def generate_new_round(dframeList, currentBand, this_round, handicap = False):
dframe = dframeList[currentBand]
sortedFrame = MMS.sort_by_mms(dframeList, currentBand, False, handicap)
oppset = {}
for i,item in sortedFrame['history'].iteritems():
os=set()
if (item!=""):
for opp in item.split(";"):
if (opp.lower() != 'bye'):
os.add(int(opp[1:-1]))
oppset[sortedFrame['id'][i]]=os
finalPairing = {}
currentIndex = []
currentSet = set()
finalList = []
if (this_round == 0): #special treatment for the very first round for performance consideration
first_pairing = get_foldpairing(len(sortedFrame))
finalList.append((0, first_pairing))
else:
totalCount = [0]
get_mutation(sortedFrame, 0, finalPairing, currentIndex, currentSet, oppset, totalCount)
topPairings = sorted(finalPairing.iteritems())[0]
random.shuffle(topPairings[1])
for item in topPairings[1]:
finalList.append((topPairings[0], item))
return finalList, sortedFrame
def azureml_main(dataframe1 = None, results = None):
# Execution logic goes here
if (dataframe1 is None):
return pandas.DataFrame(columns=['id','name','rank','history'])
rawframe = dataframe1.fillna("")
df, handicap = read_round(rawframe)
for i in range(0, len(df)-1):
df[i] = update_round(df[i], results)
df[i] = MMS.sort_by_mms(df, i, dropAux=False, handicap=handicap[i])
#allStanding.append(dfRound[i].copy())
#newframe = update_round(rawframe, results)
#newframe = pandas.concat(df, ignore_index=True)
newframe = df[0]
for i in range(1, len(df)-1):
if handicap[i]:
newframe.loc[len(newframe)] = ['&','&','&','&','&','&','&']
else:
newframe.loc[len(newframe)] = ['=','=','=','=','=','=','=']
newframe = newframe.append(df[i])
# If a zip file is connected to the third input port is connected,
# it is unzipped under ".\Script Bundle". This directory is added
# to sys.path. Therefore, if your zip file contains a Python file
# mymodule.py you can import it using:
# import mymodule
# Return value must be of a sequence of pandas.DataFrame
return newframe
