diff --git a/Python-ifed.ipynb b/Python-ifed.ipynb index ee9444d..ad2f1cc 100644 --- a/Python-ifed.ipynb +++ b/Python-ifed.ipynb @@ -62,19 +62,28 @@ "### Describe what each of the following means\n", "\n", "#### Production\n", - "(Insert answer here)\n", + "\n", + "Production quality code, in simple terms, it is the code which can bear the test of time in production environment and which meets expectations in reliabilty, efficiency etc for production.\n", + "\n", "#### Clean \n", - "(Insert answer here)\n", + "\n", + "In simple words, it is readable, simple, and concise. A characteristic of production quality code that is crucial for collaboration and maintainability in software development.\n", + "\n", "#### Modular\n", - "(Insert answer here)\n", + "\n", + "Logically broken up into functions and modules. Also an important characteristic of production quality code that makes our code more organized, efficient, and reusable.\n", + "\n", "#### Module\n", - "(Insert answer here)\n", + "\n", + "A file. Modules allow code to be reused by encapsulating them into files that can be imported into other files.\n", + "\n", "#### Refactoring code\n", - "(Insert answer here)" + "\n", + "Refactoring is a way to restructure our code to improve its internal structure without changing its external functionality." ] }, { - "cell_type": "markdown", + "cell_type": "raw", "metadata": {}, "source": [ "If you have finished writing the answers you can now commit these new changes with git using the commit message __step 1 completed__ ." @@ -93,9 +102,214 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Seasoncitydateteam 1team 2toss winnertoss decisionresultdl appliedwinnerwin by runswin by wicketsplayer of matchvenueumpire 1umpire 2
id
1IPL-2017Hyderabad05-04-2017Sunrisers HyderabadRoyal Challengers BangaloreRoyal Challengers Bangalorefieldnormal0Sunrisers Hyderabad350Yuvraj SinghRajiv Gandhi International Stadium, UppalAY DandekarNJ Llong
2IPL-2017Pune06-04-2017Mumbai IndiansRising Pune SupergiantRising Pune Supergiantfieldnormal0Rising Pune Supergiant07SPD SmithMaharashtra Cricket Association StadiumA Nand KishoreS Ravi
3IPL-2017Rajkot07-04-2017Gujarat LionsKolkata Knight RidersKolkata Knight Ridersfieldnormal0Kolkata Knight Riders010CA LynnSaurashtra Cricket Association StadiumNitin MenonCK Nandan
4IPL-2017Indore08-04-2017Rising Pune SupergiantKings XI PunjabKings XI Punjabfieldnormal0Kings XI Punjab06GJ MaxwellHolkar Cricket StadiumAK ChaudharyC Shamshuddin
5IPL-2017Bangalore08-04-2017Royal Challengers BangaloreDelhi DaredevilsRoyal Challengers Bangalorebatnormal0Royal Challengers Bangalore150KM JadhavM Chinnaswamy StadiumNaNNaN
\n", + "
" + ], + "text/plain": [ + " Season city date team 1 \\\n", + "id \n", + "1 IPL-2017 Hyderabad 05-04-2017 Sunrisers Hyderabad \n", + "2 IPL-2017 Pune 06-04-2017 Mumbai Indians \n", + "3 IPL-2017 Rajkot 07-04-2017 Gujarat Lions \n", + "4 IPL-2017 Indore 08-04-2017 Rising Pune Supergiant \n", + "5 IPL-2017 Bangalore 08-04-2017 Royal Challengers Bangalore \n", + "\n", + " team 2 toss winner toss decision \\\n", + "id \n", + "1 Royal Challengers Bangalore Royal Challengers Bangalore field \n", + "2 Rising Pune Supergiant Rising Pune Supergiant field \n", + "3 Kolkata Knight Riders Kolkata Knight Riders field \n", + "4 Kings XI Punjab Kings XI Punjab field \n", + "5 Delhi Daredevils Royal Challengers Bangalore bat \n", + "\n", + " result dl applied winner win by runs \\\n", + "id \n", + "1 normal 0 Sunrisers Hyderabad 35 \n", + "2 normal 0 Rising Pune Supergiant 0 \n", + "3 normal 0 Kolkata Knight Riders 0 \n", + "4 normal 0 Kings XI Punjab 0 \n", + "5 normal 0 Royal Challengers Bangalore 15 \n", + "\n", + " win by wickets player of match venue \\\n", + "id \n", + "1 0 Yuvraj Singh Rajiv Gandhi International Stadium, Uppal \n", + "2 7 SPD Smith Maharashtra Cricket Association Stadium \n", + "3 10 CA Lynn Saurashtra Cricket Association Stadium \n", + "4 6 GJ Maxwell Holkar Cricket Stadium \n", + "5 0 KM Jadhav M Chinnaswamy Stadium \n", + "\n", + " umpire 1 umpire 2 \n", + "id \n", + "1 AY Dandekar NJ Llong \n", + "2 A Nand Kishore S Ravi \n", + "3 Nitin Menon CK Nandan \n", + "4 AK Chaudhary C Shamshuddin \n", + "5 NaN NaN " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "import pandas as pd\n", "df = pd.read_csv('matches.csv', sep=',')\n", @@ -104,6 +318,34 @@ "df.head()" ] }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting pandas\n", + " Downloading pandas-1.2.0-cp37-cp37m-macosx_10_9_x86_64.whl (10.3 MB)\n", + "\u001b[K |████████████████████████████████| 10.3 MB 255 kB/s eta 0:00:01\n", + "\u001b[?25hRequirement already satisfied: numpy>=1.16.5 in /Users/apple/miniconda3/lib/python3.7/site-packages (from pandas) (1.18.1)\n", + "Requirement already satisfied: python-dateutil>=2.7.3 in /Users/apple/miniconda3/lib/python3.7/site-packages (from pandas) (2.8.1)\n", + "Requirement already satisfied: pytz>=2017.3 in /Users/apple/miniconda3/lib/python3.7/site-packages (from pandas) (2019.3)\n", + "Requirement already satisfied: six>=1.5 in /Users/apple/miniconda3/lib/python3.7/site-packages (from python-dateutil>=2.7.3->pandas) (1.14.0)\n", + "Installing collected packages: pandas\n", + "Successfully installed pandas-1.2.0\n", + "\u001b[33mWARNING: You are using pip version 20.2.4; however, version 20.3.3 is available.\n", + "You should consider upgrading via the '/Users/apple/miniconda3/bin/python -m pip install --upgrade pip' command.\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "pip install pandas" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -113,9 +355,214 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Seasoncitydateteam_1team_2toss_winnertoss decisionresultdl_appliedwinnerwin_by_runswin_by_wicketsplayer_of_matchvenueumpire_1umpire_2
id
1IPL-2017Hyderabad05-04-2017Sunrisers HyderabadRoyal Challengers BangaloreRoyal Challengers Bangalorefieldnormal0Sunrisers Hyderabad350Yuvraj SinghRajiv Gandhi International Stadium, UppalAY DandekarNJ Llong
2IPL-2017Pune06-04-2017Mumbai IndiansRising Pune SupergiantRising Pune Supergiantfieldnormal0Rising Pune Supergiant07SPD SmithMaharashtra Cricket Association StadiumA Nand KishoreS Ravi
3IPL-2017Rajkot07-04-2017Gujarat LionsKolkata Knight RidersKolkata Knight Ridersfieldnormal0Kolkata Knight Riders010CA LynnSaurashtra Cricket Association StadiumNitin MenonCK Nandan
4IPL-2017Indore08-04-2017Rising Pune SupergiantKings XI PunjabKings XI Punjabfieldnormal0Kings XI Punjab06GJ MaxwellHolkar Cricket StadiumAK ChaudharyC Shamshuddin
5IPL-2017Bangalore08-04-2017Royal Challengers BangaloreDelhi DaredevilsRoyal Challengers Bangalorebatnormal0Royal Challengers Bangalore150KM JadhavM Chinnaswamy StadiumNaNNaN
\n", + "
" + ], + "text/plain": [ + " Season city date team_1 \\\n", + "id \n", + "1 IPL-2017 Hyderabad 05-04-2017 Sunrisers Hyderabad \n", + "2 IPL-2017 Pune 06-04-2017 Mumbai Indians \n", + "3 IPL-2017 Rajkot 07-04-2017 Gujarat Lions \n", + "4 IPL-2017 Indore 08-04-2017 Rising Pune Supergiant \n", + "5 IPL-2017 Bangalore 08-04-2017 Royal Challengers Bangalore \n", + "\n", + " team_2 toss_winner toss decision \\\n", + "id \n", + "1 Royal Challengers Bangalore Royal Challengers Bangalore field \n", + "2 Rising Pune Supergiant Rising Pune Supergiant field \n", + "3 Kolkata Knight Riders Kolkata Knight Riders field \n", + "4 Kings XI Punjab Kings XI Punjab field \n", + "5 Delhi Daredevils Royal Challengers Bangalore bat \n", + "\n", + " result dl_applied winner win_by_runs \\\n", + "id \n", + "1 normal 0 Sunrisers Hyderabad 35 \n", + "2 normal 0 Rising Pune Supergiant 0 \n", + "3 normal 0 Kolkata Knight Riders 0 \n", + "4 normal 0 Kings XI Punjab 0 \n", + "5 normal 0 Royal Challengers Bangalore 15 \n", + "\n", + " win_by_wickets player_of_match venue \\\n", + "id \n", + "1 0 Yuvraj Singh Rajiv Gandhi International Stadium, Uppal \n", + "2 7 SPD Smith Maharashtra Cricket Association Stadium \n", + "3 10 CA Lynn Saurashtra Cricket Association Stadium \n", + "4 6 GJ Maxwell Holkar Cricket Stadium \n", + "5 0 KM Jadhav M Chinnaswamy Stadium \n", + "\n", + " umpire_1 umpire_2 \n", + "id \n", + "1 AY Dandekar NJ Llong \n", + "2 A Nand Kishore S Ravi \n", + "3 Nitin Menon CK Nandan \n", + "4 AK Chaudhary C Shamshuddin \n", + "5 NaN NaN " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "new_df = df.rename(columns={'team 1': 'team_1',\n", " 'team 2': 'team_2',\n", @@ -139,9 +586,214 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Seasoncitydateteam_1team 2toss_winnertoss_decisionresultdl_appliedwinnerwin_by_runswin by wicketsplayer of matchvenueumpire 1umpire 2
id
1IPL-2017Hyderabad05-04-2017Sunrisers HyderabadRoyal Challengers BangaloreRoyal Challengers Bangalorefieldnormal0Sunrisers Hyderabad350Yuvraj SinghRajiv Gandhi International Stadium, UppalAY DandekarNJ Llong
2IPL-2017Pune06-04-2017Mumbai IndiansRising Pune SupergiantRising Pune Supergiantfieldnormal0Rising Pune Supergiant07SPD SmithMaharashtra Cricket Association StadiumA Nand KishoreS Ravi
3IPL-2017Rajkot07-04-2017Gujarat LionsKolkata Knight RidersKolkata Knight Ridersfieldnormal0Kolkata Knight Riders010CA LynnSaurashtra Cricket Association StadiumNitin MenonCK Nandan
4IPL-2017Indore08-04-2017Rising Pune SupergiantKings XI PunjabKings XI Punjabfieldnormal0Kings XI Punjab06GJ MaxwellHolkar Cricket StadiumAK ChaudharyC Shamshuddin
5IPL-2017Bangalore08-04-2017Royal Challengers BangaloreDelhi DaredevilsRoyal Challengers Bangalorebatnormal0Royal Challengers Bangalore150KM JadhavM Chinnaswamy StadiumNaNNaN
\n", + "
" + ], + "text/plain": [ + " Season city date team_1 \\\n", + "id \n", + "1 IPL-2017 Hyderabad 05-04-2017 Sunrisers Hyderabad \n", + "2 IPL-2017 Pune 06-04-2017 Mumbai Indians \n", + "3 IPL-2017 Rajkot 07-04-2017 Gujarat Lions \n", + "4 IPL-2017 Indore 08-04-2017 Rising Pune Supergiant \n", + "5 IPL-2017 Bangalore 08-04-2017 Royal Challengers Bangalore \n", + "\n", + " team 2 toss_winner toss_decision \\\n", + "id \n", + "1 Royal Challengers Bangalore Royal Challengers Bangalore field \n", + "2 Rising Pune Supergiant Rising Pune Supergiant field \n", + "3 Kolkata Knight Riders Kolkata Knight Riders field \n", + "4 Kings XI Punjab Kings XI Punjab field \n", + "5 Delhi Daredevils Royal Challengers Bangalore bat \n", + "\n", + " result dl_applied winner win_by_runs \\\n", + "id \n", + "1 normal 0 Sunrisers Hyderabad 35 \n", + "2 normal 0 Rising Pune Supergiant 0 \n", + "3 normal 0 Kolkata Knight Riders 0 \n", + "4 normal 0 Kings XI Punjab 0 \n", + "5 normal 0 Royal Challengers Bangalore 15 \n", + "\n", + " win by wickets player of match venue \\\n", + "id \n", + "1 0 Yuvraj Singh Rajiv Gandhi International Stadium, Uppal \n", + "2 7 SPD Smith Maharashtra Cricket Association Stadium \n", + "3 10 CA Lynn Saurashtra Cricket Association Stadium \n", + "4 6 GJ Maxwell Holkar Cricket Stadium \n", + "5 0 KM Jadhav M Chinnaswamy Stadium \n", + "\n", + " umpire 1 umpire 2 \n", + "id \n", + "1 AY Dandekar NJ Llong \n", + "2 A Nand Kishore S Ravi \n", + "3 Nitin Menon CK Nandan \n", + "4 AK Chaudhary C Shamshuddin \n", + "5 NaN NaN " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "labels = list(df.columns)\n", "labels[0] = labels[0].replace(' ', '_')\n", @@ -167,15 +819,224 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Seasoncitydateteam_1team_2toss_winnertoss_decisionresultdl_appliedwinnerwin_by_runswin by wicketsplayer of matchvenueumpire 1umpire 2
id
1IPL-2017Hyderabad05-04-2017Sunrisers HyderabadRoyal Challengers BangaloreRoyal Challengers Bangalorefieldnormal0Sunrisers Hyderabad350Yuvraj SinghRajiv Gandhi International Stadium, UppalAY DandekarNJ Llong
2IPL-2017Pune06-04-2017Mumbai IndiansRising Pune SupergiantRising Pune Supergiantfieldnormal0Rising Pune Supergiant07SPD SmithMaharashtra Cricket Association StadiumA Nand KishoreS Ravi
3IPL-2017Rajkot07-04-2017Gujarat LionsKolkata Knight RidersKolkata Knight Ridersfieldnormal0Kolkata Knight Riders010CA LynnSaurashtra Cricket Association StadiumNitin MenonCK Nandan
4IPL-2017Indore08-04-2017Rising Pune SupergiantKings XI PunjabKings XI Punjabfieldnormal0Kings XI Punjab06GJ MaxwellHolkar Cricket StadiumAK ChaudharyC Shamshuddin
5IPL-2017Bangalore08-04-2017Royal Challengers BangaloreDelhi DaredevilsRoyal Challengers Bangalorebatnormal0Royal Challengers Bangalore150KM JadhavM Chinnaswamy StadiumNaNNaN
\n", + "
" + ], + "text/plain": [ + " Season city date team_1 \\\n", + "id \n", + "1 IPL-2017 Hyderabad 05-04-2017 Sunrisers Hyderabad \n", + "2 IPL-2017 Pune 06-04-2017 Mumbai Indians \n", + "3 IPL-2017 Rajkot 07-04-2017 Gujarat Lions \n", + "4 IPL-2017 Indore 08-04-2017 Rising Pune Supergiant \n", + "5 IPL-2017 Bangalore 08-04-2017 Royal Challengers Bangalore \n", + "\n", + " team_2 toss_winner toss_decision \\\n", + "id \n", + "1 Royal Challengers Bangalore Royal Challengers Bangalore field \n", + "2 Rising Pune Supergiant Rising Pune Supergiant field \n", + "3 Kolkata Knight Riders Kolkata Knight Riders field \n", + "4 Kings XI Punjab Kings XI Punjab field \n", + "5 Delhi Daredevils Royal Challengers Bangalore bat \n", + "\n", + " result dl_applied winner win_by_runs \\\n", + "id \n", + "1 normal 0 Sunrisers Hyderabad 35 \n", + "2 normal 0 Rising Pune Supergiant 0 \n", + "3 normal 0 Kolkata Knight Riders 0 \n", + "4 normal 0 Kings XI Punjab 0 \n", + "5 normal 0 Royal Challengers Bangalore 15 \n", + "\n", + " win by wickets player of match venue \\\n", + "id \n", + "1 0 Yuvraj Singh Rajiv Gandhi International Stadium, Uppal \n", + "2 7 SPD Smith Maharashtra Cricket Association Stadium \n", + "3 10 CA Lynn Saurashtra Cricket Association Stadium \n", + "4 6 GJ Maxwell Holkar Cricket Stadium \n", + "5 0 KM Jadhav M Chinnaswamy Stadium \n", + "\n", + " umpire 1 umpire 2 \n", + "id \n", + "1 AY Dandekar NJ Llong \n", + "2 A Nand Kishore S Ravi \n", + "3 Nitin Menon CK Nandan \n", + "4 AK Chaudhary C Shamshuddin \n", + "5 NaN NaN " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# Insert your solution here" + "labels=list(df.columns)\n", + "for val in range(0,11):\n", + " labels[val]=labels[val].replace(' ','_')\n", + "df.columns=labels\n", + "df.head()" ] }, { - "cell_type": "markdown", + "cell_type": "raw", "metadata": {}, "source": [ "Once you are done till here make a new commit with message __step 2 complete__." @@ -208,7 +1069,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -219,7 +1080,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -233,9 +1094,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "96\n", + "Duration: 16.211009979248047 seconds\n" + ] + } + ], "source": [ "start = time.time()\n", "verified_elements = []\n", @@ -257,11 +1127,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "96\n", + "Duration: 0.05957913398742676 seconds\n" + ] + } + ], "source": [ - "# Insert answer here\n", + "start = time.time()\n", + "verified_elements= np.intersect1d(subset_elements,all_elements)\n", "\n", "print(len(verified_elements))\n", "print('Duration: {} seconds'.format(time.time() - start))" @@ -276,11 +1156,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "96\n", + "Duration: 0.010120153427124023 seconds\n" + ] + } + ], "source": [ - "# Insert answer here\n", + "start = time.time()\n", + "verified_elements=set(all_elements).intersection(subset_elements)\n", "\n", "print(len(verified_elements))\n", "print('Duration: {} seconds'.format(time.time() - start))" @@ -386,11 +1276,24 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "'fighting'" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# Insert your code here" + "import requests\n", + "pokemon_details = requests.get(\"https://pokeapi.co/api/v2/pokemon/machamp\").json()\n", + "pokemon_details['types'][0]['type']['name']" ] }, { @@ -404,11 +1307,28 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 40, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "flying\n", + "psychic\n", + "fairy\n", + "rock\n", + "bug\n", + "dark\n" + ] + } + ], "source": [ - "# Insert your code here" + "damage_from_types = requests.get(pokemon_details['types'][0]['type']['url']).json()\n", + "for damage_type in damage_from_types['damage_relations'].keys():\n", + " if(damage_type in ['double_damage_from', 'half_damage_from']):\n", + " for pokemon_type in damage_from_types['damage_relations'][damage_type]:\n", + " print(pokemon_type['name'])" ] }, { @@ -420,11 +1340,47 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 44, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Double damage from type: flying\n", + "charizard\n", + "butterfree\n", + "pidgey\n", + "pidgeotto\n", + "pidgeot\n", + "Double damage from type: psychic\n", + "abra\n", + "kadabra\n", + "alakazam\n", + "slowpoke\n", + "slowbro\n", + "Double damage from type: fairy\n", + "clefairy\n", + "clefable\n", + "jigglypuff\n", + "wigglytuff\n", + "mr-mime\n" + ] + } + ], "source": [ - "# Insert your code here" + "double_damage_from_types = damage_from_types['damage_relations']['double_damage_from']\n", + "for pokemon_type in double_damage_from_types:\n", + " print(\"Double damage from type: \", pokemon_type['name'])\n", + " url = pokemon_type['url']\n", + " type_details = requests.get(url).json()\n", + " pokemons = type_details['pokemon']\n", + " if(len(pokemons) > 5):\n", + " for i in range(0,5):\n", + " print(pokemons[i]['pokemon']['name'])\n", + " else:\n", + " for i in range(0, len(pokemons)):\n", + " print(pokemons[i]['pokemon']['name'])" ] }, { @@ -515,9 +1471,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +} diff --git a/ability.py b/ability.py new file mode 100644 index 0000000..dcf50d6 --- /dev/null +++ b/ability.py @@ -0,0 +1,9 @@ +import requests + + +def ability(pokemon_name): + pokemon_details = requests.get(f"https://pokeapi.co/api/v2/pokemon/{pokemon_name}").json() + abilities = [] + for pokemon_ability in pokemon_details['abilities']: + abilities.append(pokemon_ability['ability']['name']) + return abilities diff --git a/nearest_square.py b/nearest_square.py new file mode 100644 index 0000000..01eb986 --- /dev/null +++ b/nearest_square.py @@ -0,0 +1,5 @@ +def nearest_square(limit): + i = 0 + while (i+1)**2 <= limit: + i += 1 + return i ** 2 diff --git a/step_4.py b/step_4.py new file mode 100644 index 0000000..4a8da52 --- /dev/null +++ b/step_4.py @@ -0,0 +1,85 @@ +import time +import pandas as pd +import numpy as np + + +def f1(subset_elements,all_elements): + """ + Uses for loop to get common elements from the given two lists. + + Parameters: + subset_elements (list): + contains list of elements of subset_elemets.txt + all_elements (list): + contains list of elements of all_elements.txt + + """ + + start = time.time() + verified_elements = [] + + for element in subset_elements: + if element in all_elements: + verified_elements.append(element) + + print(len(verified_elements)) + print('Duration: {} seconds'.format(time.time() - start)) + + +def f2(subset_elements,all_elements): + """ + Uses numpy.intersect1d() function to get common elements from the given two lists. + + Parameters: + subset_elements (list): + contains list of elements of subset_elemets.txt + all_elements (list): + contains list of elements of all_elements.txt + + """ + + start = time.time() + verified_elements = np.intersect1d(subset_elements, all_elements) + + print(len(verified_elements)) + print('Duration: {} seconds'.format(time.time() - start)) + + +def f3(subset_elements,all_elements): + """ + Uses set().intersecton() data structure function to get common elements from the given two lists. + + Parameters: + subset_elements (list): + contains list of elements of subset_elemets.txt + all_elements (list): + contains list of elements of all_elements.txt + + """ + + start = time.time() + verified_elements = set(all_elements).intersection(subset_elements) + + print(len(verified_elements)) + print('Duration: {} seconds'.format(time.time() - start)) + + +def main(): + """ + Reads data from subset_elemets.txt and all_elements.txt and stores in subset_elements and all_elements resp. + + """ + + with open('subset_elemets.txt') as f: + subset_elements = f.read().split('\n') + + with open('all_elements.txt') as f: + all_elements = f.read().split('\n') + + f1(subset_elements,all_elements) + f2(subset_elements,all_elements) + f3(subset_elements,all_elements) + + +if __name__ == "__main__": + main()