How to use test4 method in avocado

Best Python code snippet using avocado_python

test.py

Source:test.py

1from subprocess import Popen, PIPE2from unittest import TestCase3import signal4import threading5import random6import logging7# use `sudo lsof -i -P -n` to make sure all processes have been terminated8def get_random_string():9    return "-" + str(random.randrange(0, 100000))10TIME_INTERVAL = 1  # in seconds11testcase = TestCase()12CLIENT1 = "client1" + get_random_string()13CLIENT2 = "client2" + get_random_string()14UNKNOWNCLIENT = "unknownClient" + get_random_string()15MESSAGE1 = "message1" + get_random_string()16MESSAGE2 = "message2" + get_random_string()17CLEANUP_COMMANDS = ["pkill -f python",18                    "pkill -f Python"19                    ]20# constants for test 121TEST1_SERVER_PORT = str(random.randrange(6600, 9000))22TEST1_COMMANDS = ["python3 server.py -p " + TEST1_SERVER_PORT,23                  "python3 client.py -s 127.0.0.1 -p " + TEST1_SERVER_PORT + " -n " + CLIENT124                  ]25TEST1_SERVER_INPUTS = []26TEST1_CLIENT_INPUTS = ["exit"]27TEST1_EXPECTED_SERVER_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST1_SERVER_PORT,28                                 CLIENT1 + " registered from host 127.0.0.1 port "29                                 ]30TEST1_EXPECTED_CLIENT_OUTPUTS = ["connected to server and registered " + CLIENT1,31                                 "terminating client..."32                                 ]33# constants for test234TEST2_SERVER_PORT = str(random.randrange(6600, 9000))35TEST2_COMMANDS = ["python3 server.py -p " + TEST2_SERVER_PORT,36                  "python3 client.py -s 127.0.0.1 -p " + TEST2_SERVER_PORT + " -n " + CLIENT1,37                  "python3 client.py -s 127.0.0.1 -p " + TEST2_SERVER_PORT + " -n " + CLIENT238                  ]39TEST2_SERVER_INPUTS = []40TEST2_CLIENT1_INPUTS = []41TEST2_CLIENT2_INPUTS = []42TEST2_EXPECTED_SERVER_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST2_SERVER_PORT,43                                 CLIENT1 + " registered from host 127.0.0.1 port ",44                                 CLIENT2 + " registered from host 127.0.0.1 port "45                                 ]46TEST2_EXPECTED_CLIENT1_OUTPUTS = ["connected to server and registered " + CLIENT147                                 ]48TEST2_EXPECTED_CLIENT2_OUTPUTS = ["connected to server and registered " + CLIENT249                                 ]50# constants for test351TEST3_SERVER_PORT = str(random.randrange(6600, 9000))52TEST3_COMMANDS = ["python3 server.py -p " + TEST3_SERVER_PORT,53                  "python3 client.py -s 127.0.0.1 -p " + TEST3_SERVER_PORT + " -n " + CLIENT1,54                  "python3 client.py -s 127.0.0.1 -p " + TEST3_SERVER_PORT + " -n " + CLIENT255                  ]56TEST3_SERVER_INPUTS = []57TEST3_CLIENT1_INPUTS = ["sendto " + CLIENT2 + " " + MESSAGE1,58                        "sendto " + UNKNOWNCLIENT + " " + MESSAGE259                        ]60TEST3_CLIENT2_INPUTS = []61TEST3_EXPECTED_SERVER_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST3_SERVER_PORT,62                                 CLIENT1 + " registered from host 127.0.0.1 port ",63                                 CLIENT2 + " registered from host 127.0.0.1 port ",64                                 CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE1,65                                 CLIENT1 + " to " + UNKNOWNCLIENT + ": " + MESSAGE2,66                                 UNKNOWNCLIENT + " is not registered with server"67                                 ]68TEST3_EXPECTED_CLIENT1_OUTPUTS = ["connected to server and registered " + CLIENT169                                 ]70TEST3_EXPECTED_CLIENT2_OUTPUTS = ["connected to server and registered " + CLIENT2,71                                 CLIENT1 + ": " + MESSAGE172                                 ]73# constants for test474TEST4_SERVER1_PORT = str(random.randrange(6600, 9000))75TEST4_SERVER2_PORT = str(random.randrange(6600, 9000))76TEST4_SERVER1_OVERLAY_PORT = str(random.randrange(6600, 9000))77TEST4_SERVER2_OVERLAY_PORT = str(random.randrange(6600, 9000))78TEST4_COMMANDS = ["python3 server.py -p " + TEST4_SERVER1_PORT + " -o " + TEST4_SERVER1_OVERLAY_PORT,79                  "python3 server.py -p " + TEST4_SERVER2_PORT + " -s 127.0.0.1 -t " + TEST4_SERVER1_OVERLAY_PORT + " -o " + TEST4_SERVER2_OVERLAY_PORT,80                  "python3 client.py -s 127.0.0.1 -p " + TEST4_SERVER1_PORT + " -n " + CLIENT1,81                  "python3 client.py -s 127.0.0.1 -p " + TEST4_SERVER2_PORT + " -n " + CLIENT282                  ]83TEST4_SERVER1_INPUTS = []84TEST4_SERVER2_INPUTS = []85TEST4_CLIENT1_INPUTS = ["sendto " + CLIENT2 + " " + MESSAGE186                        ]87TEST4_CLIENT2_INPUTS = []88TEST4_EXPECTED_SERVER1_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST4_SERVER1_PORT,89                                  "server overlay started at port " + TEST4_SERVER1_OVERLAY_PORT,90                                  "server overlay connection from host 127.0.0.1 port ",91                                 CLIENT1 + " registered from host 127.0.0.1 port ",92                                 CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE1,93                                 CLIENT2 + " is not registered with server",94                                 "Sending message to overlay server: " + CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE195                                 ]96TEST4_EXPECTED_SERVER2_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST4_SERVER2_PORT,97                                  "server overlay started at port " + TEST4_SERVER2_OVERLAY_PORT,98                                  "connected to overlay server at 127.0.0.1 port " + TEST4_SERVER1_OVERLAY_PORT,99                                 CLIENT2 + " registered from host 127.0.0.1 port ",100                                 "Received from overlay server: " + CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE1101                                 ]102TEST4_EXPECTED_CLIENT1_OUTPUTS = ["connected to server and registered " + CLIENT1103                                 ]104TEST4_EXPECTED_CLIENT2_OUTPUTS = ["connected to server and registered " + CLIENT2,105                                 CLIENT1 + ": " + MESSAGE1106                                 ]107# constants for test5108TEST5_SERVER1_PORT = str(random.randrange(6600, 9000))109TEST5_SERVER2_PORT = str(random.randrange(6600, 9000))110TEST5_SERVER1_OVERLAY_PORT = str(random.randrange(6600, 9000))111TEST5_SERVER2_OVERLAY_PORT = str(random.randrange(6600, 9000))112TEST5_COMMANDS = ["python3 server.py -p " + TEST5_SERVER1_PORT + " -o " + TEST5_SERVER1_OVERLAY_PORT,113                  "python3 server.py -p " + TEST5_SERVER2_PORT + " -s 127.0.0.1 -t " + TEST5_SERVER1_OVERLAY_PORT + " -o " + TEST5_SERVER2_OVERLAY_PORT,114                  "python3 client.py -s 127.0.0.1 -p " + TEST5_SERVER1_PORT + " -n " + CLIENT1,115                  "python3 client.py -s 127.0.0.1 -p " + TEST5_SERVER2_PORT + " -n " + CLIENT2116                  ]117TEST5_SERVER1_INPUTS = []118TEST5_SERVER2_INPUTS = []119TEST5_CLIENT1_INPUTS = ["sendto " + CLIENT2 + " " + MESSAGE1120                        ]121TEST5_CLIENT2_INPUTS = ["sendto " + CLIENT1 + " " + MESSAGE2122                        ]123TEST5_EXPECTED_SERVER1_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST5_SERVER1_PORT,124                                  "server overlay started at port " + TEST5_SERVER1_OVERLAY_PORT,125                                  "server overlay connection from host 127.0.0.1 port ",126                                 CLIENT1 + " registered from host 127.0.0.1 port ",127                                 CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE1,128                                 CLIENT2 + " is not registered with server",129                                 "Sending message to overlay server: " + CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE1,130                                 "Received from overlay server: " + CLIENT2 + " to " + CLIENT1 + ": " + MESSAGE2131                                 ]132TEST5_EXPECTED_SERVER2_OUTPUTS = ["server started on 127.0.0.1 at port " + TEST5_SERVER2_PORT,133                                  "server overlay started at port " + TEST5_SERVER2_OVERLAY_PORT,134                                  "connected to overlay server at 127.0.0.1 port " + TEST5_SERVER1_OVERLAY_PORT,135                                 CLIENT2 + " registered from host 127.0.0.1 port ",136                                 "Received from overlay server: " + CLIENT1 + " to " + CLIENT2 + ": " + MESSAGE1,137                                 CLIENT2 + " to " + CLIENT1 + ": " + MESSAGE2,138                                 CLIENT1 + " is not registered with server",139                                 "Sending message to overlay server: " + CLIENT2 + " to " + CLIENT1 + ": " + MESSAGE2140                                 ]141TEST5_EXPECTED_CLIENT1_OUTPUTS = ["connected to server and registered " + CLIENT1,142                                  CLIENT2 + ": " + MESSAGE2143                                 ]144TEST5_EXPECTED_CLIENT2_OUTPUTS = ["connected to server and registered " + CLIENT2,145                                 CLIENT1 + ": " + MESSAGE1146                                 ]147TEST_COMMANDS = [TEST1_COMMANDS, TEST2_COMMANDS, TEST3_COMMANDS, TEST4_COMMANDS, TEST5_COMMANDS]148TEST_INPUTS = [[TEST1_SERVER_INPUTS, TEST1_CLIENT_INPUTS],149               [TEST2_SERVER_INPUTS, TEST2_CLIENT1_INPUTS, TEST2_CLIENT2_INPUTS],150               [TEST3_SERVER_INPUTS, TEST3_CLIENT1_INPUTS, TEST3_CLIENT2_INPUTS],151               [TEST4_SERVER1_INPUTS,TEST4_SERVER2_INPUTS, TEST4_CLIENT1_INPUTS, TEST4_CLIENT2_INPUTS],152               [TEST5_SERVER1_INPUTS,TEST5_SERVER2_INPUTS, TEST5_CLIENT1_INPUTS, TEST5_CLIENT2_INPUTS]153               ]154EXPECTED_OUTPUTS = [[TEST1_EXPECTED_SERVER_OUTPUTS, TEST1_EXPECTED_CLIENT_OUTPUTS],155                    [TEST2_EXPECTED_SERVER_OUTPUTS, TEST2_EXPECTED_CLIENT1_OUTPUTS, TEST2_EXPECTED_CLIENT2_OUTPUTS],156                    [TEST3_EXPECTED_SERVER_OUTPUTS, TEST3_EXPECTED_CLIENT1_OUTPUTS, TEST3_EXPECTED_CLIENT2_OUTPUTS],157                    [TEST4_EXPECTED_SERVER1_OUTPUTS, TEST4_EXPECTED_SERVER2_OUTPUTS, TEST4_EXPECTED_CLIENT1_OUTPUTS, TEST4_EXPECTED_CLIENT2_OUTPUTS],158                    [TEST5_EXPECTED_SERVER1_OUTPUTS, TEST5_EXPECTED_SERVER2_OUTPUTS, TEST5_EXPECTED_CLIENT1_OUTPUTS, TEST5_EXPECTED_CLIENT2_OUTPUTS]159                    ]160class TimeoutException(Exception):161    def __init__(self):162        super().__init__()163def handler(signum, frame):164    raise TimeoutException()165def run_process(process):166    signal.signal(signal.SIGALRM, handler)167    try:168        signal.alarm(TIME_INTERVAL)  # timeout after TIME_INTERVAL (in seconds)169        process.wait()170    except TimeoutException:171        pass172    finally:173        signal.alarm(0)174def create_processes(commands, processes):175    for cmd in commands:176        process = Popen(cmd, stdin=PIPE, stdout=PIPE, stderr=PIPE, shell=True)177        processes.append(process)178        run_process(process)179def run_processes(processes):180    for process in processes:181        run_process(process)182def write_to_console(processes, inputs):183    for i in range(len(processes)):184        for line in inputs[i]:185            line += "\n"186            processes[i].stdin.write(line.encode("utf-8"))187            processes[i].stdin.flush()188        run_process(processes[i])189def check_console_messages(processes, outputs):190    signal.signal(signal.SIGALRM, handler)191    for i in range(len(processes)):192        counter = 0193        try:194            signal.alarm(TIME_INTERVAL)  # timeout after TIME_INTERVAL (in seconds)195            processes[i].stdout.flush()196            for line in processes[i].stdout:197                line = line.decode("utf-8").strip()198                if not (line.isspace() or line == ""):199                    testcase.assertIn(outputs[i][counter], line)200                    counter += 1201        except TimeoutException:202            # make sure that all expected lines are present203            testcase.assertEqual(counter, len(outputs[i]))204            pass205        finally:206            signal.alarm(0)207def kill_processes(processes):208    for process in processes:209        process.kill()210def cleanup():211    create_processes(CLEANUP_COMMANDS, [])212def check_results_and_cleanup(processes, outputs, identifier):213    try:214        check_console_messages(processes, outputs)215        print(identifier + " PASSED. CONGRATS!")216        return 20217    except AssertionError as e:218        errorMsg = str(e)219        if "!=" in errorMsg:220            logging.error(identifier + " FAILED: Missing console statements: " + str(e))221        else:222            logging.error(identifier + " FAILED: " + str(e))223        print(identifier + " FAILED.")224        return 0225    finally:226        kill_processes(processes)227        cleanup()228def run_tests():229    points = 0230    for i in range(len(TEST_COMMANDS)):231        processes = []232        create_processes(TEST_COMMANDS[i], processes)233        write_to_console(processes, TEST_INPUTS[i])234        run_processes(processes)235        points += check_results_and_cleanup(processes, EXPECTED_OUTPUTS[i], "TEST" + str(i+1))236    return points237if __name__ == "__main__":...

test_unittest.py

Source:test_unittest.py

1#!/usr/bin/python2#3# Copyright 2008 Google Inc. All Rights Reserved.4"""Tests for test."""5import unittest, sys, os6import common7from autotest_lib.cli import cli_mock, topic_common, test8from autotest_lib.client.common_lib import control_data9CLIENT = control_data.CONTROL_TYPE_NAMES.CLIENT10SERVER = control_data.CONTROL_TYPE_NAMES.SERVER11class test_list_unittest(cli_mock.cli_unittest):12    values = [{u'description': u'unknown',13               u'test_type': CLIENT,14               u'test_class': u'Canned Test Sets',15               u'path': u'client/tests/test0/control',16               u'synch_type': u'Asynchronous',17               u'id': 138,18               u'name': u'test0',19               u'experimental': False},20              {u'description': u'unknown',21               u'test_type': SERVER,22               u'test_class': u'Kernel',23               u'path': u'server/tests/test1/control',24               u'synch_type': u'Asynchronous',25               u'id': 139,26               u'name': u'test1',27               u'experimental': False},28              {u'description': u'unknown',29               u'test_type': CLIENT,30               u'test_class': u'Canned Test Sets',31               u'path': u'client/tests/test2/control.readprofile',32               u'synch_type': u'Asynchronous',33               u'id': 140,34               u'name': u'test2',35               u'experimental': False},36              {u'description': u'unknown',37               u'test_type': SERVER,38               u'test_class': u'Canned Test Sets',39               u'path': u'server/tests/test3/control',40               u'synch_type': u'Asynchronous',41               u'id': 142,42               u'name': u'test3',43               u'experimental': False},44              {u'description': u'Random stuff to check that things are ok',45               u'test_type': CLIENT,46               u'test_class': u'Hardware',47               u'path': u'client/tests/test4/control.export',48               u'synch_type': u'Asynchronous',49               u'id': 143,50               u'name': u'test4',51               u'experimental': True}]52    def test_test_list_tests_default(self):53        self.run_cmd(argv=['atest', 'test', 'list'],54                     rpcs=[('get_tests', {'experimental': False},55                            True, self.values)],56                     out_words_ok=['test0', 'test1', 'test2',57                                   'test3', 'test4'],58                     out_words_no=['Random', 'control.export'])59    def test_test_list_tests_all(self):60        self.run_cmd(argv=['atest', 'test', 'list', '--all'],61                     rpcs=[('get_tests', {},62                            True, self.values)],63                     out_words_ok=['test0', 'test1', 'test2',64                                   'test3', 'test4'],65                     out_words_no=['Random', 'control.export'])66    def test_test_list_tests_exp(self):67        self.run_cmd(argv=['atest', 'test', 'list', '--experimental'],68                     rpcs=[('get_tests', {'experimental': True},69                            True,70                            [{u'description': u'Random stuff',71                              u'test_type': CLIENT,72                              u'test_class': u'Hardware',73                              u'path': u'client/tests/test4/control.export',74                              u'synch_type': u'Asynchronous',75                              u'id': 143,76                              u'name': u'test4',77                              u'experimental': True}])],78                     out_words_ok=['test4'],79                     out_words_no=['Random', 'control.export'])80    def test_test_list_tests_select_one(self):81        filtered = [val for val in self.values if val['name'] in ['test3']]82        self.run_cmd(argv=['atest', 'test', 'list', 'test3'],83                     rpcs=[('get_tests', {'name__in': ['test3'],84                                          'experimental': False},85                            True, filtered)],86                     out_words_ok=['test3'],87                     out_words_no=['test0', 'test1', 'test2', 'test4',88                                   'unknown'])89    def test_test_list_tests_select_two(self):90        filtered = [val for val in self.values91                    if val['name'] in ['test3', 'test1']]92        self.run_cmd(argv=['atest', 'test', 'list', 'test3,test1'],93                     rpcs=[('get_tests', {'name__in': ['test1', 'test3'],94                                          'experimental': False},95                            True, filtered)],96                     out_words_ok=['test3', 'test1', SERVER],97                     out_words_no=['test0', 'test2', 'test4',98                                   'unknown', CLIENT])99    def test_test_list_tests_select_two_space(self):100        filtered = [val for val in self.values101                    if val['name'] in ['test3', 'test1']]102        self.run_cmd(argv=['atest', 'test', 'list', 'test3', 'test1'],103                     rpcs=[('get_tests', {'name__in': ['test1', 'test3'],104                                          'experimental': False},105                            True, filtered)],106                     out_words_ok=['test3', 'test1', SERVER],107                     out_words_no=['test0', 'test2', 'test4',108                                   'unknown', CLIENT])109    def test_test_list_tests_all_verbose(self):110        self.run_cmd(argv=['atest', 'test', 'list', '-v'],111                     rpcs=[('get_tests', {'experimental': False},112                            True, self.values)],113                     out_words_ok=['test0', 'test1', 'test2',114                                   'test3', 'test4', 'client/tests',115                                   'server/tests'],116                     out_words_no=['Random'])117    def test_test_list_tests_all_desc(self):118        self.run_cmd(argv=['atest', 'test', 'list', '-d'],119                     rpcs=[('get_tests', {'experimental': False},120                            True, self.values)],121                     out_words_ok=['test0', 'test1', 'test2',122                                   'test3', 'test4', 'unknown', 'Random'],123                     out_words_no=['client/tests', 'server/tests'])124    def test_test_list_tests_all_desc_verbose(self):125        self.run_cmd(argv=['atest', 'test', 'list', '-d', '-v'],126                     rpcs=[('get_tests', {'experimental': False},127                            True, self.values)],128                     out_words_ok=['test0', 'test1', 'test2',129                                   'test3', 'test4', 'client/tests',130                                   'server/tests', 'unknown', 'Random' ])131if __name__ == '__main__':...

test_command_remove_dup.py

Source:test_command_remove_dup.py

1import shutil2import time3import os4import pytest5from tests.utils import remove_file6from sqlalchemy import and_7from photomanager.lib.pmconst import PM_TODO_LIST, PMDBNAME8from photomanager.commands.index import CommandIndex 9from photomanager.commands.remove_dup import CommandRemoveDuplicate10from photomanager.db.dbutils import get_db_session11from photomanager.controller.controller_file_dup import RemoveDupFilesDoer12from photomanager.lib import errors13from photomanager.db.models import ImageMeta14cmd_inx_test_root = 'tests/data'15default_backup_dir = cmd_inx_test_root + "/../photomanager_backup"16class TestRemoveDup(object):17    db_session = None18    @staticmethod19    def _clear():20        shutil.rmtree(default_backup_dir, ignore_errors=True)21        remove_file(cmd_inx_test_root + '/' + PM_TODO_LIST)22        remove_file(cmd_inx_test_root + '/' + "test_new.jpg")23    @staticmethod24    def _copy_dup_files():25        shutil.copy(f"{cmd_inx_test_root}/test4.jpg", f"{cmd_inx_test_root}/test4_dup.jpg")26        shutil.copy(f"{cmd_inx_test_root}/test4.jpg", f"{cmd_inx_test_root}/subdir/test4_dup.jpg")27        time.sleep(0.5)28    @staticmethod29    def _do_index():30        command_index = CommandIndex(cmd_inx_test_root, {})31        cnt = command_index.do()32    @classmethod33    def setup_class(cls):34        cls._copy_dup_files()35        cls._do_index()36    @classmethod37    def teardown_class(cls):38        cls._clear()39        remove_file(cmd_inx_test_root + '/' + PMDBNAME)40    def setup_method(self):41        self._clear()42    def teardown_method(self):43        self._clear()44    def test_list_dup(self):45        cmd_dup = CommandRemoveDuplicate(cmd_inx_test_root, {})46        dup_list = cmd_dup._list_duplicate()47        expect_data = {48         '4a298b2c1e0b9d02550d8f3a32b5b2d3':  [('', 'test4.jpg'), ('', 'test4_dup.jpg'), ('subdir', 'test4_dup.jpg')]49        }50        assert(dup_list == expect_data)51    def test_remove_dups_error(self):52        dup_files = [('', 'test4.jpg'), ('', 'test4_dup.jpg'), ('subdir', 'test4_dup.jpg')]53        db_session = get_db_session(cmd_inx_test_root + '/' + PMDBNAME)54        remove_dup_ctr = RemoveDupFilesDoer(cmd_inx_test_root, db_session, dup_files)55        with pytest.raises(errors.RemoveImageIndexOutofRangeError) as exc_info:56            remove_dup_ctr.delete([-1])57        assert exc_info.value.error_code == 4000158        with pytest.raises(errors.RemoveImageCannotRemoveAllError) as exc_info:59            remove_dup_ctr.delete([0, 1, 2])60        assert exc_info.value.error_code == 4000261    def test_remove_dups(self):62        dup_files = [('', 'test4.jpg'), ('', 'test4_dup.jpg'), ('subdir', 'test4_dup.jpg')]63        db_session = get_db_session(cmd_inx_test_root + '/' + PMDBNAME)64        remove_dup_ctr = RemoveDupFilesDoer(cmd_inx_test_root, db_session, dup_files)65        cnt = remove_dup_ctr.delete([1,2])66        assert(cnt == 2)67        assert (os.path.exists(default_backup_dir + "/subdir/test4_dup.jpg"))68        assert (not os.path.exists(cmd_inx_test_root + "/subdir/test4_dup.jpg"))69        assert (not os.path.exists(cmd_inx_test_root + "/test4_dup.jpg"))70        assert (os.path.exists(cmd_inx_test_root + "/test4.jpg"))71        imgs = db_session.query(ImageMeta).filter(72            and_(ImageMeta.folder == "subdir", ImageMeta.filename == "tset4_dup.jpg")).all()...

suggestions.py

Source:suggestions.py

1import pandas as pd 2import warnings3warnings.simplefilter("ignore")  4# Get the data 5column_names = ['user_id', 'item_id', 'rating', 'timestamp'] 6  7path = 'https://media.geeksforgeeks.org/wp-content/uploads/file.tsv'8  9df = pd.read_csv(path, sep='\t', names=column_names) 10  11# Check the head of the data 12print(df.head())13print()14# Check out all the movies and their respective IDs 15movie_titles = pd.read_csv('https://media.geeksforgeeks.org/wp-content/uploads/Movie_Id_Titles.csv') 16movie_titles.head() 17df = pd.merge(df, movie_titles, on='item_id') 18print(df.head())19print() 20print(df.describe())21ratings = pd.DataFrame(df.groupby('title')['rating'].mean())22print(ratings.head())23print()24ratings = ratings.sort_values('rating', ascending = False)25print(ratings.head())26print()27test1 = df[df["user_id"] == 0]28test3 = test1[test1["rating"] == 5]29test4 = test3["title"][0][:100]30print(test4 + "\n")31#print(test5 + "\n")32print(test3)33#print(test5)34movie_matrix = df.pivot_table(index='user_id', columns='title', values='rating')35movie_matrix.head()36test4_user_rating = movie_matrix[test4]37similar_to_test4=movie_matrix.corrwith(test4_user_rating)38print(similar_to_test4.head())39print()40corr_test4 = pd.DataFrame(similar_to_test4, columns=['correlation'])41corr_test4.dropna(inplace=True)42print(corr_test4.head())43print()44print("Hello")45for i in corr_test4:46    for j in corr_test4:47        print(corr_test4[i][j])...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.