prepareRow(pi)
return jsonify({'result': str(qif.measure.pred_risk.prior(P, pi))})