statistikk for dibbler
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197
statistikk.py
Executable file
197
statistikk.py
Executable file
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#! /usr/bin/env python
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# -*- coding: UTF-8 -*-
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import matplotlib.pyplot as plt
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from statistikkHelpers import *
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import matplotlib.dates as mdates
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def getInputType():
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inp = 0
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while not (inp == '1' or inp == '2' or inp == '3' or inp == '4'):
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print 'type 1 for user-statistics'
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print 'type 2 for product-statistics'
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print 'type 3 for global-statistics'
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print 'type 4 to enter loop-mode'
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inp = raw_input('')
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return int(inp)
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def getDateFile(date, n):
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try:
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if n==0:
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inp = raw_input('start date? (yyyy-mm-dd) ')
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elif n==-1:
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inp = raw_input('end date? (yyyy-mm-dd) ')
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year = inp.partition('-')
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month = year[2].partition('-')
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return datetime.date(int(year[0]), int(month[0]), int(month[2]))
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except:
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print 'invalid date, setting start start date'
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if n==0:
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print 'to date found on first line'
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elif n==-1:
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print 'to date found on last line'
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print date
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return datetime.date(int(date.partition('-')[0]), int(date.partition('-')[2].partition('-')[0]), int(date.partition('-')[2].partition('-')[2]))
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def dateToDateNumFile(date, startDate):
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year = date.partition('-')
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month = year[2].partition('-')
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day = datetime.date(int(year[0]), int(month[0]), int(month[2]))
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deltaDays = day-startDate
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return int(deltaDays.days), day.weekday()
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def getProducts(products):
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product = []
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products = products.partition('¤')
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product.append(products[0])
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while (products[1]=='¤'):
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products = products[2].partition('¤')
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product.append(products[0])
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return product
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def piePlot(dictionary, n):
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keys = []
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values = []
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i=0
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for key in sorted(dictionary, key=dictionary.get, reverse=True):
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values.append(dictionary[key])
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if i<n:
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keys.append(key)
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i += 1
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else:
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keys.append('')
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plt.pie(values, labels=keys)
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def datePlot(array, dateLine):
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if (not array == []):
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plt.bar(dateLine, array)
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plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%b'))
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def dayPlot(array, days):
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if (not array == []):
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for i in range(7):
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array[i]=array[i]*7.0/days
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plt.bar(range(7), array)
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plt.xticks(range(7),[' mon',' tue',' wed',' thu',' fri',' sat',' sun'])
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def graphPlot(array, dateLine):
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if (not array == []):
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plt.plot(dateLine, array)
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plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%b'))
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def plotUser(database, dateLine, user, n):
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printUser(database, dateLine, user, n)
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plt.subplot(221)
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piePlot(database.personVareAntall[user], n)
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plt.xlabel('antall varer kjøpt gjengitt i antall')
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plt.subplot(222)
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datePlot(database.personDatoVerdi[user], dateLine)
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plt.xlabel('penger brukt over dato')
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plt.subplot(223)
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piePlot(database.personVareVerdi[user], n)
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plt.xlabel('antall varer kjøpt gjengitt i verdi')
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plt.subplot(224)
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dayPlot(database.personUkedagVerdi[user], len(dateLine))
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plt.xlabel('forbruk over ukedager')
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plt.show()
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def plotProduct(database, dateLine, product, n):
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printProduct(database, dateLine, product, n)
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plt.subplot(221)
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piePlot(database.varePersonAntall[product], n)
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plt.xlabel('personer som har handler produktet')
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plt.subplot(222)
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datePlot(database.vareDatoAntall[product], dateLine)
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plt.xlabel('antall produkter handlet per dag')
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#plt.subplot(223)
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plt.subplot(224)
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dayPlot(database.vareUkedagAntall[product], len(dateLine))
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plt.xlabel('antall over ukedager')
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plt.show()
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def plotGlobal(database, dateLine, n):
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printGlobal(database, dateLine, n)
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plt.subplot(231)
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piePlot(database.globalVareVerdi, n)
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plt.xlabel('varer kjøpt gjengitt som verdi')
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plt.subplot(232)
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datePlot(database.globalDatoForbruk, dateLine)
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plt.xlabel('forbruk over dato')
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plt.subplot(233)
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graphPlot(database.pengebeholdning, dateLine)
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plt.xlabel('pengebeholdning over tid (negativ verdi utgjør samlet kreditt)')
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plt.subplot(234)
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piePlot(database.globalPersonForbruk, n)
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plt.xlabel('penger brukt av personer')
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plt.subplot(235)
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dayPlot(database.globalUkedagForbruk, len(dateLine))
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plt.xlabel('forbruk over ukedager')
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plt.show()
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def alt4menu(database, dateLine, useDatabase):
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n=10
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while 1:
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print '\n1: user-statistics, 2: product-statistics, 3:global-statistics, n: adjust amount of data shown q:quit'
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try:
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inp = raw_input('')
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except:
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continue
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if inp == 'q':
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break
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elif inp == '1':
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if i=='0':
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user = raw_input('input full username: ')
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else:
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user = getUser()
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plotUser(database, dateLine, user, n)
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elif inp == '2':
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if i=='0':
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product = raw_input('input full product name: ')
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else:
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product = getProduct()
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plotProduct(database, dateLine, product, n)
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elif inp == '3':
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plotGlobal(database, dateLine, n)
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elif inp == 'n':
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try:
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n=int(raw_input('set number to show '));
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except:
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pass
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#---------------------------------------MAIN-------------------------------------
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inputType=getInputType()
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i = raw_input('0:fil, 1:database \n? ')
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if (inputType == 1):
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if i=='0':
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user = raw_input('input full username: ')
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else:
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user = getUser()
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product = ''
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elif (inputType == 2):
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if i=='0':
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product = raw_input('input full product name: ')
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else:
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product = getProduct()
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user = ''
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else :
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product = ''
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user = ''
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if i=='0':
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inputFile=raw_input('logfil? ')
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if inputFile=='':
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inputFile='default.dibblerlog'
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database, dateLine = buildDatabaseFromFile(inputFile, inputType, product, user)
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else:
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database, dateLine = buildDatabaseFromDb(inputType, product, user)
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if (inputType==1):
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plotUser(database, dateLine, user, 10)
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if (inputType==2):
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plotProduct(database, dateLine, product, 10)
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if (inputType==3):
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plotGlobal(database, dateLine, 10)
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if (inputType==4):
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alt4menu(database, dateLine, i)
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417
statistikkHelpers.py
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417
statistikkHelpers.py
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#! /usr/bin/env python
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# -*- coding: UTF-8 -*-
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import datetime
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from collections import defaultdict
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import operator
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from helpers import *
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import sys
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import db
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def getUser():
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while 1:
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string = raw_input('user? ')
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session = Session()
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user = search_user(string, session)
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session.close()
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if not isinstance(user, list):
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return user.name
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i=0
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if len(user)==0:
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print 'no matching string'
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if len(user)==1:
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print 'antar: ', user[0].name, '\n'
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return user[0].name
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if len(user)>10:
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continue
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for u in user:
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print i, u.name
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i += 1
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try:
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n = int(raw_input ('enter number:'))
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except:
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print 'invalid input, restarting'
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continue
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if (n>-1) and (n<i):
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return user[n].name
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def getProduct():
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while 1:
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string = raw_input('product? ')
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session = Session()
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product = search_product(string, session)
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session.close()
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if not isinstance(product, list):
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return product.name
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i=0
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if len(product)==0:
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print 'no matching string'
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if len(product)==1:
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print 'antar: ', product[0].name, '\n'
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return product[0].name
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if len(product)>10:
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continue
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for u in product:
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print i, u.name
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i += 1
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try:
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n = int(raw_input ('enter number:'))
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except:
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print 'invalid input, restarting'
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continue
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if (n>-1) and (n<i):
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return product[n].name
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class Database:
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#for varer
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varePersonAntall = defaultdict(dict) #varePersonAntall[Oreo][trygvrad] == 3
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vareDatoAntall = defaultdict(list) #dict->array
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vareUkedagAntall = defaultdict(list)
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#for personer
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personVareAntall = defaultdict(dict) #personVareAntall[trygvrad][Oreo] == 3
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personVareVerdi = defaultdict(dict) #personVareVerdi[trygvrad][Oreo] == 30 #[kr]
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personDatoVerdi = defaultdict(list) #dict->array
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personUkedagVerdi = defaultdict(list)
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#for global
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personPosTransactions = {} # personPosTransactions[trygvrad] == 100 #trygvrad har lagt 100kr i boksen
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personNegTransactions = {} # personNegTransactions[trygvrad» == 70 #trygvrad har tatt 70kr fra boksen
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globalVareAntall = {}#globalVareAntall[Oreo] == 3
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globalVareVerdi = {}#globalVareVerdi[Oreo] == 30 #[kr]
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globalPersonAntall = {}#globalPersonAntall[trygvrad] == 3
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globalPersonForbruk = {}#globalPersonVerdi == 30 #[kr]
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globalUkedagForbruk = []
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globalDatoVarer = []
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globalDatoForbruk = []
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pengebeholdning = []
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class InputLine:
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def __init__(self, u, p, t):
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self.inputUser = u
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self.inputProduct = p
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self.inputType = t
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def getDateDb(date, inp):
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try:
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year = inp.partition('-')
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month = year[2].partition('-')
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return datetime.datetime(int(year[0]), int(month[0]), int(month[2]))
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except:
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print 'invalid date, setting date to date found in db'
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print date
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return date
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def dateToDateNumDb(date, startDate):
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deltaDays = date-startDate
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return int(deltaDays.days), date.weekday()
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def getInputType():
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inp = 0
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while not (inp == '1' or inp == '2' or inp == '3' or inp == '4'):
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print 'type 1 for user-statistics'
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print 'type 2 for product-statistics'
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print 'type 3 for global-statistics'
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print 'type 4 to enter loop-mode'
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inp = raw_input('')
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return int(inp)
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def getProducts(products):
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product = []
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products = products.partition('¤')
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product.append(products[0])
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while (products[1]=='¤'):
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products = products[2].partition('¤')
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product.append(products[0])
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return product
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def getDateFile(date, inp):
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try:
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year = inp.partition('-')
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month = year[2].partition('-')
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return datetime.date(int(year[0]), int(month[0]), int(month[2]))
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except:
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print 'invalid date, setting date to date found on file file'
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print date
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return datetime.date(int(date.partition('-')[0]), int(date.partition('-')[2].partition('-')[0]), int(date.partition('-')[2].partition('-')[2]))
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def dateToDateNumFile(date, startDate):
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year = date.partition('-')
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month = year[2].partition('-')
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day = datetime.date(int(year[0]), int(month[0]), int(month[2]))
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deltaDays = day-startDate
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return int(deltaDays.days), day.weekday()
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def clearDatabase(database):
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database.varePersonAntall.clear()
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database.vareDatoAntall.clear()
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database.vareUkedagAntall.clear()
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database.personVareAntall.clear()
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database.personVareVerdi.clear()
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database.personDatoVerdi.clear()
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database.personUkedagVerdi.clear()
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database.personPosTransactions.clear()
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database.personNegTransactions.clear()
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database.globalVareAntall.clear()
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database.globalVareVerdi.clear()
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database.globalPersonAntall.clear()
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database.globalPersonForbruk.clear()
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return(database)
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def addLineToDatabase(database, inputLine):
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if abs(inputLine.price)>90000:
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return database
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#fyller inn for varer
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if (not inputLine.product=='') and ((inputLine.inputProduct=='') or (inputLine.inputProduct==inputLine.product)):
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database.varePersonAntall[inputLine.product][inputLine.user] = database.varePersonAntall[inputLine.product].setdefault(inputLine.user,0) + 1
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if inputLine.product not in database.vareDatoAntall:
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database.vareDatoAntall[inputLine.product] = [0]*(inputLine.numberOfDays+1)
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database.vareDatoAntall[inputLine.product][inputLine.dateNum] += 1
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if inputLine.product not in database.vareUkedagAntall:
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database.vareUkedagAntall[inputLine.product] = [0]*7
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database.vareUkedagAntall[inputLine.product][inputLine.weekday] += 1
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#fyller inn for personer
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if (inputLine.inputUser=='') or (inputLine.inputUser==inputLine.user):
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if not inputLine.product == '':
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database.personVareAntall[inputLine.user][inputLine.product] = database.personVareAntall[inputLine.user].setdefault(inputLine.product,0) + 1
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database.personVareVerdi[inputLine.user][inputLine.product] = database.personVareVerdi[inputLine.user].setdefault(inputLine.product,0) + inputLine.price
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if inputLine.user not in database.personDatoVerdi:
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database.personDatoVerdi[inputLine.user] = [0]*(inputLine.numberOfDays+1)
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database.personDatoVerdi[inputLine.user][inputLine.dateNum] += inputLine.price
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if inputLine.user not in database.personUkedagVerdi:
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database.personUkedagVerdi[inputLine.user] = [0]*7
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database.personUkedagVerdi[inputLine.user][inputLine.weekday] += inputLine.price
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#fyller inn delt statistikk (genereres uansett)
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if (inputLine.product==''):
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if (inputLine.price>0):
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database.personPosTransactions[inputLine.user] = database.personPosTransactions.setdefault(inputLine.user,0) + inputLine.price
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else:
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database.personNegTransactions[inputLine.user] = database.personNegTransactions.setdefault(inputLine.user,0) + inputLine.price
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elif not (inputLine.inputType==1):
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database.globalVareAntall[inputLine.product] = database.globalVareAntall.setdefault(inputLine.product,0) + 1
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database.globalVareVerdi[inputLine.product] = database.globalVareVerdi.setdefault(inputLine.product,0) + inputLine.price
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#fyller inn for global statistikk
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if (inputLine.inputType==3) or (inputLine.inputType==4):
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database.pengebeholdning[inputLine.dateNum] += inputLine.price
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if not (inputLine.product==''):
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database.globalPersonAntall[inputLine.user] = database.globalPersonAntall.setdefault(inputLine.user,0) + 1
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database.globalPersonForbruk[inputLine.user] = database.globalPersonForbruk.setdefault(inputLine.user,0) + inputLine.price
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database.globalDatoVarer[inputLine.dateNum] += 1
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database.globalDatoForbruk[inputLine.dateNum] += inputLine.price
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database.globalUkedagForbruk[inputLine.weekday] += inputLine.price
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return database
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def buildDatabaseFromDb(inputType, inputProduct, inputUser):
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sdate = raw_input('enter start date (yyyy-mm-dd)? ')
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edate = raw_input('enter end date (yyyy-mm-dd)? ')
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print 'building database...'
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session = Session()
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transaction_list = session.query(Transaction).all()
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inputLine = InputLine(inputUser, inputProduct, inputType)
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startDate = getDateDb(transaction_list[0].time, sdate)
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endDate = getDateDb(transaction_list[-1].time, edate)
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inputLine.numberOfDays = (endDate-startDate).days
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database = Database()
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database = clearDatabase(database)
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if (inputType==3) or (inputType==4):
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database.globalDatoVarer = [0]*(inputLine.numberOfDays+1)
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database.globalDatoForbruk = [0]*(inputLine.numberOfDays+1)
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database.globalUkedagForbruk = [0]*7
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database.pengebeholdning = [0]*(inputLine.numberOfDays+1)
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print 'wait for it.... '
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for transaction in transaction_list:
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if transaction.purchase:
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products = map(lambda ent: ent.product.name, transaction.purchase.entries)
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else:
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products = []
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products.append('')
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inputLine.dateNum, inputLine.weekday = dateToDateNumDb(transaction.time, startDate)
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if inputLine.dateNum<0 or inputLine.dateNum>(inputLine.numberOfDays):
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continue
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inputLine.user=transaction.user.name
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inputLine.price=transaction.amount
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for inputLine.product in products:
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database=addLineToDatabase(database, inputLine )
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inputLine.price = 0;
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||||
|
||||
print 'saving as default.dibblerlog...',
|
||||
f=open('default.dibblerlog','w')
|
||||
line_format = '%s|%s|%s|%s|%s|%s\n'
|
||||
transaction_list = session.query(Transaction).all()
|
||||
for transaction in transaction_list:
|
||||
if transaction.purchase:
|
||||
products = u'¤'.join(map(lambda ent: ent.product.name, transaction.purchase.entries))
|
||||
description = ''
|
||||
else:
|
||||
products = ''
|
||||
description = transaction.description
|
||||
line = line_format % ('purchase', transaction.time, products, transaction.user.name, transaction.amount, transaction.description)
|
||||
f.write(line.encode('utf8'))
|
||||
session.close()
|
||||
f.close
|
||||
#bygg database.pengebeholdning
|
||||
if (inputType==3) or (inputType==4):
|
||||
for i in range(inputLine.numberOfDays+1):
|
||||
if i > 0:
|
||||
database.pengebeholdning[i] +=database.pengebeholdning[i-1]
|
||||
#bygg dateLine
|
||||
day=datetime.timedelta(days=1)
|
||||
dateLine=[]
|
||||
dateLine.append(startDate)
|
||||
for n in range(inputLine.numberOfDays):
|
||||
dateLine.append(startDate+n*day)
|
||||
print 'done'
|
||||
return database, dateLine
|
||||
|
||||
def buildDatabaseFromFile(inputFile, inputType, inputProduct, inputUser):
|
||||
sdate = raw_input('enter start date (yyyy-mm-dd)? ')
|
||||
edate = raw_input('enter end date (yyyy-mm-dd)? ')
|
||||
|
||||
f=open(inputFile)
|
||||
try:
|
||||
fileLines=f.readlines()
|
||||
finally:
|
||||
f.close()
|
||||
inputLine = InputLine(inputUser, inputProduct, inputType)
|
||||
startDate = getDateFile(fileLines[0].partition('|')[2].partition(' ')[0], sdate)
|
||||
endDate = getDateFile(fileLines[-1].partition('|')[2].partition(' ')[0], edate)
|
||||
inputLine.numberOfDays = (endDate-startDate).days
|
||||
database = Database()
|
||||
database = clearDatabase(database)
|
||||
|
||||
if (inputType==3) or (inputType==4):
|
||||
database.globalDatoVarer = [0]*(inputLine.numberOfDays+1)
|
||||
database.globalDatoForbruk = [0]*(inputLine.numberOfDays+1)
|
||||
database.globalUkedagForbruk = [0]*7
|
||||
database.pengebeholdning = [0]*(inputLine.numberOfDays+1)
|
||||
for linje in fileLines:
|
||||
if not (linje[0]=='#') and not (linje=='\n') :
|
||||
#henter dateNum, products, user, price
|
||||
restDel = linje.partition('|')
|
||||
restDel = restDel[2].partition(' ')
|
||||
inputLine.dateNum, inputLine.weekday = dateToDateNumFile(restDel[0], startDate)
|
||||
if inputLine.dateNum<0 or inputLine.dateNum>(inputLine.numberOfDays):
|
||||
continue
|
||||
restDel=restDel[2].partition('|')
|
||||
restDel=restDel[2].partition('|')
|
||||
products = restDel[0]
|
||||
restDel=restDel[2].partition('|')
|
||||
inputLine.user=restDel[0]
|
||||
inputLine.price=int(restDel[2].partition('|')[0])
|
||||
for inputLine.product in getProducts(products):
|
||||
database=addLineToDatabase(database, inputLine )
|
||||
inputLine.price = 0;
|
||||
#bygg database.pengebeholdning
|
||||
if (inputType==3) or (inputType==4):
|
||||
for i in range(inputLine.numberOfDays+1):
|
||||
if i > 0:
|
||||
database.pengebeholdning[i] +=database.pengebeholdning[i-1]
|
||||
#bygg dateLine
|
||||
day=datetime.timedelta(days=1)
|
||||
dateLine=[]
|
||||
dateLine.append(startDate)
|
||||
for n in range(inputLine.numberOfDays):
|
||||
dateLine.append(startDate+n*day)
|
||||
return database, dateLine
|
||||
|
||||
def printTopDict(dictionary, n, k):
|
||||
i=0
|
||||
for key in sorted(dictionary, key=dictionary.get, reverse=k):
|
||||
print key, ': ',dictionary[key]
|
||||
if i<n:
|
||||
i += 1
|
||||
else:
|
||||
break
|
||||
|
||||
def printTopDict2(dictionary, dictionary2, n):
|
||||
print ''
|
||||
print 'product : price[kr] ( number )'
|
||||
i=0
|
||||
for key in sorted(dictionary, key=dictionary.get, reverse=True):
|
||||
print key, ': ',dictionary[key], ' (', dictionary2[key], ') '
|
||||
if i<n:
|
||||
i += 1
|
||||
else:
|
||||
break
|
||||
|
||||
def printWeekdays(week, days):
|
||||
if week==[] or days==0:
|
||||
return
|
||||
print 'mon: ', '%.2f'%(week[0]*7.0/days), ' tue: ', '%.2f'%(week[1]*7.0/days), ' wen: ', '%.2f'%(week[2]*7.0/days), ' thu: ', '%.2f'%(week[3]*7.0/days), ' fri: ', '%.2f'%(week[4]*7.0/days), ' sat: ','%.2f'%( week[5]*7.0/days), ' sun: ', '%.2f'%(week[6]*7.0/days)
|
||||
print 'forbruk per dag (snitt): ', '%.2f'%(sum(week)*1.0/days)
|
||||
print ''
|
||||
|
||||
def printBalance(database, user):
|
||||
forbruk = 0
|
||||
if (user in database.personVareVerdi):
|
||||
forbruk = sum([i for i in database.personVareVerdi[user].values()])
|
||||
print 'totalt kjøpt for: ', forbruk,
|
||||
if (user in database.personNegTransactions):
|
||||
print 'kr, totalt lagt til: ', -database.personNegTransactions[user],
|
||||
forbruk=-database.personNegTransactions[user]-forbruk
|
||||
if (user in database.personPosTransactions):
|
||||
print 'kr, totalt tatt fra boks: ', database.personPosTransactions[user],
|
||||
forbruk=forbruk-database.personPosTransactions[user]
|
||||
print 'balanse: ', forbruk, 'kr',
|
||||
print ''
|
||||
|
||||
def printUser(database, dateLine, user, n):
|
||||
printTopDict2(database.personVareVerdi[user], database.personVareAntall[user], n)
|
||||
print '\nforbruk per ukedag [kr/dag],',
|
||||
printWeekdays(database.personUkedagVerdi[user], len(dateLine))
|
||||
printBalance(database, user)
|
||||
|
||||
def printProduct(database, dateLine, product, n):
|
||||
printTopDict(database.varePersonAntall[product], n, 1)
|
||||
print '\nforbruk per ukedag [antall/dag],',
|
||||
printWeekdays(database.vareUkedagAntall[product], len(dateLine))
|
||||
print 'Det er solgt: ', database.globalVareAntall[product], product, 'til en verdi av: ', database.globalVareVerdi[product], 'kr'
|
||||
|
||||
def printGlobal(database, dateLine, n):
|
||||
print '\nmest lagt til: '
|
||||
printTopDict(database.personNegTransactions, n, 0)
|
||||
print '\nmest tatt fra:'
|
||||
printTopDict(database.personPosTransactions, n, 1)
|
||||
print '\nstørst forbruk:'
|
||||
printTopDict(database.globalPersonForbruk, n, 1)
|
||||
printTopDict2(database.globalVareVerdi, database.globalVareAntall, n)
|
||||
print '\nforbruk per ukedag [kr/dag],',
|
||||
printWeekdays(database.globalUkedagForbruk, len(dateLine))
|
||||
print 'Det er solgt varer til en verdi av: ', sum(database.globalDatoForbruk), 'kr, det er lagt til', -sum([i for i in database.personNegTransactions.values()]), 'og tatt fra', sum([i for i in database.personPosTransactions.values()]),
|
||||
print 'balansen blir:', database.pengebeholdning[len(dateLine)-1], 'der negative verdier representerer at brukere har kreditt tilgjengelig'
|
||||
|
||||
def alt4menuTextOnly(database, dateLine):
|
||||
n=10
|
||||
while 1:
|
||||
print '\n1: user-statistics, 2: product-statistics, 3:global-statistics, n: adjust amount of data shown q:quit'
|
||||
inp = raw_input('')
|
||||
if inp == 'q':
|
||||
break
|
||||
elif inp == '1':
|
||||
try:
|
||||
printUser(database, dateLine, getUser(), n)
|
||||
except:
|
||||
print '\n\nSomething is not right, (last date prior to first date?)'
|
||||
elif inp == '2':
|
||||
try:
|
||||
printProduct(database, dateLine, getProduct(), n)
|
||||
except:
|
||||
print '\n\nSomething is not right, (last date prior to first date?)'
|
||||
elif inp == '3':
|
||||
try:
|
||||
printGlobal(database, dateLine, n)
|
||||
except:
|
||||
print '\n\nSomething is not right, (last date prior to first date?)'
|
||||
elif inp == 'n':
|
||||
n=int(raw_input('set number to show '));
|
||||
|
||||
def statisticsTextOnly():
|
||||
inputType = 4
|
||||
product = ''
|
||||
user = ''
|
||||
print '\n0: from file, 1: from database, q:quit'
|
||||
inp = raw_input('')
|
||||
if inp == '1':
|
||||
database, dateLine = buildDatabaseFromDb(inputType, product, user)
|
||||
elif inp=='0' or inp == '':
|
||||
database, dateLine = buildDatabaseFromFile('default.dibblerlog', inputType, product, user)
|
||||
if not inp == 'q':
|
||||
alt4menuTextOnly(database, dateLine)
|
||||
Loading…
Reference in New Issue
Block a user