{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Lokaverkefni LIRU 2018: Háskólinn í Reykjavík" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Framvindugögn og Framsetning" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Eftir Axel Björnsson, Darra Valgarðsson og Eddu Steinunni Rúnarsdóttur" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Það kerfi sem notað er í dag til að reikna greiðslumat umsækjanda í Landsbankanum er gluggaforrit sem keyrir í Windows tölvum, þ.e. Windows Forms client sem er ein eining af safni slíkra gluggaforrita sem saman mynda eitt heildar innrakerfi sem starfsmenn Landsbankans nota daglega í ýmsum tilgangi. Greiðslumatskerfið talar við áreiðanlega vefþjónustu sem talar bæði við gagnagrunn bankans og gagnagrunn á vegum Creditinfo.\n", "\n", "Þó greiðslumatskerfið geti gert það sem til er ætlast af því er erfitt að vinna í því. Flæði kerfisins er erfitt, gallar eru til staðar, það er erfitt að eiga endurkvæmt úr ýmsum aðgerðum sem eru framkvæmdar í kerfinu, útlitið er hrátt, ýmist of lítið eða of mikið af upplýsingum er birt hverju sinni og ýmsar skjámyndir kerfisins hafa yfirgnæfandi mikið efni sem gerir það óaðgengilegt. Allt þetta dregur úr virkni og þægindum kerfisins sem getur verið erfitt í daglegri notkun.\n", "\n", "Mörg innrakerfi þessa heildar innrakerfis eru einnig erfið að vinna í og því er verið að skoða þann möguleika að koma innrakerfinu í heild sinni á netið þar sem sjálfvirk auðkenning er notuð líkt og í fyrra kerfi, að einingarnar geri það sem til er ætlast af þeim eins og áður, en bætt útlit og bætt flæði í er fyrirrúmi.\n", "\n", "Sem fyrsta skref í þessarri aðgerð stendur til að setja eitt þessarra gluggaforrita á vefinn, það er greiðslumatskerfið. Það skal hafa bætt útliti, flæði og virkni. Teymið hefur tekið þetta verkefni að sér og er það lokaverkefni í Háskólanum í Reykjavík. Sjái teymið fram á að geta tekið að sér stærra umfang á meðan á lokaverkefninu stendur er möguleiki á að útvíkkun verði á verkefninu. Þá mun teymið hefja samþættingu á heildar innrakerfinu yfir á vefinn. Hvort sem tími gefst í það eða ekki þarf teymið að hafa huga í sinni vinnu að greiðslumatskerfið mun mögulega vera samþætt inn í heildar innrakerfið síðar meir ef það verður skrifað yfir á vefinn líka.\n", "\n", "Eftirfarandi skjal inniheldur öll gögn um framvindu verkefnisins sem var byggð upp á meðan verkefninu stóð. Gögnin eru sett fram í formi framvindurits (Burndown chart) og verkefnakökuriti (productivity pie) til samantektar á vinnu gerða í spretti í formi stikkorða.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Nauðsynleg forritunarsöfn sett inn" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import random\n", "import plotly as py\n", "import plotly.graph_objs as go\n", "import matplotlib as mpl\n", "import matplotlib.dates as mdates\n", "import datetime\n", "import matplotlib.dates as mdates\n", "import matplotlib.cbook as cbook\n", "import seaborn as sns \n", "import matplotlib.patches as mpatches\n", "import plotly.plotly as py\n", "import plotly.graph_objs as go\n", "\n", "mpl.style.use('seaborn-darkgrid')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Frumstilling gagna" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tvö gagnasett eru byggð upp. Eitt er framvindugagnasettið sem geymir öll gögn um framvindu, þ.e. unna tíma, forgangssögupunkta sem eftir eru og heildarsögupunkta sem eftir eru og dagsetningar þeirra. og kaffibollagagnasettið sem geymir yfrlit yfir kaffidrykkju á meðan verkefni stendur. Bæði gagnasett eru byggð upp innan þessa skjals til að allar upplýsingar komi sem skýrast fram í skjalinu." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "initialStoryPoints = 323\n", "initialPriorityStoryPoints = 298\n", "StoryPointsRemaining = 323\n", "PriorityStoryPointsRemaining = 298\n", "ActualData = {'Entry' : [0], 'Day': ['22/01/2018'], 'Sprint' : [0], 'SPR' : [initialStoryPoints], 'PSPR' : [initialPriorityStoryPoints], 'DayWork' : ['Undirbúningur: Framvinduskýrsla'], 'Hours' : [2]}\n", "ActualData = pd.DataFrame(data=ActualData)\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "CoffeTracker = {'Entry': [0], 'Sprint' : [0], 'Weekday' : 'Thursday', 'Edda' : [0], 'Darri' : [0], 'Axel' : [0]}\n", "CoffeTracker = pd.DataFrame(data=CoffeTracker)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Yfirlýsing og útfærsla fallna til framsetningar og gagnavinnslu" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Eftirfarandi eru föll til aðstoðar við framsetningu eða innsetningu gagna" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gagnasetshjálparföll" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallð updateDF uppfærir raungögn fyrir framvindugagnasettið" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def updateDF(DF, day, sprint, workdone, hours, completedSP=0, completedPSP=0):\n", " global StoryPointsRemaining, PriorityStoryPointsRemaining\n", " StoryPointsRemaining -= completedSP\n", " PriorityStoryPointsRemaining -= completedPSP\n", " return DF.append({'Entry' : len(ActualData.index), 'Day': day, 'Sprint' : sprint, 'SPR' : StoryPointsRemaining, 'PSPR' : PriorityStoryPointsRemaining, 'DayWork' : workdone, 'Hours' : hours}, ignore_index=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið updateCoffe uppfærir raungögn fyrir kaffibollagagnasettið" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def updateCoffee(DF, sprint, weekday, edda, darri, axel):\n", " return DF.append({'Entry' : len(CoffeTracker.index), 'Sprint' : sprint, 'Weekday' : weekday, 'Edda' : edda, 'Darri' : darri, 'Axel' : axel}, ignore_index=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gagnaframsetningarhjálparföll" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið makeMePieChartFromSprint býr til verkefnakökurit fyrir sprett sem sendur er inn sem færibreyta sem tölustafur og táknar sprettsnúmer (0 er upphafssprettur)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Generates productivity pie chart for a given sprint\n", "\n", "def makeMePieChartFromSprint (sprint):\n", " \n", " # Frequency table created\n", " DayWorkDF = ActualData\n", " DayWorkDF = DayWorkDF[DayWorkDF['Sprint'] == sprint]\n", " DayWorkDF = DayWorkDF.loc[:, ['DayWork', 'Hours']]\n", " DayWorkDF = DayWorkDF.groupby(['DayWork'])['Hours'].sum().reset_index()\n", " DayWorkDF.sort_values(by=['Hours'], ascending=False)\n", " \n", " # Pallette\n", " cpallette = sns.color_palette(\"husl\", 8)\n", "\n", " font = {'size' : 16}\n", " plt.rc('font', **font)\n", " \n", " plt.pie( DayWorkDF.Hours,\n", " colors=cpallette,\n", " autopct='%1.1f%%',\n", " shadow=False,\n", " startangle=90 )\n", " \n", " plt.legend(DayWorkDF.DayWork, bbox_to_anchor=(1,0), loc=\"lower right\", bbox_transform=plt.gcf().transFigure)\n", " \n", " plt.title('Verkefnayfirlit fyrir sprett ' + str(sprint), fontsize=20)\n", " plt.tight_layout()\n", " fig = plt.gcf()\n", " fig.set_size_inches(13,7)\n", " plt.axis('equal')\n", " plt.savefig('VerkefnayfirlitSprettur' + str(sprint) + '.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið makeMePieChartForAllSprints gerir verkefnayfirlit úr yfirflokkum þeirra verkefna sem unnin eru fyrir alla spretti" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def truncate_colon(dw):\n", " return dw.split(':')[0]\n", "\n", "def makeMePieChartForAllSprints ():\n", " \n", " # Frequency table created\n", " DayWorkDF = ActualData\n", " DayWorkDF = DayWorkDF.loc[:, ['DayWork', 'Hours']]\n", " DayWorkDF['DayWork'] = DayWorkDF['DayWork'].apply(truncate_colon)\n", " DayWorkDF = DayWorkDF.groupby(['DayWork'])['Hours'].sum().reset_index()\n", " DayWorkDF.sort_values(by=['Hours'], ascending=False)\n", " \n", " # Pallette\n", " cpallette = sns.color_palette(\"husl\", 8)\n", "\n", " font = {'size' : 16}\n", " plt.rc('font', **font)\n", " \n", " plt.pie( DayWorkDF.Hours,\n", " colors=cpallette,\n", " autopct='%1.1f%%',\n", " shadow=False,\n", " startangle=90 )\n", " \n", " plt.legend(DayWorkDF.DayWork, bbox_to_anchor=(1,0), loc=\"lower right\", bbox_transform=plt.gcf().transFigure)\n", " \n", " plt.title('Verkefnayfirlit fyrir spretti ', fontsize=20)\n", " plt.tight_layout()\n", " fig = plt.gcf()\n", " fig.set_size_inches(13,7)\n", " plt.axis('equal')\n", " plt.savefig('Verkefnayfirlit' + '.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið plotBurndownChartFromSprint býr til burndown framvindu fyrir sprett sem sendur er inn sem færibreyta sem tölustafur og táknar sprettsnúmer (0 er upphafssprettur). Hann býr einnig til flata línu til að setja fram myndræna framsetningu á sprettsmarkmiði sem er einnig send inn sem færibreyta í fallið." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# PLOTS BURNDOWNCHART FROM SPRINT\n", "\n", "def plotBurndownChartFromSprint (sprint, goal) :\n", " \n", " ## SETUP FOR NEW BD CHART\n", " df1 = ActualData\n", " df1 = df1.drop(['DayWork'], axis=1)\n", " df1=df1.sort_values(by='Entry', ascending=True)\n", " df1 = df1.drop(['Entry'], axis=1)\n", " df2 = df1\n", " df3 = df1\n", " df2= df2.groupby(['Day'], sort=False)['Hours'].sum().reset_index()\n", " df1= df1.groupby(['Day'], sort=False)['PSPR', 'SPR'].min().reset_index()\n", " df3= df3.groupby(['Day'], sort=False)['Sprint'].min().reset_index()\n", "\n", " resultdf = pd.concat([df1, df2, df3], axis=1)\n", " resultdf = resultdf.loc[:,~resultdf.columns.duplicated()]\n", " resultdf = resultdf[resultdf['Sprint'] == sprint].reset_index()\n", "\n", " ax = []\n", "\n", " # Pallette\n", " cpallette = 'purple'\n", " AColor = '#99ffeb'\n", " AAColor = '#00cca3'\n", " EColor = '#ffcc99'\n", " EEColor = '#ff9933'\n", "\n", " #create upper subplot\n", " plt.figure(figsize = (20, 20))\n", " font = {'size' : 16}\n", " plt.rc('font', **font)\n", " ax.append(plt.subplot(211))\n", " plt.xticks(range(len(resultdf.Day)), resultdf.Day)\n", " plt.plot(resultdf.index, resultdf.SPR, '--',\n", " marker='o',\n", " color=EColor,\n", " linewidth=1.9,\n", " label=resultdf.SPR)\n", " plt.plot(resultdf.index, resultdf.PSPR,\n", " marker='o',\n", " color=AAColor,\n", " linewidth=1.9,\n", " label=resultdf.PSPR)\n", " if(goal != -1):\n", " plt.axhline(y=goal, color='#FE5F55', linestyle='--')\n", " plt.ylim(resultdf.PSPR.min()-100,resultdf.SPR.max()+35)\n", " plt.yticks([])\n", " plt.fill_between(resultdf.index, resultdf.PSPR, color=AColor, alpha='0.6')\n", " plt.fill_between(resultdf.index, resultdf.SPR, color=EColor, alpha='0.1')\n", " for i in range(len(resultdf)):\n", " plt.text(i, resultdf.SPR[i] + 3, resultdf.SPR[i], ha='center', va='bottom')\n", " plt.text(i, resultdf.PSPR[i] + 3, resultdf.PSPR[i], ha='center', va='bottom')\n", "\n", " #create plot on secondary y-axis of upper subplot\n", " ax.append(ax[0].twinx())\n", " plt.bar( resultdf.index,\n", " list(resultdf.Hours),\n", " width=0.2,\n", " color=cpallette,\n", " alpha=0.6)\n", " plt.yticks([])\n", " for i in range(len(resultdf)):\n", " plt.text(i, resultdf.Hours[i], resultdf.Hours[i], ha='center', va='bottom')\n", " plt.ylim(0, 100)\n", " font = {'size' : 12}\n", " plt.rc('font', **font)\n", " all_patch = mpatches.Patch(color=EEColor, label='Heildarsögupunktar eftir')\n", " priority_patch = mpatches.Patch(color=AAColor, label='Heildarforgangssögupunktar eftir')\n", " hours_patch = mpatches.Patch(color='purple', label='Klukkustundir unnar')\n", " if(goal != -1):\n", " goal_patch = mpatches.Patch(color='#FE5F55', label='Markmið spretts (forgangssögupunktar)')\n", " plt.legend(handles=[all_patch, priority_patch, hours_patch, goal_patch], fontsize='large')\n", " else:\n", " plt.legend(handles=[all_patch, priority_patch, hours_patch], fontsize='large')\n", " plt.title('Burndown Framvindurit fyrir sprett ' + str(sprint), fontsize=20)\n", " plt.xlabel('Dags', fontsize=12)\n", " plt.savefig('BurndownSprettur' + str(sprint) + '.jpg')\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið plotBurndownChartForAllSprints teiknar upp framvindurit líkt og fallið að ofan en fyrir allt verkefnið í heild sína, þ.e. alla spretti verkefnisins í einu" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# PLOTS BURNDOWNCHART FROM SPRINT\n", "\n", "def plotBurndownChartForAllSprints () :\n", " \n", " ## SETUP FOR NEW BD CHART\n", " df1 = ActualData\n", " df1 = df1.drop(['DayWork'], axis=1)\n", " df1=df1.sort_values(by='Entry', ascending=True)\n", " df1 = df1.drop(['Entry'], axis=1)\n", " df2 = df1\n", " df3 = df1\n", " df2= df2.groupby(['Day'], sort=False)['Hours'].sum().reset_index()\n", " df1= df1.groupby(['Day'], sort=False)['PSPR', 'SPR'].min().reset_index()\n", " df3= df3.groupby(['Day'], sort=False)['Sprint'].min().reset_index()\n", "\n", " resultdf = pd.concat([df1, df2, df3], axis=1)\n", " resultdf = resultdf.loc[:,~resultdf.columns.duplicated()]\n", "\n", " ax = []\n", "\n", " # Pallette\n", " cpallette = 'purple'\n", " AColor = '#99ffeb'\n", " AAColor = '#00cca3'\n", " EColor = '#ffcc99'\n", " EEColor = '#ff9933'\n", "\n", " #create upper subplot\n", " plt.figure(figsize = (20, 20))\n", " font = {'size' : 16}\n", " plt.rc('font', **font)\n", " ax.append(plt.subplot(211))\n", " plt.xticks(range(len(resultdf.Day)), resultdf.Day)\n", " plt.plot(resultdf.index, resultdf.SPR, '--',\n", " marker='o',\n", " color=EColor,\n", " linewidth=1.9,\n", " label=resultdf.SPR)\n", " plt.plot(resultdf.index, resultdf.PSPR,\n", " marker='o',\n", " color=AAColor,\n", " linewidth=1.9,\n", " label=resultdf.PSPR)\n", " plt.ylim(resultdf.PSPR.min()-260,resultdf.SPR.max()+55)\n", " plt.xticks(rotation=90)\n", " plt.yticks([])\n", " plt.fill_between(resultdf.index, resultdf.PSPR, color=AColor, alpha='0.6')\n", " plt.fill_between(resultdf.index, resultdf.SPR, color=EColor, alpha='0.1')\n", " for i in range(len(resultdf)):\n", " plt.text(i, resultdf.SPR[i] + 3, resultdf.SPR[i], ha='center', va='bottom')\n", " plt.text(i, resultdf.PSPR[i] + 3, resultdf.PSPR[i], ha='center', va='bottom')\n", "\n", " #create plot on secondary y-axis of upper subplot\n", " ax.append(ax[0].twinx())\n", " plt.bar( resultdf.index,\n", " list(resultdf.Hours),\n", " width=0.2,\n", " color=cpallette,\n", " alpha=0.6)\n", " plt.xticks(rotation=90)\n", " plt.yticks([])\n", " for i in range(len(resultdf)):\n", " plt.text(i, resultdf.Hours[i], resultdf.Hours[i], ha='center', va='bottom')\n", " plt.ylim(0, 100)\n", " all_patch = mpatches.Patch(color=EEColor, label='Heildarsögupunktar eftir')\n", " priority_patch = mpatches.Patch(color=AAColor, label='Heildarforgangssögupunktar eftir')\n", " hours_patch = mpatches.Patch(color='purple', label='Klukkustundir unnar')\n", " plt.legend(handles=[all_patch, priority_patch, hours_patch], fontsize='large')\n", " font = {'size' : 12}\n", " plt.rc('font', **font)\n", " plt.title('Burndown Framvindurit fyrir LIRU Lokaverkefni', fontsize=23)\n", " plt.xlabel('Dags', fontsize=12)\n", " plt.savefig('Burndown Framvindurit fyrir LIRU Lokaverkefni' + '.jpg')\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið thursdaysVsFridaysCoffeePieChart setur fram mun á kaffineyslu á fimmtudögum og föstudögum meðal teymis" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Generates coffee pie of thursdays vs fridays\n", "\n", "def thursdaysVsFridaysCoffeePieChart ():\n", " \n", " # Frequency table created\n", " CoffePie = CoffeTracker\n", " CoffePie = CoffePie.loc[:, ['Axel', 'Darri', 'Edda', 'Weekday']]\n", " CoffePie = CoffePie.groupby(['Weekday'])['Axel', 'Darri', 'Edda'].sum().reset_index()\n", " CoffePie.sort_values(by=['Weekday'], ascending=False)\n", " CoffePie['totalCoffee'] = CoffePie.apply(lambda row: row.Edda + row.Darri + row.Axel, axis=1)\n", " CoffePie = CoffePie.loc[:, ['Weekday', 'totalCoffee']]\n", " \n", " # Pallette\n", " cpallette = sns.color_palette(\"husl\", 8)\n", "\n", " font = {'size' : 16}\n", " plt.rc('font', **font)\n", " \n", " plt.bar( CoffePie.Weekday,\n", " list(CoffePie.totalCoffee),\n", " color=cpallette)\n", " \n", " plt.title('Fimmtudagar vs Föstudagar: Kaffi', fontsize=20)\n", " plt.tight_layout()\n", " fig = plt.gcf()\n", " fig.set_size_inches(7,6)\n", " #plt.axis('equal')\n", " plt.savefig('LokaverkefniKaffiFimmtudagarVsFöstudagar.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fallið whoWinsCoffeePlot setur fram muninn á kaffineyslu fyrir hvern teymismeðlim fyrir sig" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Generates coffee pie of thursdays vs fridays\n", "\n", "def whoWinsCoffeePlot ():\n", " \n", " # Frequency table created\n", " CoffeIndividual = CoffeTracker.groupby(['Weekday'])['Axel', 'Darri', 'Edda'].sum()\n", " CoffeIndividual = CoffeIndividual.loc[:, ['Axel', 'Darri', 'Edda']].sum().reset_index()\n", " CoffeIndividual = CoffeIndividual.groupby(['Axel', 'Darri', 'Edda']).sum()\n", " \n", " # Pallette\n", " cpallette = sns.color_palette(\"husl\", 8)\n", "\n", " font = {'size' : 16}\n", " plt.rc('font', **font)\n", " \n", " plt.bar( CoffeIndividual.index,\n", " list(CoffeIndividual.loc[:, 0]),\n", " color=cpallette,)\n", " \n", " plt.title('Hver vinnur kaffi?', fontsize=20)\n", " plt.tight_layout()\n", " fig = plt.gcf()\n", " fig.set_size_inches(5,6)\n", " #plt.axis('equal')\n", " plt.savefig('LokaverkefniKaffiWinner.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 0: Upphafssprettur" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Upphafsspretturinn stóð yfir í tvær vikur samkvæmt áætlun, dagana 8. janúar - 22. janúar. Lokaverkefni var fengið hjá Landsbankanum og fundað var tvisvar með tengiliðum bankans um fyrirkomulag og verkefni. Sett var upp beinagrind fyrir verklag; í aðalatriðum var gert ráð fyrir u.þ.b. 16 vinnutímum fyrir hvern hópmeðlim í viku í verkefnið eða tveir heilir vinnudagar í viku, fimmtudag og föstudag. 38 tímar fóru alls í upphafssprettinn sem er um 40% af vinnutíma samkvæmt hinni nýju áætlun. Hins vegar tekur sú prósenta af vinnutíma mið af því að ekki var búið að útvega okkur aðgengi að kerfinu og þar af leiðandi gátum við ekki byrjað að gera kröfulista og frumgerðahönnun. Í staðinn undirbjuggum við skýrslugerð og verklag eftir bestu getu, svo langt sem það náði. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn í gagnasett" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 0: 40\n" ] } ], "source": [ "## FOR SPRINT 0 ACTUAL DATA\n", "sprint = 0\n", "ActualData = updateDF (ActualData, '08/01/2018', sprint, 'Fundur við fyrirtæki', 3*1)\n", "ActualData = updateDF (ActualData, '15/01/2018', sprint, 'Fundur við fyrirtæki', 3*4)\n", "ActualData = updateDF (ActualData, '17/01/2018', sprint, 'Skýrslugerð', 3)\n", "ActualData = updateDF (ActualData, '17/01/2018', sprint, 'Undirbúningur: Frumgerðahönnun', 3)\n", "ActualData = updateDF (ActualData, '19/01/2018', sprint, 'Undirbúningur: Verklagsundirbúningur', 3*5)\n", "ActualData = updateDF (ActualData, '19/01/2018', sprint, 'Skýrslugerð', 2)\n", "# Tjékka hvort passar\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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19aH9pqMAAM7ACCIA1MN7KF2VH8ySCotNRwFCVoXHoz9sWacdudl6cvDlimYD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\nF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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot and save figure from a sprint\n", "makeMePieChartFromSprint(0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fyrsti spretturinn stóð yfir í tvær vikur samkvæmt áætlun dagana 22. janúar - 5. febrúar. Í spretti 1 var fyrst og fremst fundað með tengiliðum bankans til að komast vel inn í kerfið, til þess að sammælast um þau tæki og tól sem okkur ber að nota og til þess að sammælast um kröfulista. Sett var upp beinagrind að hönnun sem sjá má í kafla 4.1 sem sýnir grófa mynd af frumgerðum sem voru búnar til sem upphafleg hugsun á hönnun, með fyrirvara um að breyting verði á þeirri hönnun. Upphaflegur kröfulisti var settur saman eins og sjá má í kafla 7.1 en þar eru komnar tæpar 40 kröfur. Enn á eftir að framkvæma sögupunktamat, en það verður gert síðar, eða við upphaf forritunar til þess að mat þeirra verði sem nákvæmast. Alls fóru 94 tímar í sprett 1 sem er um 100% af vinnutíma samkvæmt áætlun." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 1: 94\n" ] } ], "source": [ "## SPRETTUR 1\n", "# 22 jan\n", "ActualData = updateDF (ActualData, '22/01/2018', 1, 'Skýrslugerð', 5*3)\n", "# 26 jan\n", "ActualData = updateDF (ActualData, '26/01/2018', 1, 'Skýrslugerð', 2*3)\n", "ActualData = updateDF (ActualData, '26/01/2018', 1, 'Fundur við fyrirtæki', 4*3)\n", "ActualData = updateDF (ActualData, '26/01/2018', 1, 'Undirbúningur: uppsetning þróunartóla', 2*2+1, 2*2+1, 2*2+1) # SETJA UPP ÞRÓUNARUMHV\n", "#29 jan\n", "ActualData = updateDF (ActualData, '29/01/2018', 1, 'Undirbúningur: Kynningarundirbúningur', 2*3)\n", "#1 feb\n", "ActualData = updateDF (ActualData, '01/02/2018', 1, 'Fundur við fyrirtæki', 8, 8, 8) ## LÆRA Á FYRRA KERFI\n", "ActualData = updateDF (ActualData, '01/02/2018', 1, 'Undirbúningur: Þarfagreining', 2*3)\n", "ActualData = updateDF (ActualData, '01/02/2018', 1, 'Undirbúningur: Frumgerðahönnun', 2*3)\n", "#2 feb\n", "ActualData = updateDF (ActualData, '02/02/2018', 1, 'Fundur við fyrirtæki', 2*3)\n", "ActualData = updateDF (ActualData, '02/02/2018', 1, 'Undirbúningur: Þarfagreining', 3*3)\n", "ActualData = updateDF (ActualData, '02/02/2018', 1, 'Undirbúningur: Frumgerðahönnun', 5*3)\n", "# Tjékka hvort passar\n", "sprint = 1\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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HRJ1Yao0TD2zKQo7VrXQUIqKQwAKRiEKSlF0I398+g6i1Kh2FiC6iwuXHg1ty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jxYYx/WRnXn+ebNm2zYsIHJkyczatQoAFxdXenTp0+1bRYVFTF9+nRlwqPyPh4wYAChoaFA2Wfi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\nzEhaF25ubkRHR7No0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lknFtbGywsrIiPDwciD/PatWqcfToUWJjYzly5AimpqZUq1aNatWqcf36de7evcsff/xB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\nbf6LAIANxJjnTfw2CAAYWAxDruHP7CTWeSxaOma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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "makeMePieChartFromSprint(1)\n", "plotBurndownChartFromSprint(1, -1)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Annar spretturinn stóð yfir í tvær vikur samkvæmt áætlun dagana 5. febrúar - 19. febrúar. Í spretti 2 var fyrst og fremst reynt að hefja forritun með tilheyrandi rannsóknum og upplýsingaöflun á vefþjónustu, forritunarumhverfi og forritunarverkþættir voru brotnir niður. Einu sinni var fundað með tengiliðum bankans til að athuga hvort teymið væri ekki örugglega að gera allt samkvæmt þeirra kröfum. Sett var upp beinagrind að forritunarverkefninu með tilheyrandi þörfum (e. dependencies) og forritunarumhverfi er nú mest uppsett. Byrjað var að forrita eina skjámynd, einstaklingsleit, en gróf hönnun á henni má sjá í kafla 4.1.1. Enn á eftir að framkvæma sögupunktamat, en það verður gert síðar, eða þegar teymið er komið aðeins áleiðis með forritunina þannig að mat þeirra verði sem nákvæmast. Alls fóru 75 tímar í sprett 2 sem er u.þ.b. 80% af vinnutíma samkvæmt áætlun. Teymið tók meðvitaða ákvörðun að vinna aðeins þrjá daga í stað fjóra í sprett 2 (engu að síður langa þrjá vinnudaga) vegna þess að takmörkuð kunnátta á ReactJS kynni að aftra framvindu, svo teymið ákvað að betra væri að kynnast React vel á eigin tíma í þessum spretti til að vera sem afkastamest í þeim næsta. Teymið mun koma til með að vinna einn aukadag í komandi sprettum í stað þess sem glataðist, í hvaða spretti fer eftir tilmælum bankans og hvenær aðstæða sé laus." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 2: 75\n" ] } ], "source": [ "## SPRETTUR 2\n", "# FEB 9\n", "ActualData = updateDF (ActualData, '09/02/2018', 2, 'Skýrslugerð', 3)\n", "ActualData = updateDF (ActualData, '09/02/2018', 2, 'Skýrslugerð', 3*3, 3, 3)\n", "ActualData = updateDF (ActualData, '09/02/2018', 2, 'Undirbúningur: Rannsókn (API/ReactJS)', 3*5, 3, 3)\n", "# FEB 15\n", "ActualData = updateDF (ActualData, '15/02/2018', 2, 'Fundur við fyrirtæki', 3*1, 3, 3)\n", "ActualData = updateDF (ActualData, '15/02/2018', 2, 'Undirbúningur: Uppsetning verkefnis', 3*3, 3, 3)\n", "ActualData = updateDF (ActualData, '15/02/2018', 2, 'Forritun: Tengjast Vefþjónustu', 3*4, 5, 5)\n", "# FEB 16\n", "ActualData = updateDF (ActualData, '16/02/2018', 2, 'Forritun: Einstaklingaleit', 3*6, 10, 10)\n", "ActualData = updateDF (ActualData, '16/02/2018', 2, 'Undirbúningur: Kynningarundirbúningur', 3*2, 5, 5)\n", "# Tjékka hvort passar\n", "sprint = 2\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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KQjIcyz9jOSRqApVlAlu+tOHsMS78RETkLTiCSEQEQCgq5I1xUHYc0joKkU9R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Y8//hhNTU2GDRvGb7/9xs6dOxkxYgRVq1blo48+KvZ+e/XqxZkzZ+jUqVOh3UmLysjIiLNnz3Lx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\nlw8++MBg+9GjRw3+bx9bS0sLZ86ceSAxaDQazM3Nl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Il88Bd/d6bNr0i1Gc1q3b4+CQH4Dbt4OwtrYmb958WFtbM2TI9wQHBwGwdesm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\n9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Burndown and productivity pie from sprint 2\n", "makeMePieChartFromSprint(2)\n", "plotBurndownChartFromSprint(2, 253)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Þriðji spretturinn stóð yfir í tvær vikur samkvæmt áætlun dagana 5. febrúar - 19. febrúar. Í spretti 3 var fyrst og fremst klárað að setja upp sjálvirkt auðkenni/leyfi til að eiga samskipti við gagnagrunninn (API). Það hófst og sett var upp einstaklingaleit og sýnd greiðslumöt fyrir einstaklinga. Auk þess var kóði lagfærður og minniháttar villur lagaðar. Alls foru 75 klukkustundir í sprett 3 sem eru rúm 80% af vinnutíma. Veikindi voru meðal teymisins sem skýrir fjarveruna. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 3: 79\n" ] } ], "source": [ "## SPRETTUR 3\n", "# FEB 22\n", "ActualData = updateDF (ActualData, '22/02/2018', 3, 'Skýrslugerð: Sögupunktamat', 1)\n", "ActualData = updateDF (ActualData, '22/02/2018', 3, 'Skýrslugerð: Sögupunktamat', 3*3-1)\n", "ActualData = updateDF (ActualData, '22/02/2018', 3, 'Forritun: Einstaklingsleit', 3*2, 4, 4)\n", "ActualData = updateDF (ActualData, '22/02/2018', 3, 'Undirbúningur: Continous Integration', 5, 4, 4)\n", "ActualData = updateDF (ActualData, '22/02/2018', 3, 'Forritun: Sjálfvirkt token', 7, 8, 8)\n", "# FEB 23\n", "ActualData = updateDF (ActualData, '23/02/2018', 3, 'Forritun: Sjálfvirkt token', (2*9)+1, 10, 10)\n", "ActualData = updateDF (ActualData, '23/02/2018', 3, 'Forritun: Einstaklingsleit', 9, 5, 5)\n", "# MARCH 1\n", "ActualData = updateDF (ActualData, '01/03/2018', 3, 'Forritun: Einstaklingaleit', 8, 5, 4)\n", "ActualData = updateDF (ActualData, '01/03/2018', 3, 'Forritun: Code Refactor', 8)\n", "# MARCH 2\n", "ActualData = updateDF (ActualData, '02/03/2018', 3, 'Forritun: Bug Fix', 3, 3, 3)\n", "ActualData = updateDF (ActualData, '02/03/2018', 3, 'Forritun: Code Refactor', 2, 2)\n", "ActualData = updateDF (ActualData, '02/03/2018', 3, 'Forritun: Einstaklingsleit', 3, 3, 3)\n", "# Tjékka hvort passar\n", "sprint = 3\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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hRETUrlggEhG1kdNuRtmxz1GVtB6C0y52nE5h7KaBEmFix6AmSP2AbfZKUZ59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\nAP4GMZIYlYghDj8AAAAASUVORK5CYII=\n", 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+w8LCgn79BmNubk7evPk4f/5vjh07AkBUVBTdu/emSZPmAOTM6UDt2nXZsOEX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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Burndown and productivity pie from sprint 3\n", "makeMePieChartFromSprint(3)\n", "plotBurndownChartFromSprint(3, 226)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fjórði spretturinn stóð yfir í tvær vikur samkvæmt áætlun dagana 5. mars - 19. mars. Í spretti 4 var fyrst og fremst einblínt að birta þann aragrúa af upplýsingum sem fylgir niðurstöðum greiðslumats, þar á meðal laun, framfærslugjöld, rekstarkostnaður, börn, skuldir, o.s.frv. Mikil samskipti voru á milli teymis og hagsmunaaðilla vegna bætinga á birtingum á þessum upplýsingum, þ.e. til að birta ekki ónothæfar upplýsingar og birta þær sem skiptu máli. Náð var að birta allar upplýsingar og uppsetning var komin langt á veg í þessum spretti. Alls fóru 88 tímar í sprett 2 sem er u.þ.b. 92% af vinnutíma samkvæmt áætlun, en það er vegna veikinda teymismeðlims einn daginn. Markmiði spretts var náð; markmiðið fyrir sprett 4 var að brenna 51 forgangssögupunkti, en þar sem vel gekk með verkefni sprettsins tókst teyminu að útfæra aðra kröfu umfram þær sem stóð til útfæra í sprettinum og því voru 61 sögupunktar útfærðir." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 4: 88\n" ] } ], "source": [ "## SPRETTUR 4\n", "sprint = 4\n", "# MAR 8\n", "ActualData = updateDF (ActualData, '08/03/2018', sprint, 'Skýrslugerð', 3*3)\n", "ActualData = updateDF (ActualData, '08/03/2018', sprint, 'Útlit: MaterialUI', 2*3, 2, 2)\n", "ActualData = updateDF (ActualData, '08/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 3*3, 7, 7)\n", "# MAR 9\n", "ActualData = updateDF (ActualData, '09/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 2*2, 2, 2)\n", "ActualData = updateDF (ActualData, '09/03/2018', sprint, 'Forritun: Code Refactor', 2*2, 2, 2)\n", "ActualData = updateDF (ActualData, '09/03/2018', sprint, 'Útlit: MaterialUI', 2*2, 2, 2)\n", "ActualData = updateDF (ActualData, '09/03/2018', sprint, 'Forritun: Code Refactor', 2*2, 2, 2)\n", "# MAR 15\n", "ActualData = updateDF (ActualData, '15/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 3*8, 2*8+7, 2*8+6)\n", "# MAR 16\n", "ActualData = updateDF (ActualData, '16/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 3*8, 2*8+5, 2*8+5)\n", "# Tjékka hvort passar\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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4fCnqyo606fk20xlUD7V4ORVRx7S+eC+W7vgjjlafFx2FiIjAgkhEVE/2uFC8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\nw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y84qKimLAgG8pUeITAHr06MOIEYPp1atfkmO0a9eRUqVKA9CoUVOWLFlo1H7u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\n1Vff9F+J0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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Burndown and productivity pie from sprint 4\n", "makeMePieChartFromSprint(4)\n", "plotBurndownChartFromSprint(4, 161)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 5" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fimmti spretturinn var óreglulegur og stóð ekki yfir í tvær vikur samkvæmt verklagsáætlunum vegna páskafrís og teymið vildi ekki missa vinnutíma vegna yfirvofandi prófatíðar. Sprettur fimm stóð yfir dagana 19. mars - 6. apríl, í þrjár vikur þar sem páskafrí var 29. mars, fimmtudegi. Í spretti 5 var fyrst og fremst einblínt að útfæra uppfærslu, eyðingu og bætingu á upplýsingum á því sem notandi má breyta af þeim aragrúa af upplýsingum sem fylgir niðurstöðum greiðslumats, þar á meðal launum, framfærslugjöldum, rekstarkostnað, börnum, skuldum, o.s.frv. Mikil samskipti voru á milli teymis og hagsmunaaðilla vegna bætinga á aðgerðum á þessum upplýsingum, þ.e. til að birta ekki láta notanda komast upp með að setja rangar upplýsingar og breyta því sem má ekki, en það eru einmitt praktísk atriði sem fyrra kerfi er afar villugjarnt á og getur hrunið við ýmsar aðgerðir notanda. Náð var að útfæra uppfærslu, eyðingu og bætingu fyrir mikið af þeim upplýsingum sem mátti uppfæra og öll tengd uppsetning var komin langt á veg í þessum spretti. Hins vegar, var umfangið á þessu töluvert meira en teymið hafði gert sér grein fyrir. Teymið hafði gert ráð fyrir mikilli vinnu við að útfæra þessar þrjár aðgerðir á hvern lið fyrir sig, en óraði ekki fyrir hversu erfiðar þessar aðgerðir yrðu á tekjur og skuldir. Ekki nóg með að fyrir þessa flokka hafði teymið sett upplýsingarnar upp vitlaust vegna misskilnings og þurfti að breyta uppsetningu alveg, en einnig var heilmikil gagnavinnsla og notendainntaksvinnsla sem teymið hafði ekki tekið með í reikninginn. Útfærsla á eyðingu, uppfærslu og bætingu fyrir þessa tvo flokka var því frestað fram í sprett 6. Alls fóru 87 tímar í sprett 2 sem er u.þ.b. 92% af vinnutíma samkvæmt áætlun, en það er aðallega vegna páskaringulreiðar og ferminga. Markmiði spretts var ekki náð eins og áður hafi verið tekið fram því ekki náðist að uppfæra, breyta og bæta laun og skuldir; markmiðið fyrir sprett 5 var að brenna 66 forgangssögupunktum og af þeim voru 42 sögupunktar brenndir. Eftir sprett 5 var komið að prófatíð og tók teymið sér hlé vegna undirbúnings prófa dagana 6. apríl til 21 apríl, en það hafði staðið til frá upphafi að taka hlé í prófunum." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 5: 87\n" ] } ], "source": [ "## SPRETTUR 5\n", "## 42 ACHIEVED, 4 NON-PRI AND 46 GOAL\n", "#DF, sprint, workdone, hours, completedSP=0, completedPSP=0\n", "## 44 hrs total\n", "sprint = 5\n", "\n", "# MAR 22\n", "ActualData = updateDF (ActualData, '22/03/2018', sprint, 'Útlit: MaterialUI', 5)\n", "ActualData = updateDF (ActualData, '22/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 2*8+3, 10, 10)\n", "\n", "# MAR 23\n", "ActualData = updateDF (ActualData, '23/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 2*8, 6, 6)\n", "ActualData = updateDF (ActualData, '23/03/2018', sprint, 'Útlit: MaterialUI', 4)\n", "\n", "# MAR 28 (8*3 tímar)\n", "ActualData = updateDF (ActualData, '28/03/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 3*8, 18, 18)\n", "\n", "# APR 5 (2+2+5 timar)\n", "ActualData = updateDF (ActualData, '5/04/2018', sprint, 'Fundur við fyrirtæki', 3*2)\n", "ActualData = updateDF (ActualData, '5/04/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 3, 2, 2)\n", "\n", "# APR 6 (10 timar)\n", "ActualData = updateDF (ActualData, '5/04/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 10, 6, 6)\n", "\n", "# Tjékka hvort passar\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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Za3cUAMAZKIgA0IjI0WIF/vCqwsvy7Y4CtFvllYf07oL/qzUb/0vGROyOAwAQ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\n", 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bN641aadly3Y4OOQE4PbtQGxtbcmePQe2trYMHjyCoKBAALZs2UiOHA706TMQ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Burndown and productivity pie from sprint 5\n", "makeMePieChartFromSprint(5)\n", "plotBurndownChartFromSprint(5, 86)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 6" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sjötti spretturinn er fyrsti spretturinn í því þriggja vikna tímabili sem teymið er búið í prófum í öðrum áföngum og getur einblínt á verkefnið eingöngu. Eins og hafði staðið til með spretti eftir próf stóð þessi sprettur yfir í viku 21. apríl til 29. apríl, en fyrir sprett 6 var tekið hlé á verkefni vegna prófaundirbúnings (6. - 21. apríl) sem er fyrirkomulag sem hafði verið ákveðið í upphafi verkefnis og hafði verið gert ráð fyrir. Í spretti 6 var fyrst og fremst einblínt að klára alla virkni í kerfinu vegna þess að í sprett 7 stendur til að hætta að þróa virkni (að setja á svokallað feature freeze) til þess að vanprófuð og illa virkandi virkni sé ekki sett fram á síðustu stundu. Hins vegar þá var töluvert eftir enn af virkni í þessum spretti svo það stóð til að útfærsla eins virkniþátts af kröfulisa átti að geymast þar til í næsta spretti, það er að prenta út og afkóða tilheyrandi skjöl greiðslumats fyrir hvern viðskiptavin í greiðslumatinu. En þar sem teymið vildi vinna upp glataðan tíma gekk svo vel að þessi krafa var útfærð líka í spretti 6. Öllum eftirstandandi forgangssögupunktum var því brennt í spretti 6. Þó ber að hafa í huga að þó virkni kerfisins sé komin er margt eftir, þar á meðal að klára prófanir á kóða, gera notandaprófanir og það sem er mikilvægasti þáttur verkefnisins; útlit, villumeðhöndlun, endurgjöf og notandaupplifun, en það eru atriði sem teymið var beðið að bæta umfram gamla kerfisins. Sprettur 6 gekk vonum framar og teymið telur það vera vegna þess hve miklu munar að geta einblínt alveg að verkefninu án truflana frá öðrum áföngum og skyldum. Alls fóru 189 tímar í sprett 6 sem er u.þ.b. 200%, þ.e. tvöfaldur vinnutími samkvæmt áætlun vegna þess að teymið gat lokst unnið upp tapaðan tíma yfir önnina. Markmiði spretts var náð; markmiðið fyrir sprett 6 var að brenna 90 forgangssögupunkti, en þar sem vel gekk með verkefni sprettsins tókst teyminu að útfæra aðra kröfu umfram þær sem stóð til útfæra í sprettinum og því voru 110 sögupunktar útfærðir." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 6: 189\n" ] } ], "source": [ "## SPRETTUR 6\n", "sprint = 6\n", "# Apr 23 30 HRS\n", "ActualData = updateDF (ActualData, '23/04/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 10*3, 27, 27)\n", "# Apr 24 36 HRS\n", "ActualData = updateDF (ActualData, '24/04/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 8*3, 15, 15)\n", "ActualData = updateDF (ActualData, '24/04/2018', sprint, 'Útlit: Uppsetning', 4*3)\n", "# Apr 25 30 HRS\n", "ActualData = updateDF (ActualData, '25/04/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 5*3, 18, 18)\n", "ActualData = updateDF (ActualData, '25/04/2018', sprint, 'Útlit: Uppsetning', 5*3)\n", "# Apr 26 36 HRS\n", "ActualData = updateDF (ActualData, '26/04/2018', sprint, 'Forritun: Upplýsingar greiðslumats', 7*3, 20, 20)\n", "ActualData = updateDF (ActualData, '26/04/2018', sprint, 'Útlit: MaterialUI', 5*3)\n", "# Apr 27 30 HRS\n", "ActualData = updateDF (ActualData, '27/04/2018', sprint, 'Forritun: Nýtt greiðslumat', 10*2, 20, 20)\n", "ActualData = updateDF (ActualData, '27/04/2018', sprint, 'Forritun: Prenta út skjöl', 10, 10, 10)\n", "# Apr 28 27 HRS\n", "ActualData = updateDF (ActualData, '28/04/2018', sprint, 'Forritun: Útbúa MockServer', 10)\n", "ActualData = updateDF (ActualData, '28/04/2018', sprint, 'Prófanir: Útbúa notandaprófanir', 10)\n", "ActualData = updateDF (ActualData, '28/04/2018', sprint, 'Prófanir: Einingaprófanir', 7)\n", "# Tjékka hvort passar\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Framsetning gagna" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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S/OlPf8LChQuxZcsWzJ49G5MmTXKs9/T0RFBQEGJiYpp9rsZ49tlnsXfvXtx3332YOXMm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\nwYNERkbi7+/PokWLjMVd2rRpw/Lly1myZAlPPvkkAGFhYfz1r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GmvokIiIiIiLyCnl5TWPOHC+zY89Ob1m2bBFdu/bgo4/cAGjTpgOnTp1g/fqf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\nkBGCGgAAAICMENQAAAAAZISgBgAAACAjB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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Burndown from sprint 6\n", "makeMePieChartFromSprint(6)\n", "plotBurndownChartFromSprint(6, 10)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 7" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sjöundi spretturinn stóð yfir dagana 30. apríl til 6. maí áætlun samkvæmt. Í spretti 7 var svokallað feature freeze þar sem engin þróun var á virkni til þess að illa prófuð og vanhugsuð virkni væri ekki sett fram á síðustu stundu, enda hafði öll virkni verið útfærð í kerfinu. Sjöundi sprettur fór fyrst og fremst í að laga kerfið að þörfum hagsmunaaðila og tilvonandi notenda, en spretturinn hófst á notendaprófunum og fundum þar sem kerfið var sýnt og gerðar notendaprófanir á því. Fundurinn og prófanir komu vel út og það komu góðar tillögur að atriðum sem mátti bæta og laga. Teymið reyndi að mæta þessum kröfum og tillögum eins vel og hægt var og lauk svo spretti sínum með öðrum fundi við hagsmunaaðila og tilvonandi notendum þar sem lagfæringar höfðu verið gerðar út frá fyrri prófunum og samkæmt endurgjöf. Spretturinn fór því aðallega í uppsetningu upplýsinga, notendaviðmótshönnun, að bæta notendaupplifun og í útlitshönnun á kerfinu. Teymið vann 207 tíma sem er yfir 100% af vinnutíma miðað við áætlun." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 7: 207\n" ] } ], "source": [ "## SPRETTUR 7\n", "sprint = 7\n", "\n", "# APR 30 36 HRS\n", "ActualData = updateDF (ActualData, '30/04/2018', sprint, 'Fundur við fyrirtæki', 3*3)\n", "ActualData = updateDF (ActualData, '30/04/2018', sprint, 'Prófanir: Notendaprófanir', 3*3)\n", "ActualData = updateDF (ActualData, '30/04/2018', sprint, 'Útlit: Lagfæra atriði notendaprófunar', 6*3)\n", "\n", "# MAY 1 21 HRS\n", "ActualData = updateDF (ActualData, '01/05/2018', sprint, 'Prófanir: Einingaprófanir', 5)\n", "ActualData = updateDF (ActualData, '01/05/2018', sprint, 'Undirbúningur: Kynningarundirbúningur', 2*3 + 10)\n", "\n", "# MAY 2 30 HRS\n", "ActualData = updateDF (ActualData, '02/05/2018', sprint, 'Undirbúningur: Kynningarundirbúningur', 3*3)\n", "ActualData = updateDF (ActualData, '02/05/2018', sprint, 'Forritun: Uppsetning', 3*3)\n", "ActualData = updateDF (ActualData, '02/05/2018', sprint, 'Prófanir: Einingaprófanir', 4*3)\n", "\n", "# MAY 3 36 HRS\n", "ActualData = updateDF (ActualData, '03/05/2018', sprint, 'Forritun: Uppsetning', 2*3)\n", "ActualData = updateDF (ActualData, '03/05/2018', sprint, 'Undirbúningur: Þróun gerviþjóns', 3*3)\n", "ActualData = updateDF (ActualData, '03/05/2018', sprint, 'Forritun: Uppsetning', 3*3)\n", "ActualData = updateDF (ActualData, '03/05/2018', sprint, 'Prófanir: Einingaprófanir', 4*3)\n", "\n", "# MAY 4 36 HRS\n", "ActualData = updateDF (ActualData, '04/05/2018', sprint, 'Fundur við fyrirtæki', 3*3)\n", "ActualData = updateDF (ActualData, '04/05/2018', sprint, 'Prófanir: Notendaprófanir', 3*3)\n", "ActualData = updateDF (ActualData, '04/05/2018', sprint, 'Forritun: Uppsetning', 6*3)\n", "\n", "# MAY 5 33 HRS\n", "ActualData = updateDF (ActualData, '05/05/2018', sprint, 'Forritun: Uppsetning', 5*3)\n", "ActualData = updateDF (ActualData, '05/05/2018', sprint, 'Prófanir: Einingaprófanir', 3*3)\n", "ActualData = updateDF (ActualData, '05/05/2018', sprint, 'Undirbúningur: Þróun gerviþjóns', 3*3)\n", "\n", "# MAY 6 12 HRS\n", "ActualData = updateDF (ActualData, '06/05/2018', sprint, 'Forritun: Uppsetning', 5*3)\n", "\n", "# Tjékka hvort passar\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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EIqKLKJU1kD78BqKyVu0oRB5HowG2h1RAdMECvruL61FQb8c/Zl3FIadERCri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\nKKIVaaHxzE4Y3+bjkydP5oEHHmhxPCIiAoDdu3czffp0X3IIEBMTw/n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Fm3+rD65BCiXJ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\nOHv2bKXrEcWLJwmiEEIIIYR4LUVHR7N48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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Piechart from sprint 7\n", "makeMePieChartFromSprint(7)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sprettur 8" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Áttundi spretturinn stóð yfir dagana 7. maí til 11. maí áætlun samkvæmt. í spretti 8 var svokallað code freeze komið á þann 8. maí ásamt þeim feature freeze sem komið var á í spretti 7 sem táknar engin þróun var í gangi og kóði ekki búinn til. Þetta var til þess að illa prófuð og vanhugsuð virkni sé ekki sett fram á síðustu stundu, enda hafði öll virkni verið útfærð í kerfinu og það vel prófuð. Áttundi sprettur fór fyrst og fremst í að laga kerfið í upphafi sprettar áður en code freeze var komið á og það endanlega lagað að þörfum hagsmunaaðila og tilvonandi notenda. Þegar teymið var orðið ánægt með lokaafurð kerfisins fór það að vinna við að klára lokaskýrslu og að undirbúa skil verkefnis til bankans. Þar sem teymið sjálft mun líklega ekki koma að viðhaldi og útgáfu kerfisins þurfti allt að vera skýrt varðandi kóða og virkni til þess að auðveldara væri að koma utanaðkomandi forritara inn í verkefnið síðar. Þess vegna var útbúin rekstrarhandbók með tæknilegum upplýsingum um kerfið, t.d. kóðastíll, hvað er notað í verkefnið og annað og einnig var útbúin notendahandbók fyrir tilvonandi notendur sem lýsti virkni kerfisins og aðgerðum þess ítarlega. Lokaafurð var skilað til Landsbankans föstudaginn 11. maí 2018 og til Háskólans í Reykjavík sem lokaverkefni. Teymið vann 153 tíma í spretti átta sem er yfir 100% af vinnutíma miðað við áætlun." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett inn" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total hours spent on sprint 8: 156\n" ] } ], "source": [ "## SPRETTUR 8\n", "sprint = 8\n", "\n", "# MAY 7 33 HRS\n", "ActualData = updateDF (ActualData, '07/05/2018', sprint, 'Útlit: Lagfæra atriði notendaprófunar', 6*3)\n", "ActualData = updateDF (ActualData, '07/05/2018', sprint, 'Forritun: Uppsetning', 3*3)\n", "ActualData = updateDF (ActualData, '07/05/2018', sprint, 'Skýrslugerð', 3*3)\n", "\n", "# MAY 8 36 HRS\n", "ActualData = updateDF (ActualData, '08/05/2018', sprint, 'Skýrslugerð', 3*3)\n", "ActualData = updateDF (ActualData, '08/05/2018', sprint, 'Prófanir: Virkniprófun', 3*3)\n", "ActualData = updateDF (ActualData, '08/05/2018', sprint, 'Prófanir: Einingaprófanir', 6*3)\n", "\n", "# MAY 9 36 HRS\n", "ActualData = updateDF (ActualData, '09/05/2018', sprint, 'Skýrslugerð', 12*3)\n", "\n", "# MAY 10 36 HRS\n", "ActualData = updateDF (ActualData, '10/05/2018', sprint, 'Skýrslugerð', 12*3)\n", "\n", "# MAY 11 12 HRS\n", "ActualData = updateDF (ActualData, '11/05/2018', sprint, 'Undirbúningur: Frágangur og yfirferð', 4*3)\n", "\n", "# Tjékka hvort passar\n", "print('Total hours spent on sprint ' + str(sprint) + ': ' + str(ActualData[ActualData['Sprint'] == sprint].Hours.sum()))" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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DPz8/qFQqpKWltZjy2VUPP/wwfve732HVqlX48ccfsXz5csybN6/5cR8fH4SEhGDfvn3d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\n6rJ27VrCwsJYsWIFi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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Piechart from sprint 8\n", "makeMePieChartFromSprint(8)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Kaffineysla á meðan verkefninu stendur" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gögn sett í gagnasett" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# SPRINT 1 COFFEE\n", "# 25 jan\n", "CoffeTracker = updateCoffee(CoffeTracker, 1, 'Thursday', 4, 3, 2)\n", "# 26 jan\n", "CoffeTracker = updateCoffee(CoffeTracker, 1, 'Friday', 2, 2, 2)\n", "#1 feb\n", "CoffeTracker = updateCoffee(CoffeTracker, 1, 'Thursday', 4, 4, 3)\n", "#2 feb\n", "CoffeTracker = updateCoffee(CoffeTracker, 1, 'Friday', 1, 2, 2)\n", "\n", "## SPRINT 2 COFFEE\n", "# FEB 9\n", "CoffeTracker = updateCoffee(CoffeTracker, 2, 'Thursday', 1, 2, 2)\n", "# FEB 15\n", "CoffeTracker = updateCoffee(CoffeTracker, 2, 'Friday', 3, 4, 3)\n", "# FEB 16\n", "CoffeTracker = updateCoffee(CoffeTracker, 2, 'Thursday', 2, 3, 0)\n", "\n", "## SPRINT 3 COFFEE\n", "# FEB 22\n", "CoffeTracker = updateCoffee(CoffeTracker, 3, 'Thursday', 3, 4, 1)\n", "# FEB 23\n", "CoffeTracker = updateCoffee(CoffeTracker, 3, 'Friday', 2, 3, 1)\n", "# MARCH 1\n", "CoffeTracker = updateCoffee(CoffeTracker, 3, 'Thursday', 3, 0, 1)\n", "# MARCH 2\n", "CoffeTracker = updateCoffee(CoffeTracker, 3, 'Friday', 3, 0, 0)\n", "\n", "## SPRINT 4 COFFEE\n", "# MAR 8\n", "CoffeTracker = updateCoffee(CoffeTracker, 4, 'Thursday', 4, 4, 1)\n", "# MAR 9\n", "CoffeTracker = updateCoffee(CoffeTracker, 4, 'Friday', 1, 2, 0)\n", "# MARCH 15\n", "CoffeTracker = updateCoffee(CoffeTracker, 4, 'Thursday', 1, 3, 0)\n", "# MARCH 16\n", "CoffeTracker = updateCoffee(CoffeTracker, 4, 'Friday', 2, 3, 1)\n", "\n", "## SPRINT 5 COFFEE (edda/darri/axel)\n", "# MAR 22\n", "CoffeTracker = updateCoffee(CoffeTracker, 5, 'Thursday', 2, 2, 1)\n", "# MAR 23\n", "CoffeTracker = updateCoffee(CoffeTracker, 5, 'Friday', 1, 3, 1)\n", "# MAR 28\n", "CoffeTracker = updateCoffee(CoffeTracker, 5, 'Thursday', 2, 2, 1)\n", "# APR 5\n", "CoffeTracker = updateCoffee(CoffeTracker, 5, 'Thursday', 1, 1, 1)\n", "# APR 6\n", "CoffeTracker = updateCoffee(CoffeTracker, 5, 'Friday', 3, 0, 0)\n", "\n", "## SPRINT 6 COFFEE (edda/darri/axel)\n", "# APR 23\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# APR 24\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# APR 25\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# APR 26\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'Thursday', 2, 3, 1)\n", "# APR 27\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'Friday', 1, 1, 0)\n", "\n", "## SPRINT 7 COFFEE (edda/darri/axel)\n", "# APR 30\n", "CoffeTracker = updateCoffee(CoffeTracker, 7, 'other', 3, 3, 1)\n", "# MAY 1\n", "CoffeTracker = updateCoffee(CoffeTracker, 7, 'other', 2, 2, 1)\n", "# MAY 2\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# MAY 3\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# MAY 4\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "\n", "## SPRINT 8 COFFEE (edda/darri/axel)\n", "# MAY 7\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# MAY 8\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 2, 3, 1)\n", "# MAY 9\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 3, 3, 2)\n", "# MAY 10\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 3, 3, 2)\n", "# MAY 11\n", "CoffeTracker = updateCoffee(CoffeTracker, 6, 'other', 5, 4, 3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Niðurstöður verkefnisins" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Eftirfarandi myndir sýna niðurstöður framvindu lokaverkefnis með samantekt af burndown framvinduriti og verkefnakökuriti fyrir verkefnið í heild sína." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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o6MSH6VFiP+7Tc6aXFqG81YI3r7sR8eHhPj03ERGdxhFEIgpJwu6A63+/Zjkk\n8pN+8WY0u1p9ft6DDXX4+ZbvUd7a9dtWiYjowlgQiSjknF6M5nOoRwq1jkIUlEYlG3Co+ZTfzl9i\nacGDmetxuKHeb9cgIgpVLIhEFFLU0io43lkGUVmrdRSioNQrwoATrZ17pEVXNDrseHjbBmyvLPP7\ntYiIQgkLIhGFDOXgCTjf/ydg9v1tb0QESACSYurRKju65Xp2RcGvdm/F14WXvhAOERGdxoJIRCFB\n2XMIrv/7FnC6tI5CFLRGp+hx1FzarddUhMBrudn44FBut16XiChYsSASUdCTsw7AtWIdIITWUYiC\nVp9oA/LN+Zpd/x/H8/H7PTsgq6pmGYiIggELIhEFNXlXHuQv0lkOifxILwER4dVwqNo+ozC9tAhP\n78qEQ1E0zUFE1JOxIBJR0JJ37of81fcAuyGRX41KkVBgqdQ6BgBgV3UlfrVrC0siEVEXsSASUVCS\nt+dA/vcGlkMiPxsYa0Rek3a3lrZld00lnmFJJCLqEhZEIgo68tZ9kL/eyHJI5GdGnQTVUAZZBN68\nv6yaSjy9KxN2RdvbXomIehoWRCIKKvKWPZC/3aR1DKKQMDJZQUlr4D5TNLumCs/s2sKSSETUCSyI\nRBQ05IwsyN9t1joGUUgYGm9EbuMRrWO0K7umCk/vZEkkIuooFkQiCgrypt2QV2/ROgZRSIjQ69Ai\niqD0kPu499RW4amdmbDLLIlERO1hQSSiHk/esBPymq1axyAKGabeDlTZG7WO0Sl7a6vx5C6WRCKi\n9rAgElGPJn+/A/K67VrHIAoZpkQjchuOaR2jS/bVVuPXWVshq4G3qA4RUaBgQSSiHkvOyIL8/Q6t\nYxCFjBijDjXySQhJ6yRdt6u6Ei/nZGkdg4goYLEgElGPpOQdg7yGcw6JutPgRCvqHS1ax7hka0oK\n8Zf8XK1jEBEFJBZEIupx1JJKuD5fw+ccEnWjkb2MONB0UusYPvP3Y/n4uvC41jGIiAIOCyIR9Sii\n0Qzn/34NuLjQBFF3SQjXo8h+VOsYPvdG3l5sqSjVOgYRUUBhQSSiHkPYHXD+7d9AS6vWUYhCSp+4\nZphdNq1j+JwiBJ7fswMH62u1jkJEFDBYEImoRxCqCteyVRCV/EGOqDuNTjYgv7lI6xh+41AUPLVr\nC0pazFpHISIKCCyIRNQjyN9mQD1SqHUMopDSO9KAY5YjWsfwu2anA/+5YzPq7cE3SkpE1FksiEQU\n8ORtOVC252gdgyikSAASoutgVRxaR+kWFVYLntiZCbvC+c1EFNpYEIkooClHCiF/t0nrGEQhZ0yK\nHsfMZVrH6FbHmhrw2v5srWPEKfGNAAAgAElEQVQQEWmKBZGIApZaUQvXpysBlc+zIOpO/aKNOGjO\n1zqGJtaWnMKXBce0jkFEpBkWRCIKSMJsgfN//w04nFpHIQopegkwhlfCqYburZb/cyAHB7iyKRGF\nKBZEIgo4wuk6/azDRq4qSNTdRqUAhZYqrWNoShYqnsvaxkVriCgksSASUcBx/SsdojS0f0Al0sKg\nOCNyGw9rHSMg1NpteC5rG2RV1ToKEVG3MmgdgIjoXHL2Qaj7g39ZfQp8wmFH68blcObvhnA5YByY\nhqiZ98HQZ8gFj1FbzWj9/lO4ju8DhIBh8BWIvmUx9EmpAACluR6Wb96DXH4ShtTBiJn9MPTJ/d3H\n27LS4Tq6B3EPPO/vt+fFqJMg60qhgIXorNz6WrxzMAdPjRmvdRQiom7DEUQiChhqXSPkbzZqHYMI\nANDyrzfhyM1E5PV3IHbeU9DFxMP8ye+h1FW0ub9QZJg/fQly+UlE3/kQYuY8ArWhGubPXoaQT8/n\ns274DJBlxC34FaToOFhW/uWH450O2LZ9g8jpC7rl/Z1vZLKCUmudJtcOZF8UHEN6ySmtYxARdRsW\nRCIKCEJR4fpsNeBwaR2FCHJFIVwFeYie+VNEXn8nwi4fg5i7lkKfMhDWjBVtHuPI3QqlvhJxi36L\n8BETEXbFBMTc/RiE0w6lpgQAoFQVIXzMFBiHjkLE+JmQK4vcx9uz1sHQ/3IYB1zeDe/Q07AEI/Y3\ncOT+Ql7Zn4UTzY1axyAi6hYsiEQUEOT1OyBKKrWOQQQAUOpPjxIaLx/jsd0wMA2uk3ltHuM8mo2w\ny6+CPqH3D/v3HYKkpz+Cod9QAIAuIQWuosNQ7Va4Cg9An5AMAFDtVth2rkLU9Pn+eDsXFaHXwaye\ngirxcTIXYlcU/CZrG2xy6K7sSkShgwWRiDSnFpZB2bRb6xhEbrq40yVPbfa85VJtqoFw2KBaLV7H\nKNXF0PfuB+vmL9Hwp/9A/R8WwvzZK1CafjhH1E0/getUPhpfWQxHzmZEzVoMALDvWAnj5VfBkDLQ\nf2/qAky9HaiyN3X7dXuaUksL/nwwR+sYRER+x0VqiEhTwuaAc/lqQOXoBQUOQ/9h0PXqi9Y1/4uY\nOY9Al9QHzkM74TyxHwAgXHYAMR7HqK1m2PdnQp+QjJjZD0M47bBuWI6W5a8g/hevQ9LrYeg/DIlP\nvA+lqQb6+GRIYeGnj9vzPeL/36twHs+BdfOXgARETV+AsGGj/fo+f5RkxP7GQ369RjD5+tQJTOnb\nH5P69G9/ZyKiHoojiESkKddX6/m8Qwo4ksGI2PlPA5IOzX/9DRpfXQJH3hZEXn/n6deN4d4HqQqg\nyIi9/zmEmcYh/MpJiP3Jk1BqSuE8kvXDuY1hMCQPgBR2+hy2rV8j7MrrIYVFoOVfbyJy6lxETp6N\nlhV/gmpp9tt7jDHqUOU84bfzB6s/7tuNZodD6xhERH7DgkhEmlH25vORFhSwDCkDkfDIn5Dw5AdI\nePw9xP/8jwAkQJIghUd57S+FRcAwYDh0kdE/nKP/MEgR0VCqS9q8htJcB0feFkTdcDecx/dBn5iC\n8CsmIHzEROjje8N5cr+/3h4GJ7ai3ul9qyxdXL3Djldzs7WOQUTkNyyIRKQJtb4Jrq83aB2DqE3C\n6YAjbytUcwP08b2hT0wBcGaeYcogSHq91zG6pD6A4r2IiVAVQJLavI4t8yuEj5sOXWwiRKsZUuQP\nt61KETEQLf6ZGziytxEHmgr8cu5QkFFegrUlhVrHICLyCxZEIup2QlXhWr4asDu1jkLUNr0ellUf\nw3Fop3uT0lgD54n9CEu7us1DwoaNhqvkKFRzg3ubq+gw4LTDMDDNa3+lvhLOo3sQOXkOAECKjoNq\n+aEQqpZGSDHxvnpHbonhehTZjvr8vKHmzby9qLa2ah2DiMjnWBCJqNvJ63dCFLX9sHGiQCDpDYgY\nNw22rV/DkbcVzqN70fLZK9BFxyHiutsAAEpDFVylx93HRFx3O6SIKJg/ewXOI9lwHNiOlq/egWFg\nGoxtLDZjzfgXIq6dBV3U6VFD47AxUJvrYduxCrYdq6C2NCJs2Biv4y5ValwzzC6bz88baiwuF17c\ntwtCcIEtIgouXMWUiLqVeqocysZdWscgalfUjPsASULr+s8A2QXjZSMRNXMRdFGxAADbln/DkbsF\nvV78AgCgi45D/IMvofX7T9Hy9XuQ9HqEpY1H1C2LIek8fx8rVxXDVZSPmDt/4d6mj++FmDkPw7ph\nOSDpEHPXo9DFJfn0PY1ONmB/c5FPzxnK9tVWY8XJo1gw/AqtoxAR+Ywk+KsvIuomwiXD+fonEPV8\n5hr538Kpt6LKrmgdI2CkRBrQhMOwKby125fCdXosm34rBsfGaR2FiMgneIspEXUbJSOL5ZBIAxKA\n2KhalkM/cKgK3sjbo3UMIiKfYUEkom4hGpohZ2S1vyMR+dyYFB2Ot5RrHSNoZddUYUNZkdYxiIh8\nggWRiLqFa+VmwOX9CAAi8q9+MUYcbD6sdYyg986BHLS6XFrHICK6ZCyIROR3yvEiqAeOt78jEfmU\nXgIMxgo4BX8542+1dhs+PnJA6xhERJeMBZGI/EooCuRvNmkdgygkjUoBTrVWax0jZHxRcAwnmxu1\njkFEdElYEInIr5RtORDV9VrHIAo5g+OMyG3M1zpGSFGEwOu5e/hsRCLq0VgQichvhNkCef0OrWMQ\nhZwwnQSnVAIFLCrdLa++FmtKCrWOQUTUZSyIROQ3rjVbATuX1SfqblckyyizceReK+8d2g+z06F1\nDCKiLmFBJCK/UIvKoe49pHUMopBzeYIRuQ1HtY4R0hodDvwlP0/rGEREXcKCSEQ+J1QB19cbwbvb\niLpXpEGHJuUUVIn/8mntm1MnUdDcpHUMIqJOY0EkIp9Tsg5AlHHlRKLudnmSHdUOlpJAoELgg/xc\nrWMQEXUaCyIR+ZSw2iGv3ap1DKKQ86MkI3Kb+LzRQLK9qhz762q0jkFE1CksiETkU3L6dqDVpnUM\nopASG6ZDpfOE1jGoDe8f2q91BCKiTmFBJCKfUeuboOzkLVVE3W1QvAUNTovWMagNBxvqkFleqnUM\nIqIOY0EkIp9RNmcDqqp1DKKQcmVvIw4087l7gewvh/OgCi4cREQ9AwsiEfmEaG6Bkn1Q6xhEISUp\nXI9C2xGtY1A7TrU0Y31pkdYxiIg6hAWRiHxCztwDyIrWMYhCSu/YJrS47FrHoA7429GDUATvsCCi\nwMeCSESXTLTaoOziQ6GJutPoFAOOmIu1jkEdVGppwZriU1rHICJqFwsiEV0yeetewOnSOgZRyEiN\nMuBoS77WMaiTPjl6EDLnaRNRgGNBJKJLIuwOKNtztI5BFDJ0EhAdWQObwl/K9DSV1lakl3IUkYgC\nGwsiEV0SZcd+wObQOgZRyBiVrMOJlgqtY1AXfX6CiwoRUWBjQSSiLhNOF+Qte7WOQRQyBsQYcbCZ\nt5b2ZAXmZuyuZsEnosDFgkhEXaZkHQAsVq1jEIUEg04CjBVwCa4W3NMt5ygiEQUwFkQi6hKhKJA3\nZ2sdgyhkXJksUNxarXUM8oHsmiqcaG7UOgYRUZtYEImoS5Q9+UBTi9YxiELCkDgjcht5a2kw4VxE\nIgpULIhE1GlCVaFk7NY6BlFICNNJsOuKoUBoHYV8aH1pMWpsvEWfiAIPCyIRdZqaexSirknrGEQh\n4YpkGeXWBq1jkI/JQsWXBce0jkFE5IUFkYg6Tc7co3UEopAwPNGI/Q28FTFYfXPqJKwyn2dJRIGF\nBZGIOkUtr4Yo40IZRP4WZdChQSmEkLROQv7S4nJiZVGB1jGIiDywIBJRpyjZh7SOQBQShibZUGNv\n1joG+dmXBccgBOeXElHgYEEkog4TigIl57DWMYiC3hW9jMhrOqF1DOoGZa0W5NbXaB2DiMiNBZGI\nOkzNLwBabVrHIApqcWF6lNmPax2DutGqokKtIxARubEgElGHKXsOah2BKOgNSGhBk6tV6xjUjTLK\nS7hYDREFDBZEIuoQ0dIK9cgprWMQBbUrextwsImjSaHGpsjYVFaidQwiIgAsiETUQcq+fEBVtY5B\nFLR6RRhQYD2qdQzSyOpirmZKRIGBBZGIOoSrlxL5V6+YBlhku9YxSCO59bUosZi1jkFExIJIRO1T\nSyshquq0jkEUtMak6HHEzFsMQ92aYt5eTETaY0EkonZx9JDIf1KjDDhs5uNjCFhbcgoqn4lIRBpj\nQSSiixKyDCXniNYxiIKSTgKiImtgV7mCJQE1Niuyayq1jkFEIY4FkYguSj10ErBxXhSRP4xOlnCy\npULrGBRAVvM2UyLSGAsiEV2Uks1nHxL5w8BYI/Ka87WOQQFmR1U5HIqidQwiCmEGrQMQUeASzS1Q\njxdpHYMo6Bh0EoShHLIjcB8d4zp8DK3/+gYJL/7avU0uq4Dl/b957Rs+ZSIib515wXOZ/+dDqNW1\nHtukqEjEP/8MAECpqoH1q++g1NbBMHgQou65E7q4WPe+trXrIWwORN19x6W+rYBnlWXsqanE5L4D\ntI5CRCGKBZGILkjJPQqoXDCByNeuTFaxr7FG6xgXJBeXovWLbwB4/vuvVFUDYUbEPLjIY/u5Ze58\nQlag1tUj4pbpMFw2+IcX9D/cxGT9ZjV08XGIuGU67BsyYVu3EdHz5gIAVHMLnHtyEfufD136G+sh\ntlaWsSASkWZYEInogtQjnAtD5GuXxRuR25irdYw2CVmGY0cW7BsyIYUZIc671VGprIE+NQWGQR0v\nL0pNLaCoMF6RBn1K77b3qaxCxH0/gfHyoVDrG+DYucf9mn3TVoRdPQa6hPiuvakeaFtlOVQhoJMk\nraMQUQjiHEQiapNwuqAWlmkdgyioROgltKIICgJzZN517CQcmTsQOetmhF03wet1taoa+j6pnTqn\nWlUNGAzQ9U664D66xATIBacg7A7IhcXQJZ4ug0pDI1wH8xF+4+TOvZEersFhx8GG2vZ3JCLyA44g\nElGb1JMlgMyFEoh8Ka2XCzlNjVrHuCDDgH6I/dVj0EVGwLYx0+t1pboGMOhh/vNHUGtqoYuPR8S0\nqQi7eswFz6lUVUOKioT1n/+G60QBAAlho0Yg8vaZkMLDAQCRs25G6z+/hmPbLkhxsYhZvBAAYN+Q\nibCJ10AXE+2PtxvQtlSUYUyvFK1jEFEIYkEkojapR09pHYEoqJgSw7C/8RAQwHcN6uLjLviaam6B\naLVCrWtAxC3TIUVGwJV3CNavvgMkIGxc2yVRqayBsFig75OK8EkToFRWw74hE2pjI2J+/lMAgPFH\nJsQ/9yTUZjN0SYmQDHoo1TWQTxQg7umlcOzNhWNHFqTIcETe/mMY+vX1y/sPJFsqyvDYqHFaxyCi\nEMSCSERtUo9y/iGRr0QbdaiVT0AEcDlsjxQRgeglC6Hvk+pelMZ4+VCo5pbT8wQvUBAjZk0HZMU9\nb9Fw2WBIMdGw/vPfkE8VuxeukcLDPOYo2tZvRviU66A2NsG2ah1iFi+EUlGF1k//hbinl0IyBPeP\nMGWtLSg0N2NoXOjMvSSiwMA5iETkRa1rhKhr0joGUdAYmmhDnaNF6xiXRAozwmi63GvFUqPpcqgN\njRAOZ5vHGfr19VrUxmgaBgBQKqvbPEYuLYdSVoHwSRPgPHQEhiGDYbhsMMKumwBhs0EpCY350Vsr\nSrWOQEQhiAWRiLzw9lIi3xnRy4jcphNax7hkSm09HFl7IWTZY7twuQCjAQgzeh0jFBWOfbmQKyrP\nO+b0OaToqDavZf8+AxE3TYFkNEJYrJCiIk/vr5MgRURAtbT64i0FvC2VoVGEiSiwsCASkRcWRCLf\niA/To8R+TOsYPqGazbB9uxauYyfd24QQcOUfhWHIIEhtPJJB0utg37gF9o1bPLa7Dh0B9Lo2H5fh\nKjgFtaERYdeMPX2OmCiIFsvp68kKhNV6wWIZbI401qPebtM6BhGFmOC+gZ+IOk3I8ukVTInokvWL\nN+NQs1XrGD5huGww9EMGwvbtGgibDbrYGDiyc6BUVSPmoSXu/ZTqWghFdi8kE3HTZNi+WQPrqnQY\nrzBBKauAfdNWhE+aAF1igtd17N9nIOLmGyHp9QBOL2DjyNwB5748KNU1kCIiOvUcxp5MAMipq8aM\nAUO0jkJEIYQFkYg8qIVlgNOldQyiHm9UbwNym4NnNF7S6RC9aD7s32fAviETwmqDvn8fxPzsfhgG\n9HPvZ/1uLdTGJsQ/+58AgPAJVwN6PRzbd8OZnQNdbAwipk1B+A3ezzZ0HTkG4XTCeNUo9zbDwP6I\n+PE02NZtgBQVieiF90Ayet/OGqz219awIBJRt5KEEIH5tF4i0oRr5WYomXu0jkF0yRZOvRVVdm2e\n5dk70gCLdAStskOT61PwuCw2Hitm3K51DCIKIZyDSEQeOP+Q6NJIABKj61kOySdOtTSj0WHXOgYR\nhRAWRCJyE00tEFV1Wscg6tFGp+hx1MzHE5Dv7K+r0ToCEYUQFkQiclOOFmodgahH6xNtQL45X+sY\nFGRYEImoO7EgEpGbeqxI6whEPZZeAiLCq+FQ5fZ3JuqEnLpqrSMQUQhhQSQiN7WoXOsIRD3WqGQJ\nBZbK9nck6qSC5iY0OzmnlYi6BwsiEQEAhNkCNFu0jkHUIw2MNSKvmbeWkn8IALm8zZSIugkLIhEB\nANTSKq0jEPVIRp0EVV8KWahaR6EgxnmIRNRdWBCJCAALIlFXjUxWUGLl6r/kXwfqa7WOQEQhggWR\niAAAooQFkaizhsYbkdt4ROsYFAIKzE1QhdA6BhGFABZEIgIAqGUsiESdEaHXoUUUQQF/aCf/sysK\nSi0tWscgohDAgkhEEI1mwGLVOgZRj2Lq7UCVvVHrGBRCTjTz7xsR+R8LIhFx/iFRJ6UlhiG34ZjW\nMSjEsCASUXdgQSQiqBVcHY+oo2KMOlS7jkNIWiehUHOyuUnrCEQUAlgQiQiiiiswEnXUkEQr6p18\nZih1P44gElF3YEEkIohKLp9O1BEjexmR13RS6xgUoqptVpidDq1jEFGQY0EkCnHCJUPU8bYlovYk\nhOtRZD+qdQwKcSd4mykR+RkLIlGIE9V1AJ+tRdSuPnHNMLtsWsegEMfbTInI31gQiUKcqOT8Q6L2\njEo2IL+5SOsYRCyIROR3LIhEIU4N8vmHTkXBnMyv8Hze1jZfb3TaceOG5fjweE6758ppqMJ9O1bi\n2nX/hzs2f4lvSo97vH6ipQELtn+Hien/wMPZ6ai1ez5b8s3DWXjhwLauvxnSRHKkAcctR7SOQQQA\nOGVu1joCEQU5FkSiECeq6rWO4Fd/ObEfp1ov/APVa/m70Oi0t3uewpYmPJz9PfpHxuCtq2/G1NSB\neOHANmyoPOXe56UDO5AaEY13xs9Aq8uFt45ku1+rsbfim9Lj+MXwsZf2hqhbSQDioutgVbgwCAWG\nSmur1hGIKMgZtA5ARNoSTWatI/jNkeY6fF6Uj8SwiDZfz6wuwa7acoTr9O2e65OCPPSLjMFrY2+C\nJEm4PmUAGp12fHRiP2b0vQwAcMxcj7euvhnX9u6H4tZm/LPosPv4j07kYvbA4egTGeObN0fdYnSK\nHjlNZVrHIHJrdNjhUBSE69v/vkVE1BUcQSQKcaIlOH8bLasqfn9gGxYPHYWUiCiv11tcTvz3oR14\nasS1COtAQdxdV4GpKQMhST88HX1a6mCcaGlEjf3057BfVCyy6itgcTmxt74S/c+UwTKrGesrC/Hg\nsDE+enfUHfpFG3HInK91DCIPAkA1RxGJyI9YEIlCmJAVoDU4V2X8e8EBuFQVD17edil760gWhsYk\n4M4Bw9s9l1V2odZhxaDoOI/t/aNiAQDFradHYZ/40TX4svgorl+/DPsbq/HYj64BALx/LAfzBo9A\nUnjkpbwl6kZ6CTCGV8KpylpHIfLC20yJyJ94iylRCBNmi9YR/OKUpQl/O5mLv06cBWMbo4NZdRVY\nV1GIr6be1aHztcouAECUweixPdoQduZ1JwBgauogbLp5AartrRgQFQujTo+TLY3YVVeOVTfei29L\nj2P5qXzEGsPwzIhrcUV870t5m+RHo1KAfY1VWscgalO1jQWRiPyHI4hEoaw5+AqiKgReOLANcwam\nYUxiqtfrNkXGHw5ux8OmcRhwZgSwPQKnnxMpQWp3e5TBiMtiEtzF9L1je/HA0FGosLXg1fxd+PXI\niZjeZzD+c+9GOBWlS++R/GtQnBG5jYfb35FIIxxBJCJ/YkEkCmHBOIL4z6J8VNgs+GXaOMiqCllV\nAQBCCMiqiveO7UWMIQwLBo/weF0983pbYs6MFFrPjCSedfbjWGNYm8cdbKrFoaY6LBgyAhsri3B1\nUh9c3asvFgwZCbPLgQNNNb54y+RDRp0El64ECtr+u0AUCKpYEInIj3iLKVEIC8aCmFFVjBq7FVPW\nf+ax/Zi5AavKT6JfZAwqbBZck/5/Hq//9WQu/noyF3m3Peh1ziiDEcnhUSiztnhsLz/z8eDo+Daz\nvHt0L/7f8KsQoTegwWlHnDEcAKCTJMQYwlDnCM75nz3ZyGQF+xqD+9Ev1POxIBKRP7EgEoUwEYS3\nmD4/6nr3nMGzfpO7BYOj4/CL4WNh0Om8Rgp/vnsdZvUbirsHpV3wvBN698WWmhL8Mm0c9NLpmy8y\nqotxeWwierWx+Ex2XQXKrC2YO/D0OZPCIlB6ZjEbl6qg2eVA0gUev0HaGJZgxP6GXJx3JzFRwOEt\npkTkTyyIRCEsGEcQh8QkeG2L0OuREBaBkQnJbR6jlyQkR0R5vF7Q0ginqrgXknlg6Cgs3L4ST+/L\nwN2D0rC7rgJrygvwp3HT2jznu8f24mHTWBh1p8vk1NRB+KQgDyvLTuBkSyNijWEYnZhyqW+XfCTS\noEOzegqqJLSOQtSuGpsVilDdv6wiIvIlfmchCmVBWBB95eVDO/Hkvk3uj9PieuHP18xAua0FT+zb\nhC01JfjD6CmY2fcyr2Mzq0vQKrtwW//L3dtGJSTjsbRr8NaRbGypLsGfxt6ECD1/RxcohvdyoNre\npHUMog5RhECD3a51DCIKUpIQgr8uJQpRjtc/gaiq0zoGkV8snHorquztrxT7oyQj8i37uyERke/8\n8+bbMDTO+44JIqJLxRFEohAWjHMQiTojxqhDlfOE1jGIOs3icrW/ExFRF7AgEoUo4ZIBG29RotA2\nOLEV9U7+ooR6HovLqXUEIgpSLIhEISoYF6gh6owrextxoKlA6xhEXcIRRCLyFxZEolDFgkghLDFc\nj1O2o1rHIOoyFkQi8hcWRKIQJVqsWkcg0kxKXBPMLpvWMYi6rFXmLaZE5B8siEShSml/dUeiYDQ6\n2YDDzcVaxyC6JC1OjiASkX+wIBKFKlXVOgFRt0uJNOCo5bDWMYgumYUjiETkJyyIRKFK5SNQKbRI\nAGKjamFT+IM19XytnINIRH7CgkgUogRHECnEjEnR4XhLudYxiHyCi9QQkb+wIBKFKhZECiH9Yow4\n2MxbSyl4tMosiETkHyyIRKGKt5hSiNBLgN5YAaeQtY5C5DMyf8lHRH7CgkgUqlgQKUSMSgGKWqu1\njkHkU6rg93Ai8g8WRKJQxd8+UwgYHGdEbmO+1jGIfI4FkYj8hQWRKFQJFkQKbmE6CQ6pGAr4gzQF\nH34HJyJ/MWgdgIg0ovCHZgpuA2Mt2NXcBKNOh3MHW0QbhfHs6+e+xn9DKJBxBJGI/IUFkShUcQSR\ngpgrXkIvwwbYdKW+PbEAJEjuD8/+SZKk83aUzvy/dHYH72Mg/fCRBM/9z/nzuWf2vI7nNaQLXsNz\no8d1L/RezuseHrmkc3Odl0fyPsbz2B9eO7/etPfe4fVePPdyX+2c+NJ5Z3BvE6ffxw/7tbG/5PWH\ntvdr6xrnfS0E2n5/gHdWj7Nd8HMNpEbyezgR+QcLIlGoUvjDBQUv81Azhjbm49r4schqLvPdiaUL\njTK2M5rT3mAPB4Oos3QDtU5AREGKcxCJQpTg7UkUpIQk0OTcD4POiFFVGzEoKknrSEQ+p5f4IxwR\n+Qe/uxCFKq5iSkHKNlSC01IJvc4ISW7BzdaTiNKHax2LyKd0LIhE5Cf87kIUqvgcRApSTYnFAAA9\n9Kf/2VKAueH8zx0FFz1/hCMiP+F3FyIiChpyjARzQw4AwCDp3dujqrfiloR+WsUi8jm9jj/CEZF/\n8LsLUYiSIiO0jkDkcy2Xt0IoTgDeIywDylZjdFxfLWIR+Vy0gd/Dicg/WBCJQlU0f7ig4NOo5Ln/\nrDv/UQ1CwYS6HUgJj+/mVES+F2OI1DoCEQUpFkSiECVF8YcLCi62wRIc5hL3x/q2nk/nqMetSjXC\ndHzKE/VsMUZ+Dyci/2BBJApRUhRHECm4NCd7Pu9Qd4GFmIyNBzE7OrY7IhH5TTRHEInIT1gQiUIV\nRxApiCiRQHPjXo9tuos8yiWhYj1uSBjg71hEfsMRRCLyFxZEohAlcQ4iBRGLyQFVtntsu1hBBIDh\nFeswPDrFn7GI/IZzEInIX1gQiUJVNH+4oODRiINe23SKctFjJMWOqS15iDdG+SsWkd9wBJGI/IUF\nkShESQYDEGbUOgbRJbP3l2BrKvDarlNc7R6ray3DbL0dujYWtCEKZCyIROQvLIhEoYwL1VAQaO5b\n1fYLcvsFEQDCa7NwezxvNaWehbeYEpG/sCAShTA+6oJ6OjVMQlPz3jZf08mODp8npWwNJsT391Us\nIr/jCCIR+QsLIlEI40I11NNZTE6oTkubr0kuZ4fPI0FgTHUGBkYm+SoakV/1CuejWojIP1gQiUIZ\nRxCph2s0HLnga5LTfsHX2uQyY4a9EFH68EtMReRf4TojEsNYEInIP1gQiUKYxDmI1IM5+0iwNl64\nIEK2dfqcevMJzInQX0IqIv9LiUyEJHFhJSLyDxZEolDGR11QD9Y8oO6ir0uqCr0urNPnja7agh8n\ncD4iBa7UyEStIxBREHvmfPUAACAASURBVGNBJAphHEGknkrogcaWPe3uZzB07e/4wLJVGBXbt0vH\nEvlbH86VJSI/YkEkCmFSbIzWEYi6xJImQ7E3t7ufUd+1gigJBdc27EJyeFyXjifyJ44gEpE/sSAS\nhTAplb+Fpp6pKeJEh/YzXMKCM5K9FreptTDqDF0+B5E/cASRiPyJBZEohEkpvQCuc0A9jKuXBEv9\nwQ7tq9cZL+laxoYDmB3DUUQKLH04gkhEfsSCSBTCpDAjkMAffqlnaf7/7N15XJV13v/x13WdhX0V\nAUHcEBEVFBVNcYs0LTX3ajJLs9RsG2sybebO9vmlaQu2q1m3NTnNTTWZ2eq+pGJarqWmieTKvp39\n9wd1lAAFPIfrAJ/n4+Ejvc51Xd/3QePwub5bm1zAUaNz9cqVFYgAISe/YEBwyyu+jxCuIj2IQgh3\nkgJRiCZOjWimdQQhasyhOsgryazx+XoXDQ/tkP057f3CXXIvIa6UFIhCCHeSAlGIJk6RAlE0ICVx\nDiwll97e4mI6xTV7Giq2MgYW/kCgwdcl9xOiroKN/vjWcXVeIYSoCSkQhWjilHApEEXDket/tFbn\n63Ddpvdq8QlG6cpQZeKu0FBsQJTWEYQQjZwUiEI0cTLEVDQUliCFwvO7a3WNzsXFnPfZ7xgeFOHS\newpRG+0DpUAUQriXFIhCNHEyxFQ0FAWxBeCw1eoancP1vX0RWatICYp2+X2FqInYAPm3J4RwLykQ\nhWjiFD8f8Jd5VcKzORQHeabva32d6qjZaqe1oeCg6+lviZaFQoQGZIipEMLdpEAUQqCEyw+6wrOV\nxoK56LdaX6ezu75ABFAsBQwt+wUfndEt9xeiOrGB0oMohHAvKRCFEDIPUXi8vODjdbpOcVOBCKAr\n+InR3le+z6IQNRXhE0KAwUfrGEKIRk4KRCGEzEMUHs3qr1BwfledrlXtVhenqcj/1DquDZYeHVE/\n2sv8QyFEPZACUQghBaLwaIXti3DYLXW6VrW5t0AEaJ21is4BLdzejhAy/1AIUR+kQBRCoMpeiMKD\n5dr21Pla1er+AhGHlT452wjzCnB/W6JJi5UtLoQQ9UAKRCEEBAeAl8ylEp6ntA2YCk7U/QZWs8uy\nXIpSdobh9hz0iq5e2hNNU1xgS60jCCGaACkQhRAoioLSMlLrGEJUkh928oquVyz1UyACGHN2Myog\nuN7aE02Lr86L9rKCqRCiHkiBKIQAQI2N0TqCEBXYfBTyc3de0T0US5mL0tRM6Mk19AuWXh7heokh\n7dAp8mObEML95DuNEAIAtX0rrSMIUUFhXCl26xUWeJZS14SphYTsNbTza17v7YrGrWtorNYRhBBN\nhBSIQggA1NZRoJf5U8Jz5Cl7r/geqtWMUt+9LrZSri7aR4Be9qsTriMFohCivkiBKIQAQDHoUVrJ\nUv3CM5S1VCjNO+KSe+l13i65T22oRccZbbCgoNR7265m3XeOon9srPZ1R7GZosc3Y/ryl1rdt+yD\nAxQ/u7XCMdupIkpe2knR3zdQ+tYe7AWmCq+bPj1M2YcHa9VOY6BTVBJD22kdQwjRREiBKIRwkmGm\nwlPkR/7msnsZ9PVfIAJ4n9nK8OAITdp2FduxfMr+dQAcjmrPMX18GIprt0+l9VAO1szTle/1n59Q\ngrzxnpyIw2TDvOrCQwJ7vgnLjlMYh7SpVVuNQfvAaPw0+ncshGh6pEAUQjjJQjXCE9i9FPLyr2xx\nmovpVC+X3au2Ik+sokdQw1t50mG1Y177K6Wv7wa1+l5Q6/5zWH/KAX3Nf5xwmKyY/u8QSpCx0mv2\n7CIMV7VAHxeCoUcE9uwi52vmr49h6BmJGtz0CqVuMrxUCFGPpEAUQjipbaJlHqLQXFGcCbu52GX3\n0+sqFyL1RcFB8pm1RPmEaJahLmwHz2Ne+yvGEbEYUqsucB2lVkwZP+E1sj3oaz6U1rz6KGqoD/rE\nygv5KCHe2A7n4SizYjuShxJSXgzaz5di3XMWY1rTHOXQNbS91hGEEE2IFIhCCCeZhyg8Qa7+gEvv\np1e1KxABFHM+w0zH8dawUK0tNSYQv7m9MfZrSXXTKE2rjqCG+2HoWfM9VG2/5GHZcQqv8R2qfN1r\nRCyWbdkU/88mbMfyMV5XPu/O/MUvGPpGo/g3nK+hK3WTAlEIUY/0WgcQQngWtX0rbEeztI4hmihz\npEJJrmsXIdEr2n/U6fIPMbpFFB8UmbWOUiNq0KWH5VoP52LdfRrfh1JqfE+HxUbZh4cwDmmDGuZb\n5Tn6hGb4/U8fHPkmlFAfFL2K7VQx1p9y8XukA5Ydv2HZmAU+erxuaI8uOqBW76shivQJJaKB9UAL\nIRo26UEUQlQg8xCFlvJannX5PXUeUCACBPy2lsHBDW8+4p85zDZMHx7CeG1b1NCab+Vh/uoYikGH\nYUDLS56neOlRw/1Qfp/XaF5zFOPAGOy5ZZg+/hmv0XHouzSn7O29OKz2K3ovDUHf8M5aRxBCNDFS\nIAohKpB5iEIrdj3kFbhucZo/6BXP+ffc5uQqOgXUfEimJzKv+QXFR48hNRqHzY7D9nuR5uDC7//E\nllWIZUMWXuPKh5ZefJ7DZsdRzSqptl8LsJ8oxNAvGuuPZ9G1C0bXLri87VIL9uMFrn1zHig1vIvW\nEYQQTYxnPFYVQniMP+YhOmSYqahnxR2s2IrzXX5fnQc9C1XsVvrmbueUbydyzEWXv8ADWfeexZFr\nonjuhgrHLV8fx/L1cfwXDKp8zf5zYHNQmr6r0mvFczbgdWM8hpTK85/Nnx/FeE1rFIMOR5EZxaf8\nxxZFVVC89dgLzXhO+e96RlVP7+YJWscQQjQxUiAKISpRY2NkHqKod3neP4PrFi91Uqvfwk8TSulp\nRvpGsUIxYnM0vCGS3lMS4U9DO0vf2IO+WziG3lUvcmXoHYU+oVmFY5YNWdiO5uE9uUuVQ1Wth3Ox\n55Sh//2eir8R+7nyBwgOqx1HiQXF3+CKt+SxujfrgI9eu21ahBBNkxSIQohK1PatsH21VesYogmx\nhKkUnf/RLffWVbcMp4aM579nVPR1ZBSc0zpKrela+Fc+qIASaEQXE+g8ZD9djMNqRxcdUL7ozZ8W\nvrH6G0CnVLjmYubPf8F4bRsUXXkPsD6hGaXf/opl5ynsp4pRvPXoWld9bWORGiHDS4UQ9c9zxt0I\nITyG2iYajI37ybzwLPmtzwPu6epT7R7Whfi7Zic/p2/wpRdsacjKMn6i7J29dbrWuv8cmKzokyOc\nx3StAjFe1xbzqiNY95/De1JnFENjHmAK/cMTtY4ghGiCFEd1M8OFEE2a+d3/Yt/t2u0GhKiKQ4XD\nHb7GWnreLfcvaduVHwt3u+XeV8qh8+GbsEH8UtLwehKFe7X2iyDjmie1jiGEaIKkB1EIUSVdsiyM\nIOpHcZzNbcUhgGL33Hl+iq2Uq0sO4K/31jqK8DAyvFQIoRUpEIUQVVIT2oK3LI4g3C/P/6hb76/a\nrG69/5XSFR5jtMGG4oFzJYV2+kXI8FIhhDakQBRCVEnR61ET47SOIRo5S7BC4fk9bm3D0wtEAJ8z\nW7g+uGHvjyhcx0/vTfdm8v1XCKENKRCFENXSdeuodQTRyBW0yweHzb2NWC3uvb+LRGWtIjkwSusY\nwgMMiuyGQZWF5oUQ2pACUQhRLbVDG/CrvD+ZEK7gUBzklX3v9nZUq8ntbbiEw06Ps+tp4R2sdRKh\nsWEte2kdQQjRhEmBKISolqJT0SV10DqGaKRKY8FcfMrt7SgWs9vbcBXFnMcwSxZeqmwz01Q18wqk\nd3NZJEwIoR0pEIUQl6TKaqbCTfKCj9dLO4q5rF7acRV93gFG+0rPfVM1OKoHOkV+PBNCaEe+Awkh\nLkltFwOB/lrHEI2MNUCl4PyuemqstH7acaHA377hmuBorWMIDVzXsrfWEYQQTZwUiEKIS1JUBV3X\neK1jiEamsH0hDnv9LB6j2O2oDXDIZtuTq+joH6F1DFGPYvzCSQxpq3UMIUQTJwWiEOKydDLMVLhY\nrtW9W1v8mUHf8IZsKnYrqXk7CTVKD35TMTQ6ResIQgghBaIQ4vLUNlEooUFaxxCNRElbMBWcqNc2\n9Tqvem3PVdTSU4ygQOakNRHXyeqlQggPIJ84QogaUWVPROEi+c3qtziEhlsgAnidz+SGgGZaxxBu\nlhDUijb+kVrHEEIIKRCFEDWjS5YCUVw5m69Cfm5mvberV4313qYrhZ1cTZ+gllrHEG50vSxOI4Tw\nEFIgCiFqRI2OQIkM0zqGaOAK40pxaLBxvV5peIvU/FnnU1/Qxlf+H2yMvHVGRsT00TqGEEIAUiAK\nIWpB17+71hFEA5fLj5q0q1f1mrTrSoq1hLSSQ/jpvbWOIlxsWHQvAo1+WscQQghACkQhRC3oenQG\nv4a3GqTwDGUxCmV5RzVpW6foNGnX1XSFRxltdKCgaB1FuNCNbQdpHUEIIZykQBRC1JhiNKDr203r\nGKKByo/4TbO2dTSOAhHA9/QmrguWxUwai64hscQHxWgdQwghnKRAFELUij41GXSN54dtUT/sXgp5\neTs0a1/XyD7uorNW0S0wSusYwgUmSO+hEMLDNK5PTCGE2ymB/qjdE7SOIRqYog4m7JYSzdpXHZo1\n7R4OOz3PbSTCW/YnbciaeQUyOErmdgshPIsUiEKIWtMP6Kl1BNHA5OoOaNq+rrEViIBiyuF6azZe\nasNfobWpGt26H4ZGsICSEKJxkQJRCFFranQ4alwrrWOIBsLUQqEk96CmGVS7XdP23UWfu59Rfr5a\nxxB1oFNUxrUeoHUMIYSoRApEIUSd6KQXUdRQftQZrSOg2hthF+LvgrK/Ji04WusYopYGRnYlwidE\n6xhCCFGJFIhCiDpRO8WihIdqHUN4OLse8goztY6BardqHcGt2p1cTbx/hNYxRC3c0u4arSMIIUSV\npEAUQtSJoijo+vfQOobwcMUdrNhM+VrHQLU17gJRsZvpl7+LEKO/1lFEDXQLbU9yszitYwghRJWk\nQBRC1JkupQv4+WgdQ3iwXO9DWkcAQLU27gIRQC3JZqRSiE6Rj3ZPNyVumNYRhBCiWvIpIoSoM8Vo\nQNenq9YxhIeyhCkUn9+ndYxyVrPWCeqF17mdjAxspnUMcQnxgTH0i0jUOoYQQlRLCkQhxBXR9+sO\nOp3WMYQHym+dA3jG4jCKpWkUiADNs1ZzVVBLrWOIakyW3kMhhIeTAlEIcUWUQH/U5I5axxAexqFC\nbvFOrWM4KRaT1hHqVeKpr2jlKz2JnqatfwsGR3XXOoYQQlySFIhCiCumT+sNiqJ1DOFBiuPsWEtz\ntI7hpFhKtY5Qv6xFDCn5GV+dl9ZJxEXu7HA9qswRFUJ4OPkuJYS4YmpkGGrPzlrHEB4kz/+w1hEq\nsppQmtgP5mrhEUZ7yYMbT9HWvwXXRsv+sUIIz9e0Pi2FEG5jGJoKepmLKMASolJ4/getY1SgAPom\n2Jvmd3ojw4KjtI4hkN5DIUTDId+phBAuoYQGoevbTesYwgMUtM0Dh03rGJXodU1zS5aWWatICmyh\ndYwmrV2A9B4KIRoOKRCFEC6jH9wHvIxaxxAaciiQW7ZL6xhVaoo9iACKw0avc5uI8A7SOkqT9UCn\ncdJ7KIRoMOS7lRDCZRR/X/SDUrSOITRUGuvAUnxa6xhV0uua7sMLxZTD9ZZTGFW91lGanN5hCbLv\noRCiQZECUQjhUrpBKeDvq3UMoZG8oGNaR6iWXm26BSKAPm8vo/wCtI7RpKgozOo8XusYQghRK1Ig\nCiFcSvEyoh+aqnUMoQFrgEJBjmcOLwXQK9J7Fpz9JYOCW2odo8kY2aovcUHy9RZNg8Ph0DqCcBH5\ntBRCuJyuT1dsm7/Hceqc1lFEPSpoX4Qjx6p1jGrppEAEIO7karIjhvBTkWcOBW4sfHRe3N1xlNYx\nRC2VPThf0/a9F82u03WTJk1i+/btVb4WFhbG5s2bryRWle35+vryxhtvALB48WJCQkKYOHGiS9sR\n2pBPSyGEyymqin7U1Vje+FDrKKIe5Vl2ax3hknSySEg5u4n++d9zxjuOPEux1mkardvaX0tzWRhI\n1KPu3bvzyCOPVDpuMBhc3ta8efNQ1QvfU9PT05k9u27FrfA8UiAKIdxCF98WW6d22Pcf1TqKqAcl\nbcFUmKV1jEvSIft0/kEtOckNflG8Z1WxOexax2l0wr2DmRR7rdYxRBMTGBhIt271s91U+/bt66Ud\noQ15nCqEcBv9DVeDTr7NNAX5zU5oHeGydDI9pgKvszsYERimdYxG6e6Oo/DRN+1FkYTnycrK4oEH\nHqBv374kJydz9913c+zYMefr6enpjB07lmeffZaePXty8803k5WVRXx8PO+88w5paWmkpqaya9cu\nJk2axPTp0wGIj48HYP78+aSlpQFUeP0Py5cvd54LkJaWxltvvcW8efPo1auXswe0qKjIzV8JcTnS\ngyiEcBs1vBm6vsnYNmZqHUW4kc1XIT/H8/+OdQ5F6wgeJzzrM3q1HM32/JNaR2k0Oga1YkTMVVrH\nEE2Qw+HAaq08D1yv13Pq1CkmTJhAREQE8+bNw+Fw8Morr3DLLbfw0UcfERERAcChQ4fw8vIiPT0d\nk8nkvMdLL73E008/jdlspkuXLhXuv3LlSm666SYmTZrE2LFja5X5jTfeoH///ixatIijR48yf/58\nwsLCePjhh+vwFRCuIgWiEMKt9ENTse3aD8WlWkcRblIYV4ojz3T5EzWmygp7VUo69Q2/hfblRGmO\n1lEaPJ2i8veuE1FlvqvQwPr16+ncuXOl41u3bmX58uWUlZWxbNkyQkNDAejVqxeDBw/m7bffZs6c\nOQBYrVYeffRREhPL9+7MyiqfOjB69Giuv/76Ktv9Y1hrixYt6NSpU60yR0ZGsmjRIhRFoV+/fmzf\nvp0NGzZIgagxKRCFEG6l+HqjHz4Q67/XaB1FuEmu4wetI9SIzi5z7aqiWAu5tvQI/9JFUmLz/ELf\nk93c9mo6BbfROoZoonr06MHcuXMrHQ8MDGTHjh307t3bWRwChIaG0qdPn0qrn8bGxla6R1XHXCEx\nMRFFuTC6IzIykgMHDrilLVFzUiAKIdxOf1US9j2HsB/6ResowsXKYqAsv2H8vSouKhDNZgebvjHz\n834rFgtEtdTRf7CB5pHVL4JzcK+V7RvN5OU4CAxW6H6VgaQ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/6keDY8jZwyj/xlVI/aPr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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "makeMePieChartForAllSprints()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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mzZuNjlTInz8/27dvp2XLligUCo4fP05ISAgjR45k8eLF6Vbfnj170qxZM7Ra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VNG/ebMXHx+vWW2+3On1cIJ/Pp8WLU7Vs2Yc6ePCAKlS4Ql27dtMdd9wlh8OhnJwcTZs2SZ9/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\nRQC4ZNxRAwS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YaAgP1qPBgwcBO7jMVHx8PFavXo3bt2/X+RjLli1bYvLkyYiM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\n9OjRo+jUqZNu0cbPzw/29vYm8WGOWNVCzf3k5eXhiSe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RPbzuFAqF2dcdi5pjNe+IjY0l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\nAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotBurndownChartForAllSprints()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Eftirfarandi myndir sýna niðurstöður kaffineyslu teymismeðlima á meðan verkefninu stóð - í fyrsta lagi mun á föstudögum og fimmtudögum og í öðru lagi hver neytti mestu kaffi yfir verkefnið" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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MzPDFF1+gcuXK8sVKLyvJ/YW+vr7YsmULduzYgYEDB2LHjh3Iz8+Hj4+PPM/nn3+OdevW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\niIgE+n+uHQphQ0VLTAAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "thursdaysVsFridaysCoffeePieChart()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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z89Ptt9+u7Oxs67KysjJ9+OGHioqKsscpAOCmYJfoOjg4aMyYMXrzzTf12muv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\nDCK6AGDQ/wf/aN73JX+dywAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "whoWinsCoffeePlot()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total coffee: 211\n" ] } ], "source": [ "print(\"Total coffee: \" + str(CoffeTracker.Edda.sum() + CoffeTracker.Darri.sum() + CoffeTracker.Axel.sum()))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.3" } }, "nbformat": 4, "nbformat_minor": 2 }