def check_yesterday_fanduel(playerMap):
yesterdayDate = datetime.date.today()-datetime.timedelta(days=1)
with open("final_preds.txt","r") as f:
resultList = json.loads(f.readline())
with open("final_predList.txt","r") as f:
predList = json.loads(f.readline())
with open("yesterday_results.txt","w") as f:
totalPred = 0
totalActual = 0
totalCost = 0
for i in range(0,len(resultList[0])):
name = resultList[3][i]
points = resultList[1][i]
position = resultList[0][i]
cost= resultList[2][i]
totalPred += points
totalCost += cost
#print(name)
playeridStr = Scraper.playername_to_id(str(name))
#print(playeridStr)
# print(type(playeridStr))
gameOrderedDict = playerMap[playeridStr]
lastGameStats = gameOrderedDict[next(reversed(gameOrderedDict))]
predictedStatsList = predList[name]
if(lastGameStats[0] != yesterdayDate.month or lastGameStats[1] != yesterdayDate.day or lastGameStats[2] != yesterdayDate.year):
f.write(name + " might have been injured or did not play\n")
f.write(name + " (" + position + ") was projected for " + str(points) + " points at " + str(cost) + " cost and actually got " + str(0) + "\n")
else:
f.write(json.dumps([float("{0:.2f}".format(x)) for x in predictedStatsList])+"\n")
statsList = lastGameStats[12:]
f.write(json.dumps(statsList)+"\n")
actual_fanduel = Util.calc_fanduel_points(statsList)
totalActual += actual_fanduel
f.write(name + " (" + position + ") was projected for " + str(points) + " points at " + str(cost) + " cost and actually got " + str(actual_fanduel) + "\n")
f.write("\n")
f.write("Total Predicted points is " + str(totalPred) + " at " + str(totalCost) + " cost, and total actual points is " + "{0:.2f}".format(totalActual))
def gen_description_and_fanduel_map(dict,csvFileName):
playerList = []
pred_statList = {}
with open("final.txt","w") as f:
fanduel_data_arr = Util.fanduel_scrape(csvFileName)
for playerid, statList in dict.items():
name = Scraper.playerid_to_playerName(str(int(playerid)))
#print(name)
if(name in fanduel_data_arr["Name"].as_matrix()):
[row] = fanduel_data_arr.loc[fanduel_data_arr['Name'] == name].as_matrix()
position = row[1]
fanduelAvg = row[4]
cost = row[6]
injured = row[10]
predicted = Util.calc_fanduel_points(statList)
#print(type(statList))
pred_statList[name] = statList.tolist()
#print(row)
f.write( name + ": [" + "{0:.2f}".format(statList[0]) + " mins, " + "{0:.2f}".format(statList[1]) + "/" +
"{0:.2f}".format(statList[2]) + " fg, " + "{0:.2f}".format(statList[3]) + "/" + "{0:.2f}".format(statList[4]) + " 3p, "
+ "{0:.2f}".format(statList[5]) + "/" + "{0:.2f}".format(statList[6]) + " ft, " + "{0:.2f}".format(statList[7]) + " dreb, " +
"{0:.2f}".format(statList[8]) + " oreb, " + "{0:.2f}".format(statList[9]) + " reb, " + "{0:.2f}".format(statList[10]) + " ast, " +
"{0:.2f}".format(statList[11]) + " stl, " + "{0:.2f}".format(statList[12]) + " blk, " + "{0:.2f}".format(statList[13]) + " TO, " +
"{0:.2f}".format(statList[14]) + " PF, " + "{0:.2f}".format(statList[15]) + " +/-, " + "{0:.2f}".format(statList[16]) + " pts] FANDUEL: "
+ "{0:.2f}".format(predicted) + ", " + position + ", " + str(cost) + ", " + "{0:.2f}".format(fanduelAvg) + "\n")
if(injured != "GTD" and injured != "O"):
playerList.append([position, predicted, cost,name])
writeFinal_predList(pred_statList)
#writePlayerIDDict(playerIDDict)
return playerList