├── scripts ├── __init__.py ├── chp2 │ ├── video2 │ │ └── mapmaker_start.py │ ├── video3 │ │ └── mapmaker_exceptions_start.py │ ├── video4 │ │ └── mapmaker_challenge.py │ └── video5 │ │ └── mapmaker_solution.py ├── json_processor.py ├── data_processor.py ├── data_aggregator.py ├── fitness_log.py └── map_population_update.py ├── tests ├── utility │ ├── __init__.py │ ├── cities.py │ └── data_processing.py ├── chp2 │ ├── video2 │ │ └── test_mapmaker_start.py │ ├── video3 │ │ └── test_exceptions_start.py │ ├── video7 │ │ └── test_sad_path_start.py │ ├── video5 │ │ └── test_chp2_solution.py │ ├── video4 │ │ └── test_chp2_challenge.py │ └── video6 │ │ └── test_happy_path_start.py ├── resources │ └── cities │ │ ├── malformed_map.csv │ │ ├── clean_map.csv │ │ └── scooter_data.json ├── chp4 │ ├── video2 │ │ └── conftest_start.py │ └── video1 │ │ └── test_conftest_start.py ├── conftest.py ├── chp3 │ ├── video3 │ │ └── test_parametrize_start.py │ ├── video5 │ │ └── test_param_solution.py │ ├── video4 │ │ └── test_param_challenge.py │ ├── video2 │ │ └── test_factory_start.py │ └── video1 │ │ └── test_fixtures_start.py └── chp5 │ ├── video1 │ └── test_fitness_log.py │ ├── video2 │ └── test_filog_challenge.py │ └── video3 │ └── test_filog_solution.py ├── setup.cfg ├── .gitignore ├── test-requirements.txt ├── docker-compose.yaml ├── pytest.ini ├── Dockerfile ├── setup.py └── README.md /scripts/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/utility/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [metadata] 2 | description-file = README.md 3 | -------------------------------------------------------------------------------- /scripts/chp2/video2/mapmaker_start.py: -------------------------------------------------------------------------------- 1 | class Point(): 2 | pass 3 | -------------------------------------------------------------------------------- /tests/chp2/video2/test_mapmaker_start.py: -------------------------------------------------------------------------------- 1 | 2 | 3 | def test_make_one_point(): 4 | pass 5 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | .cache 3 | .pytest_cache 4 | *.pyc 5 | pytestdebug.log 6 | .coverage 7 | -------------------------------------------------------------------------------- /scripts/json_processor.py: -------------------------------------------------------------------------------- 1 | import json 2 | 3 | 4 | def json_reader(file_location): 5 | with open(file_location) as f: 6 | return json.load(f) 7 | -------------------------------------------------------------------------------- /test-requirements.txt: -------------------------------------------------------------------------------- 1 | coverage==4.5.2 2 | pytest==5.2.0 3 | pytest-cov==2.6.1 4 | pytest-flakes==2.0.0 5 | pytest-pep8 6 | pytest-pythonpath 7 | docker 8 | -------------------------------------------------------------------------------- /tests/utility/cities.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | 3 | 4 | @pytest.fixture(scope="module") 5 | def city_list_location(): 6 | return 'tests/resources/cities/' 7 | -------------------------------------------------------------------------------- /docker-compose.yaml: -------------------------------------------------------------------------------- 1 | version: '3.1' 2 | services: 3 | test: 4 | build: . 5 | volumes: 6 | - .:/pytest_project 7 | stdin_open: true 8 | tty: true 9 | -------------------------------------------------------------------------------- /pytest.ini: -------------------------------------------------------------------------------- 1 | [metadata] 2 | description-file = README.md 3 | 4 | [pytest] 5 | python_paths = scripts 6 | testpaths = tests 7 | addopts = --pep8 --flakes --verbose --durations=10 --color=yes 8 | pep8maxlinelength=100 9 | markers = 10 | pep8: pep8 style check 11 | flakes: pyflakes style check 12 | -------------------------------------------------------------------------------- /scripts/chp2/video3/mapmaker_exceptions_start.py: -------------------------------------------------------------------------------- 1 | 2 | class Point(): 3 | def __init__(self, name, latitude, longitude): 4 | self.name = name 5 | self.latitude = latitude 6 | self.longitude = longitude 7 | 8 | 9 | def get_lat_long(self): 10 | return (self.latitude, self.longitude) 11 | -------------------------------------------------------------------------------- /tests/resources/cities/malformed_map.csv: -------------------------------------------------------------------------------- 1 | Country,City,State_Or_Province,Lat,Long,Altitude 2 | Cape Verde,Espargos,Sal,16.7560,-22.9386,not_an_altitude 3 | India,Bangalore,Karnataka,cant_cast_me,77.5946,900 4 | Japan,Kyoto,Kyoto,35.0116,a_string,1000.0 5 | Morocco,Casablanca,Casablanca-Settat,not_a_latitude,7.5898,57.0 6 | Senegal,Kaolack,Kaolack,14.1652,not_a_longitude,6.0 7 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM python:3.7.6-buster 2 | 3 | RUN mkdir /pytest_project/ 4 | COPY ./test-requirements.txt /pytest_project/ 5 | COPY ./setup.py ./setup.py 6 | 7 | RUN pip install --upgrade pip 8 | RUN pip install -e . 9 | RUN pip3 install -r /pytest_project/test-requirements.txt 10 | 11 | WORKDIR /pytest_project/ 12 | 13 | CMD "pytest" 14 | ENV PYTHONDONTWRITEBYTECODE=true 15 | -------------------------------------------------------------------------------- /tests/chp2/video3/test_exceptions_start.py: -------------------------------------------------------------------------------- 1 | from scripts.chp2.video3.mapmaker_exceptions_start import Point 2 | 3 | 4 | def test_make_one_point(): 5 | p1 = Point("Dakar", 14.7167, 17.4677) 6 | assert p1.get_lat_long() == (14.7167, 17.4677) 7 | 8 | 9 | def test_invalid_point_generation(): # TO DO 10 | # with pytest.raises(Exception) as exp: 11 | # raise(Exception) 12 | pass 13 | -------------------------------------------------------------------------------- /scripts/chp2/video4/mapmaker_challenge.py: -------------------------------------------------------------------------------- 1 | 2 | 3 | class Point(): 4 | def __init__(self, name, latitude, longitude): 5 | self.name = name 6 | 7 | if not (-90 <= latitude <= 90) or not (-180 <= longitude <= 180): 8 | raise ValueError("Invalid latitude, longitude combination.") 9 | self.latitude = latitude 10 | self.longitude = longitude 11 | 12 | 13 | def get_lat_long(self): 14 | return (self.latitude, self.longitude) 15 | -------------------------------------------------------------------------------- /scripts/data_processor.py: -------------------------------------------------------------------------------- 1 | import csv 2 | 3 | 4 | def csv_reader(file_location): 5 | with open(file_location, mode='r') as csv_file: 6 | data = [line for line in csv.DictReader(csv_file)] 7 | for row in data: 8 | try: 9 | row['Lat'] = float(row['Lat']) 10 | row['Long'] = float(row['Long']) 11 | row['Altitude'] = float(row['Altitude']) 12 | except Exception as exp: 13 | raise ValueError(str(exp)) 14 | 15 | return data 16 | -------------------------------------------------------------------------------- /tests/chp2/video7/test_sad_path_start.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | 3 | # from scripts import data_processor 4 | 5 | 6 | @pytest.fixture(scope="function") 7 | def city_list_location_malformed(): 8 | return 'tests/resources/cities/malformed_map.csv' 9 | 10 | 11 | def test_csv_reader_malformed_data_contents(city_list_location_malformed): 12 | """ 13 | Sad Path Test 14 | 15 | We will need to wrap the following line 16 | in the exceptions context manager: 17 | """ 18 | # data_processor.csv_reader(city_list_location_malformed) 19 | pass 20 | -------------------------------------------------------------------------------- /scripts/chp2/video5/mapmaker_solution.py: -------------------------------------------------------------------------------- 1 | class Point(): 2 | def __init__(self, name, latitude, longitude): 3 | if not isinstance(name, str): 4 | raise ValueError("City name provided must be a string") 5 | self._name = name 6 | 7 | if not (-90 <= latitude <= 90) or not (-180 <= longitude <= 180): 8 | raise ValueError("Invalid latitude, longitude combination.") 9 | self._latitude = latitude 10 | self._longitude = longitude 11 | 12 | 13 | def get_lat_long(self): 14 | return (self._latitude, self._longitude) 15 | -------------------------------------------------------------------------------- /tests/chp2/video5/test_chp2_solution.py: -------------------------------------------------------------------------------- 1 | from scripts.chp2.video5.mapmaker_solution import Point 2 | import pytest 3 | 4 | 5 | def test_make_one_point(): 6 | p1 = Point("Dakar", 14.7167, 17.4677) 7 | assert p1.get_lat_long() == (14.7167, 17.4677) 8 | 9 | 10 | def test_invalid_point_generation(): 11 | with pytest.raises(ValueError) as exp: 12 | Point("Senegal", 99.6937, -189.44406) 13 | assert str(exp.value) == "Invalid latitude, longitude combination." 14 | 15 | with pytest.raises(ValueError) as exp: 16 | Point(5, 12.11386, -55.08269) 17 | assert str(exp.value) == 'City name provided must be a string' 18 | -------------------------------------------------------------------------------- /tests/chp2/video4/test_chp2_challenge.py: -------------------------------------------------------------------------------- 1 | from scripts.chp2.video4.mapmaker_challenge import Point 2 | import pytest 3 | 4 | 5 | def test_make_one_point(): 6 | p1 = Point("Dakar", 14.7167, 17.4677) 7 | assert p1.get_lat_long() == (14.7167, 17.4677) 8 | 9 | 10 | def test_invalid_point_generation(): 11 | with pytest.raises(ValueError) as exp: 12 | Point("Senegal", 99.6937, -189.44406) 13 | assert str(exp.value) == "Invalid latitude, longitude combination." 14 | 15 | """ 16 | Your solution here! You will need to edit the following source code 17 | file to get your test running: 18 | 19 | File path: 20 | scripts/chp2/video4/mapmaker_challenge import 21 | 22 | It has already been imported for you on the first line of this file 23 | """ 24 | -------------------------------------------------------------------------------- /tests/chp4/video2/conftest_start.py: -------------------------------------------------------------------------------- 1 | import os 2 | import pytest 3 | 4 | from scripts import data_processor 5 | 6 | 7 | """ 8 | This file is for walkthrough purposes only. 9 | Normally, conftest.py file should be located directly under the "tests/" folder. 10 | """ 11 | 12 | 13 | @pytest.fixture(scope="module") 14 | def city_list_location(): 15 | return 'tests/resources/cities/' 16 | 17 | 18 | @pytest.fixture(scope="module") 19 | def process_data(city_list_location): 20 | files = os.listdir(city_list_location) 21 | 22 | def _specify_type(file_name_or_type): 23 | for f in files: 24 | if file_name_or_type in f: 25 | if file_name_or_type != '.json': 26 | data = data_processor.csv_reader(city_list_location + f) 27 | else: 28 | data = data_processor.json_reader(city_list_location + f) 29 | return data 30 | 31 | yield _specify_type 32 | -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- 1 | import os 2 | import pytest 3 | 4 | from scripts import data_processor 5 | 6 | 7 | @pytest.fixture(scope="module") 8 | def city_list_location(): 9 | return 'tests/resources/cities/' 10 | 11 | 12 | @pytest.fixture(scope="module") 13 | def process_data(city_list_location): 14 | files = os.listdir(city_list_location) 15 | 16 | def _specify_type(file_name_or_type): 17 | for f in files: 18 | if file_name_or_type in f: 19 | if file_name_or_type != '.json': 20 | data = data_processor.csv_reader(city_list_location + f) 21 | else: 22 | data = data_processor.json_reader(city_list_location + f) 23 | return data 24 | 25 | yield _specify_type 26 | 27 | 28 | """ 29 | Note: 30 | Fixtures with @pytest.fixture(scope="session", autouse=True) must remain in this file 31 | """ 32 | # pytest_plugins = [ 33 | # "tests.utility.cities", 34 | # "tests.utility.data_processing", 35 | # ] 36 | -------------------------------------------------------------------------------- /tests/utility/data_processing.py: -------------------------------------------------------------------------------- 1 | import os 2 | import pytest 3 | 4 | from scripts import data_processor 5 | 6 | 7 | @pytest.fixture(scope="module") 8 | def process_data(city_list_location): 9 | """ 10 | This fixture serves as a factory fixture 11 | Instead of directly returning a reader for the file we'd 12 | like to access for a test, it will return a function that 13 | takes arguments. 14 | 15 | Those arguments will determine what the fixture ultimately 16 | provides to the test functions that reference it. 17 | """ 18 | files = os.listdir(city_list_location) 19 | 20 | def _specify_type(file_name_or_type): 21 | for f in files: 22 | if file_name_or_type in f: 23 | if file_name_or_type != '.json': 24 | data = data_processor.csv_reader(city_list_location + f) 25 | else: 26 | data = data_processor.json_reader(city_list_location + f) 27 | 28 | return data 29 | yield _specify_type 30 | -------------------------------------------------------------------------------- /tests/chp2/video6/test_happy_path_start.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | 3 | from scripts import data_processor 4 | 5 | 6 | def test_csv_reader_header_fields(process_data): 7 | """ 8 | Happy Path test to make sure the processed data 9 | contains the right header fields 10 | """ 11 | # helper function imported from conftest.py to import file data with our csv reader 12 | data = process_data 13 | header_fields = list(data[0].keys()) 14 | assert header_fields == [ 15 | 'Country', 16 | 'City', 17 | 'State_Or_Province', 18 | 'Lat', 19 | 'Long', 20 | 'Altitude' 21 | ] 22 | 23 | 24 | def test_csv_reader_data_contents(process_data): 25 | """ 26 | Happy Path Test to examine that each row 27 | has the appropriate data type per field 28 | """ 29 | # data = process_data 30 | 31 | # Check row types 32 | 33 | # Basic data checks 34 | 35 | 36 | @pytest.fixture(scope="module") 37 | def city_list_location(): 38 | return 'tests/resources/cities/clean_map.csv' 39 | 40 | 41 | @pytest.fixture(scope="module") 42 | def process_data(city_list_location): 43 | yield data_processor.csv_reader(city_list_location) 44 | -------------------------------------------------------------------------------- /tests/chp3/video3/test_parametrize_start.py: -------------------------------------------------------------------------------- 1 | import os 2 | import pytest 3 | 4 | from scripts import data_processor, data_aggregator 5 | 6 | 7 | @pytest.fixture(scope="module") 8 | def city_list_location(): 9 | return 'tests/resources/cities/' 10 | 11 | 12 | @pytest.fixture(scope="module") 13 | def process_data(city_list_location): 14 | files = os.listdir(city_list_location) 15 | 16 | def _specify_type(file_name_or_type): 17 | for f in files: 18 | if file_name_or_type in f: 19 | if file_name_or_type != '.json': 20 | data = data_processor.csv_reader(city_list_location + f) 21 | else: 22 | data = data_processor.json_reader(city_list_location + f) 23 | return data 24 | 25 | yield _specify_type 26 | 27 | 28 | def test_average_atitude_per_country(process_data): 29 | data = process_data(file_name_or_type="clean_map.csv") 30 | andorran_avg_res = data_aggregator.atitude_stat_per_country(data, 'Andorra', 'Mean') 31 | 32 | assert andorran_avg_res == {'Country': 'Andorra', 'Mean': 1641.42} 33 | 34 | 35 | def test_median_atitude_per_country(process_data): 36 | data = process_data(file_name_or_type="clean_map.csv") 37 | andorran_median_res = data_aggregator.atitude_stat_per_country(data, 'Andorra', 'Median') 38 | 39 | assert andorran_median_res == {'Country': 'Andorra', 'Median': 1538.02} 40 | -------------------------------------------------------------------------------- /tests/chp3/video5/test_param_solution.py: -------------------------------------------------------------------------------- 1 | from io import StringIO 2 | import os 3 | import pytest 4 | 5 | from scripts import data_processor, data_aggregator 6 | 7 | 8 | @pytest.fixture(scope="module") 9 | def city_list_location(): 10 | return 'tests/resources/cities/' 11 | 12 | 13 | @pytest.fixture(scope="module") 14 | def process_data(city_list_location): 15 | files = os.listdir(city_list_location) 16 | 17 | def _specify_type(file_name_or_type): 18 | for f in files: 19 | if file_name_or_type in f: 20 | if file_name_or_type != '.json': 21 | data = data_processor.csv_reader(city_list_location + f) 22 | else: 23 | data = data_processor.json_reader(city_list_location + f) 24 | return data 25 | 26 | yield _specify_type 27 | 28 | 29 | @pytest.mark.parametrize("country,stat,expected", [ 30 | ('Andorra', 'Mean', 1641.42), 31 | ('Andorra', 'Median', 1538.02), 32 | ('Argentina', 'Median', 125.0), 33 | ]) 34 | def test_csv_writer(process_data, country, stat, expected): 35 | data = process_data(file_name_or_type="clean_map.csv") 36 | result = data_aggregator.atitude_stat_per_country(data, country, stat) 37 | output_location = StringIO() 38 | data_aggregator.csv_writer(result, output_location) 39 | 40 | res = output_location.getvalue().strip('\r\n') 41 | assert res == f'Country,{stat}\r\n{country},{expected}' 42 | -------------------------------------------------------------------------------- /tests/chp5/video1/test_fitness_log.py: -------------------------------------------------------------------------------- 1 | from datetime import datetime 2 | import pytest 3 | from scripts.fitness_log import FitnessLog 4 | 5 | 6 | @pytest.fixture(scope='function') 7 | def create_tracker(): 8 | fitness_tracker = FitnessLog() 9 | 10 | start_time = datetime(year=2017, month=1, day=1, hour=5, minute=12) 11 | end_time = datetime(year=2017, month=1, day=1, hour=5, minute=55) 12 | # breakpoint() 13 | fitness_tracker.log_activity("run", start_time, end_time) 14 | 15 | yield fitness_tracker 16 | 17 | 18 | def test_add_valid_activities(create_tracker): 19 | fitness_tracker = create_tracker 20 | # breakpoint() 21 | activities = fitness_tracker.get_activities() 22 | 23 | assert len(activities) == 1 24 | assert activities[0][0] == 'run' 25 | 26 | 27 | @pytest.fixture(scope='session') 28 | def create_overlapping_times(): 29 | overlapping_start_time = datetime(year=2017, month=1, day=1, hour=5, minute=14) 30 | overlapping_end_time = datetime(year=2017, month=1, day=1, hour=5, minute=53) 31 | 32 | return overlapping_start_time, overlapping_end_time 33 | 34 | 35 | def test_add_invalid_activity(create_tracker, create_overlapping_times): 36 | fitness_tracker = create_tracker 37 | overlapping_start_time, overlapping_end_time = create_overlapping_times 38 | 39 | with pytest.raises(Exception) as exp: 40 | fitness_tracker.log_activity("run", overlapping_start_time, overlapping_end_time) 41 | 42 | assert str(exp.value) == ('A new activity must not conflict with a logged activity. ' + 43 | 'Please delete the old activity before proceeding') 44 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | from setuptools import setup, find_packages 4 | import os 5 | 6 | long_description = ''' 7 | This project is an example of a pytest 8 | project featuring assertions, 9 | exceptions, parametrization, 10 | fixtures and factory fixtures. 11 | ''' 12 | 13 | version = "1.0.0" 14 | 15 | requirements = [ 16 | ] 17 | 18 | if __name__ == '__main__': 19 | setup( 20 | name='python_unit_testing_in_docker', 21 | version=version, 22 | description='Pytest Configuration Example', 23 | long_description=long_description, 24 | author="jomeke", 25 | packages=find_packages( 26 | exclude=[ 27 | 'tests', 28 | ], 29 | include=[ 30 | 'scripts', 31 | 'utils' 32 | ], 33 | ), 34 | license='MIT', 35 | install_requires=requirements, 36 | classifiers=[ 37 | 'Development Status :: 1 - Planning', 38 | 'Framework :: Pytest', 39 | 'Intended Audience :: Developers', 40 | 'Intended Audience :: Education', 41 | 'License :: OSI Approved :: MIT License', 42 | 'Programming Language :: Python :: 2', 43 | 'Programming Language :: Python :: 2.7', 44 | 'Programming Language :: Python :: 3', 45 | 'Programming Language :: Python :: 3.6', 46 | 'Programming Language :: Python :: 3.7', 47 | 'Topic :: Software Development', 48 | 'Topic :: Software Development :: Libraries', 49 | 'Topic :: Software Development :: Libraries :: Python Modules' 50 | ], 51 | ) 52 | 53 | 54 | 55 | 56 | -------------------------------------------------------------------------------- /tests/chp3/video4/test_param_challenge.py: -------------------------------------------------------------------------------- 1 | from io import StringIO 2 | import os 3 | import pytest 4 | 5 | from scripts import data_processor, data_aggregator 6 | 7 | 8 | @pytest.fixture(scope="module") 9 | def city_list_location(): 10 | return 'tests/resources/cities/' 11 | 12 | 13 | @pytest.fixture(scope="module") 14 | def process_data(city_list_location): 15 | files = os.listdir(city_list_location) 16 | 17 | def _specify_type(file_name_or_type): 18 | for f in files: 19 | if file_name_or_type in f: 20 | if file_name_or_type != '.json': 21 | data = data_processor.csv_reader(city_list_location + f) 22 | else: 23 | data = data_processor.json_reader(city_list_location + f) 24 | return data 25 | 26 | yield _specify_type 27 | 28 | 29 | def test_csv_writer(process_data): 30 | """ 31 | TO DO: Update the function to be parametrized with 3 scenarios: 32 | ('Andorra', 'Mean', 1641.42), 33 | ('Andorra', 'Median', 1538.02), 34 | ('Argentina', 'Median', 125.0), 35 | 36 | Hint: 37 | - In the final assertion, you will need to use an f-string to inject the 38 | arguments into the final string. 39 | 40 | - For example: f'{stat} would inject the string statistic that we use for 41 | the csv writer. 42 | """ 43 | data = process_data(file_name_or_type="clean_map.csv") 44 | andorran_median_res = data_aggregator.atitude_stat_per_country(data, 'Andorra', 'Median') 45 | output_location = StringIO() 46 | data_aggregator.csv_writer(andorran_median_res, output_location) 47 | 48 | res = output_location.getvalue().strip('\r\n') 49 | assert res == 'Country,Median\r\nAndorra,1538.02' 50 | -------------------------------------------------------------------------------- /scripts/data_aggregator.py: -------------------------------------------------------------------------------- 1 | import csv 2 | import json 3 | from statistics import mean, median 4 | 5 | 6 | def count_electric_scooter_usage(data): 7 | # total count = len([x for x in data if x['electric_scooter'] == True]) 8 | electric_scooter_data = [x for x in data if x['electric_scooter'] == True] 9 | 10 | usage_dictionary = { 11 | 'Daily': 0, 12 | 'Monthly': 0, 13 | 'Never': 0, 14 | 'Often': 0, 15 | 'Once': 0, 16 | 'Seldom': 0, 17 | 'UNKNOWN': 0, 18 | 'Weekly': 0, 19 | 'Yearly': 0, 20 | } 21 | for scooter in electric_scooter_data: 22 | if scooter['usage'] in usage_dictionary: 23 | usage_dictionary[scooter['usage']] += 1 24 | else: 25 | usage_dictionary['UNKNOWN'] += 1 26 | 27 | total_electric_scooters = sum(usage_dictionary.values()) 28 | return total_electric_scooters, usage_dictionary 29 | 30 | 31 | def get_altitudes_per_country(data, country): 32 | return [x['Altitude'] for x in data if x['Country'] == country] 33 | 34 | 35 | def atitude_stat_per_country(data, country, stat): 36 | country_altitude_list = [] 37 | for row in data: 38 | if row['Country'] == country: 39 | country_altitude_list.append(row['Altitude']) 40 | if stat.lower() == 'mean': 41 | result = mean(country_altitude_list) 42 | elif stat.lower() == 'median': 43 | result = median(country_altitude_list) 44 | return {'Country': country, 45 | stat: round(result, 2) 46 | } 47 | 48 | 49 | def csv_writer(row_data, output_location): 50 | fieldnames = row_data.keys() 51 | writer = csv.DictWriter(output_location, fieldnames=fieldnames) 52 | writer.writeheader() 53 | writer.writerow(row_data) 54 | # return csv.readlines() 55 | -------------------------------------------------------------------------------- /tests/chp5/video2/test_filog_challenge.py: -------------------------------------------------------------------------------- 1 | from datetime import datetime 2 | import pytest 3 | from scripts.fitness_log import FitnessLog 4 | 5 | 6 | @pytest.fixture(scope='function') 7 | def create_tracker(): 8 | fitness_tracker = FitnessLog() 9 | 10 | start_time = datetime(year=2017, month=1, day=1, hour=5, minute=12) 11 | end_time = datetime(year=2017, month=1, day=1, hour=5, minute=55) 12 | # breakpoint() 13 | fitness_tracker.log_activity("run", start_time, end_time) 14 | 15 | yield fitness_tracker 16 | 17 | 18 | def test_add_valid_activities(create_tracker): 19 | fitness_tracker = create_tracker 20 | # breakpoint() 21 | activities = fitness_tracker.get_activities() 22 | 23 | assert len(activities) == 1 24 | assert activities[0][0] == 'run' 25 | 26 | 27 | @pytest.fixture(scope='session') 28 | def create_overlapping_times(): 29 | overlapping_start_time = datetime(year=2017, month=1, day=1, hour=5, minute=14) 30 | overlapping_end_time = datetime(year=2017, month=1, day=1, hour=5, minute=53) 31 | 32 | return overlapping_start_time, overlapping_end_time 33 | 34 | 35 | def test_add_invalid_activity(create_tracker, create_overlapping_times): 36 | fitness_tracker = create_tracker 37 | overlapping_start_time, overlapping_end_time = create_overlapping_times 38 | 39 | with pytest.raises(Exception) as exp: 40 | fitness_tracker.log_activity("run", overlapping_start_time, overlapping_end_time) 41 | 42 | assert str(exp.value) == ('A new activity must not conflict with a logged activity. ' + 43 | 'Please delete the old activity before proceeding') 44 | """ 45 | TO DO: Add a new test. 46 | You can run the following to expose which test functions 47 | and paths are covered: 48 | 49 | pytest --cov scripts 50 | """ 51 | 52 | 53 | def test_function(): # change function name here 54 | pass 55 | -------------------------------------------------------------------------------- /scripts/fitness_log.py: -------------------------------------------------------------------------------- 1 | from datetime import datetime 2 | 3 | class FitnessLog: 4 | def __init__(self, activities=None): 5 | self._activities = activities if activities is not None else [] 6 | 7 | 8 | def log_activity(self, kind, start_time, end_time): 9 | if self.validate_entry(start_time, end_time) and not self.overlapping_entry(start_time, end_time): 10 | self._activities.append([kind, start_time, end_time]) 11 | else: 12 | raise Exception('A new activity must not conflict with a logged activity. ' + 13 | 'Please delete the old activity before proceeding') 14 | 15 | 16 | def validate_entry(self, start_time, end_time): 17 | if start_time.year == end_time.year and \ 18 | start_time.month == end_time.month and \ 19 | start_time.day == end_time.day and \ 20 | start_time < end_time: 21 | return True 22 | else: 23 | return False 24 | 25 | 26 | def overlapping_entry(self, start_time, end_time): 27 | if self._activities == []: 28 | return False 29 | else: 30 | not_overlapping = True 31 | for exercise in self._activities: 32 | logged_start = exercise[1] 33 | logged_end = exercise[2] 34 | not_overlapping = (start_time < logged_end) and (end_time > logged_start) 35 | if not_overlapping == False: 36 | return not_overlapping 37 | return not_overlapping 38 | 39 | 40 | def delete_activity(self, kind, start_time, end_time): 41 | for idx, activity in enumerate(self._activities): 42 | if activity[0] == kind and activity[1] == start_time and activity[2] == end_time: 43 | del self._activities[idx] 44 | 45 | 46 | def get_activities(self): 47 | return self._activities 48 | -------------------------------------------------------------------------------- /scripts/map_population_update.py: -------------------------------------------------------------------------------- 1 | class MapData(): 2 | def __init__(self, data, updated): 3 | self._data = data 4 | if updated: # if this value is True 5 | if self.updated_population_count(): 6 | self._updated = updated 7 | else: 8 | self._updated = False 9 | 10 | 11 | def get_data(self): 12 | """ 13 | Returns: 14 | list: Data object that is a list of dictionaries 15 | """ 16 | return self._data 17 | 18 | 19 | def updated_population_count(self): 20 | """ 21 | This validates whether the data has been updated with the 'Population' 22 | and 'Updated' column per row. 23 | 24 | Returns: 25 | boolean: Check whether the list has been updated (true) or not (false) 26 | """ 27 | for row in self._data: 28 | if 'Population' not in row.keys() or 'Updated' not in row.keys(): 29 | return False 30 | return True 31 | 32 | 33 | def add_population(self, pop_map): 34 | """ 35 | If the data has not been updated, this function cross-references 36 | a dictionary containing countries and their respective populations. 37 | Using this information, it updates each row entry to include 38 | the population for the country it represents. 39 | 40 | Parameters: 41 | pop_map (dict): Dictionary of countries and their populations 42 | self._data(list): List of row objects (represented as OrderedDicts) 43 | 44 | Returns: 45 | None 46 | """ 47 | if not self.updated_population_count(): 48 | for row in self._data: 49 | if row['Country'] in pop_map.keys(): 50 | row['Population'] = pop_map[row['Country']] 51 | else: 52 | row['Population'] = None 53 | row['Updated'] = True 54 | else: 55 | raise Exception('You cannot transform the data twice') 56 | -------------------------------------------------------------------------------- /tests/chp3/video2/test_factory_start.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | from scripts import data_processor 3 | 4 | 5 | @pytest.fixture(scope="module") 6 | def city_list_location(): 7 | return 'tests/resources/cities/clean_map.csv' 8 | 9 | 10 | @pytest.fixture(scope="module") 11 | def process_data(city_list_location): 12 | yield data_processor.csv_reader(city_list_location) 13 | 14 | 15 | @pytest.fixture(scope="function") 16 | def city_list_location_malformed(): 17 | return 'tests/resources/cities/malformed_map.csv' 18 | 19 | 20 | def test_csv_reader_header_fields(process_data): 21 | """ 22 | Happy Path test to make sure the processed data 23 | contains the right header fields 24 | """ 25 | data = process_data 26 | header_fields = list(data[0].keys()) 27 | assert header_fields == [ 28 | 'Country', 29 | 'City', 30 | 'State_Or_Province', 31 | 'Lat', 32 | 'Long', 33 | 'Altitude' 34 | ] 35 | 36 | 37 | def test_csv_reader_data_contents(process_data): 38 | """ 39 | Happy Path Test to examine that each row 40 | had the appropriate data type per field 41 | """ 42 | data = process_data 43 | 44 | # Check row types 45 | for row in data: 46 | assert(isinstance(row['Country'], str)) 47 | assert(isinstance(row['City'], str)) 48 | assert(isinstance(row['State_Or_Province'], str)) 49 | assert(isinstance(row['Lat'], float)) 50 | assert(isinstance(row['Long'], float)) 51 | assert(isinstance(row['Altitude'], float)) 52 | 53 | # Basic data checks 54 | assert len(data) == 180 # We have collected 180 rows 55 | assert data[0]['Country'] == 'Andorra' 56 | assert data[106]['Country'] == 'Japan' 57 | 58 | 59 | def test_csv_reader_malformed_data_contents(city_list_location_malformed): 60 | """ 61 | Sad Path Test 62 | """ 63 | with pytest.raises(ValueError) as exp: 64 | data_processor.csv_reader(city_list_location_malformed) 65 | assert str(exp.value) == "could not convert string to float: 'not_an_altitude'" 66 | -------------------------------------------------------------------------------- /tests/chp3/video1/test_fixtures_start.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | from scripts import data_processor, map_population_update 3 | 4 | 5 | def test_data_population_update(): 6 | """ 7 | Happy Path test 8 | """ 9 | map_data_location = 'tests/resources/cities/clean_map.csv' 10 | data = data_processor.csv_reader(map_data_location) 11 | data_to_transform = map_population_update.MapData(data, False) 12 | 13 | population_dict = { 14 | 'Andorra': 77142, 15 | 'Argentina': 44780677, 16 | 'Cape Verde': 546388, 17 | 'Germany': 83670653, 18 | 'Greece': 10473455, 19 | 'India': 1366417754, 20 | 'Japan': 128860301, 21 | 'Morocco': 36471769, 22 | 'Senegal': 16296364, 23 | 'United States': 329064917 24 | } 25 | 26 | data_to_transform.add_population(population_dict) # transform object in place 27 | 28 | for row in data_to_transform.get_data(): 29 | assert 'Population' in row 30 | assert 'Updated' in row 31 | 32 | 33 | def test_data_population_no_update(): 34 | """ 35 | Sad Path test: We don't want the data transformed twice 36 | 37 | """ 38 | 39 | map_data_location = 'tests/resources/cities/clean_map.csv' 40 | data = data_processor.csv_reader(map_data_location) 41 | data_to_transform = map_population_update.MapData(data, False) 42 | 43 | population_dict = { 44 | 'Andorra': 77142, 45 | 'Argentina': 44780677, 46 | 'Cape Verde': 546388, 47 | 'Germany': 83670653, 48 | 'Greece': 10473455, 49 | 'India': 1366417754, 50 | 'Japan': 128860301, 51 | 'Morocco': 36471769, 52 | 'Senegal': 16296364, 53 | 'United States': 329064917 54 | } 55 | 56 | data_to_transform.add_population(population_dict) # transform object in place 57 | # Try calling the function again 58 | with pytest.raises(Exception) as e: 59 | data_to_transform.add_population(population_dict) 60 | assert str(e.value) == 'You cannot transform the data twice' 61 | -------------------------------------------------------------------------------- /tests/chp5/video3/test_filog_solution.py: -------------------------------------------------------------------------------- 1 | from datetime import datetime 2 | import pytest 3 | from scripts.fitness_log import FitnessLog 4 | 5 | 6 | @pytest.fixture(scope='function') 7 | def create_tracker(): 8 | fitness_tracker = FitnessLog() 9 | 10 | start_time = datetime(year=2017, month=1, day=1, hour=5, minute=12) 11 | end_time = datetime(year=2017, month=1, day=1, hour=5, minute=55) 12 | # breakpoint() 13 | fitness_tracker.log_activity("run", start_time, end_time) 14 | 15 | yield fitness_tracker 16 | 17 | 18 | def test_add_valid_activities(create_tracker): 19 | fitness_tracker = create_tracker 20 | # breakpoint() 21 | activities = fitness_tracker.get_activities() 22 | 23 | assert len(activities) == 1 24 | assert activities[0][0] == 'run' 25 | 26 | 27 | @pytest.fixture(scope='session') 28 | def create_overlapping_times(): 29 | overlapping_start_time = datetime(year=2017, month=1, day=1, hour=5, minute=14) 30 | overlapping_end_time = datetime(year=2017, month=1, day=1, hour=5, minute=53) 31 | 32 | return overlapping_start_time, overlapping_end_time 33 | 34 | 35 | def test_add_invalid_activity(create_tracker, create_overlapping_times): 36 | fitness_tracker = create_tracker 37 | overlapping_start_time, overlapping_end_time = create_overlapping_times 38 | 39 | with pytest.raises(Exception) as exp: 40 | fitness_tracker.log_activity("run", overlapping_start_time, overlapping_end_time) 41 | 42 | assert str(exp.value) == ('A new activity must not conflict with a logged activity. ' + 43 | 'Please delete the old activity before proceeding') 44 | 45 | 46 | # Newly added test 47 | def test_delete_activity(create_tracker): 48 | fitness_tracker = create_tracker 49 | 50 | activities = fitness_tracker.get_activities() 51 | assert len(activities) == 1 52 | 53 | activity = activities[0][0] 54 | start_time = activities[0][1] 55 | end_time = activities[0][2] 56 | fitness_tracker.delete_activity(activity, start_time, end_time) 57 | 58 | activities = fitness_tracker.get_activities() 59 | assert len(activities) == 0 60 | -------------------------------------------------------------------------------- /tests/chp4/video1/test_conftest_start.py: -------------------------------------------------------------------------------- 1 | import os 2 | import pytest 3 | 4 | from scripts import data_processor 5 | 6 | 7 | @pytest.fixture(scope="module") 8 | def city_list_location(): 9 | return 'tests/resources/cities/' 10 | 11 | 12 | @pytest.fixture(scope="module") 13 | def process_data(city_list_location): 14 | files = os.listdir(city_list_location) 15 | 16 | def _specify_type(file_name_or_type): 17 | for f in files: 18 | if file_name_or_type in f: 19 | if file_name_or_type != '.json': 20 | data = data_processor.csv_reader(city_list_location + f) 21 | else: 22 | data = data_processor.json_reader(city_list_location + f) 23 | return data 24 | 25 | yield _specify_type 26 | 27 | 28 | def test_csv_reader_header_fields(process_data): 29 | """ 30 | Happy Path test to make sure the processed data 31 | contains the right header fields 32 | """ 33 | data = process_data(file_name_or_type="clean_map.csv") 34 | header_fields = list(data[0].keys()) 35 | assert header_fields == [ 36 | 'Country', 37 | 'City', 38 | 'State_Or_Province', 39 | 'Lat', 40 | 'Long', 41 | 'Altitude' 42 | ] 43 | 44 | 45 | def test_csv_reader_data_contents(process_data): 46 | """ 47 | Happy Path Test to examine that each row 48 | had the appropriate data type per field 49 | """ 50 | data = process_data(file_name_or_type="clean_map.csv") 51 | 52 | # Check row types 53 | for row in data: 54 | assert(isinstance(row['Country'], str)) 55 | assert(isinstance(row['City'], str)) 56 | assert(isinstance(row['State_Or_Province'], str)) 57 | assert(isinstance(row['Lat'], float)) 58 | assert(isinstance(row['Long'], float)) 59 | assert(isinstance(row['Altitude'], float)) 60 | 61 | # Basic data checks 62 | assert len(data) == 180 # We have collected 180 rows 63 | assert data[0]['Country'] == 'Andorra' 64 | assert data[106]['Country'] == 'Japan' 65 | 66 | 67 | def test_csv_reader_malformed_data_contents(process_data): 68 | """ 69 | Sad Path Test 70 | """ 71 | with pytest.raises(ValueError) as exp: 72 | process_data(file_name_or_type="malformed_map.csv") 73 | assert str(exp.value) == "could not convert string to float: 'not_an_altitude'" 74 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # pytest_project 2 | 3 | - [Prerequisites](#prerequisites) 4 | - [Usage](#usage) 5 | - [Debugging](#debugging) 6 | - [Additional Practice](#additional-practice) 7 | - [Feedback](#feedback) - Please create issues to provide feedback! 8 | 9 | 10 | ## Prerequisites 11 | **Install Docker** 12 | - These tests have been packaged to run with all dependencies 13 | installed within a Docker container. Due to the use of f-strings, 14 | this must be run with python 3.6+. The Docker image is based on python 3.7 15 | 16 | 17 | ## Usage 18 | **To run open a shell** 19 | 20 | ```bash 21 | 22 | $ docker-compose build 23 | $ docker-compose run test sh 24 | ``` 25 | 26 | 27 | **This will open the docker shell and you can run one of the following commands:** 28 | 29 | 30 | *Run the entire test suite* 31 | 32 | ``` bash 33 | $ pytest 34 | ``` 35 | 36 | *Run the tests for a certain file matching a keyword* 37 | 38 | ``` bash 39 | $ pytest -k 40 | ``` 41 | 42 | *Run tests while printing all variables and verbose output* 43 | 44 | ``` bash 45 | $ pytest -vvl 46 | ``` 47 | 48 | **To exit the shell** 49 | ```bash 50 | $ exit 51 | ``` 52 | 53 | 54 | ## Debugging 55 | 56 | 1. If you page up `(ctrl + fn)` within the debug output when running `pytest -vvl` or 57 | when encountering test errors, your cursor may stick and be unable to continue 58 | writing in the docker shell. You can get past this by typing `q` to return to 59 | entry mode in the docker container. 60 | 61 | 62 | 1. If you'd like to debug a piece of code, you can add either of the following built-in functions 63 | to a section of the code to enter into the pdb debugger while running pytest. 64 | * `breakpoint()` (python 3) 65 | * `import pdb; pdb.set_trace()` (python 2) 66 | 67 | ## Additional Practice 68 | 69 | - Try to create a Map class that assembles the points you've created into a 70 | data structure. Create one test to make sure the map has the appropriate points 71 | and create another test to raise an exception if you assert the Map has a point 72 | that it has not stored. 73 | 74 | - Write a simple xml or json data processor to our data_processor.py file. After doing so, update the factory fixture to also allow a user to pass in the data for testing. There's a json_processor.py file in the scripts file if you get stuck and want to compare what you've done to a sample json reader. 75 | 76 | - Create a User class. Each User should have a height and favorite color. Based 77 | on their height, create a function that awards them different types of candy. 78 | Try working from the test first as you add this functionality and think of ways 79 | to parametrize your test. 80 | 81 | - Find open source Python projects that use pytest and read their tests. Then 82 | go to the source code to validate your assumptions. Try doing this repeatedly 83 | over a few projects that use the pytest framework. Here are a few to get you 84 | started: 85 | - Pytest retains a [list of projects](https://docs.pytest.org/en/latest/projects.html). 86 | - [sentry, cross-platform application monitoring, with a focus on error reporting]( 87 | https://github.com/getsentry/sentry/blob/master/tests/sentry/eventstream/kafka/test_consumer.py) 88 | - [pdb++, a drop-in replacement for pdb](https://github.com/pdbpp/pdbpp/blob/master/testing/test_pdb.py) 89 | - [Astropy,a single core package for Astronomy in Python](https://github.com/astropy/astropy/tree/master/astropy/tests/tests) 90 | 91 | 92 | - Add validation to the delete function in the fitness log class. First, 93 | refactor your test to account for this. 94 | 95 | - Additionally, you may consider contributing to open source projects that use 96 | pytest. If you are new to open source, there are several resources to get 97 | started. 98 | 99 | - The awesome for beginners github repository and the first timers only website 100 | contain ideas for beginner-friendly open source contributions. 101 | - Awesome First PR Opportunities: https://github.com/MunGell/awesome-for-beginners 102 | - Find open source projects with issues for beginners: https://www.firsttimersonly.com/ 103 | 104 | - Also, the mediawiki parser library lists issues perfect for someone looking 105 | to get started with open source contributions to their project. 106 | 107 | 108 | ## Feedback 109 | - After watching the course, if you have any feedback, I'd love to hear from 110 | you! Please make an issue on this repository, and I will get back to you. 111 | -------------------------------------------------------------------------------- /tests/resources/cities/clean_map.csv: -------------------------------------------------------------------------------- 1 | Country,City,State_Or_Province,Lat,Long,Altitude 2 | Andorra,Andorra la Vella,Andorra la Vella,42.5063,1.5218,1023.0 3 | Andorra,Canillo,Canillo,42.5978,1.6566,1530.0 4 | Andorra,El Tarter,Canillo,42.5801,1.6512,2640.0 5 | Andorra,Els Plans,Canillo,42.5811,1.6332,1725.0 6 | Andorra,Escaldes-Engordany,Escaldes-Engordany,42.5101,1.5388,1053.0 7 | Andorra,Ordino,Ordino,42.5557,1.5331,1980.90 8 | Andorra,Sornàs,Ordino,42.5649,1.5274,1538.021 9 | Angola,Luanda,Luanda,-8.838333,13.234444,6.0 10 | Argentina,Buenos Aires,Buenos Aires,-34.6037,-58.3816,82.0 11 | Argentina,Córdoba,Córdoba,-31.4201,-64.1888,450.0 12 | Argentina,Mar del Plata,Buenos Aires,-38.0055,-57.5426,125.0 13 | Argentina,Salta,Salta,-24.7821,-65.4232,1152.0 14 | Argentina,Ushuaia,Tierra del Fuego,-54.8019,-68.3030,57.0 15 | Belize,Belize City,Belize,17.49952,-88.19756,0.0 16 | Canada,Burnaby,British Columbia,49.26636,-122.95263,370.0 17 | Canada,Calgary,Alberta,51.05011,-114.08529,1048.0 18 | Canada,Corner Brook,Newfoundland and Labrador,48.9490,-57.9503,304.0 19 | Canada,Edmonton,Alberta,53.55014,-113.46871,645.0 20 | Canada,Fredericton,New Brunswick,45.9636,-66.6431,17.0 21 | Canada,Iqaluit,Nunavut,63.7467,-68.5170,386.18 22 | Canada,Mississauga,Ontario,43.5789,-79.6583,156.0 23 | Canada,Moncton,New Brunswick,46.0878,-64.7782,71.0 24 | Canada,Montreal,Québec,45.50884,-73.58781,124.0 25 | Canada,Mount Pearl,Newfoundland and Labrador,47.5206,-52.8077,100.58 26 | Canada,Ottawa,Ontario,45.41117,-75.69812,166.0 27 | Canada,Québec,Québec,46.8139,-71.2080,98.0 28 | Canada,Saint John,New Brunswick,45.2733,-66.0633,80.8 29 | Canada,Saskatoon,Saskatchewan,52.11679,-106.63452,481.5 30 | Canada,St. John's,Newfoundland and Labrador,47.5615,-52.7126,35.0 31 | Canada,Surrey,British Columbia,49.10635,-122.82509,134.0 32 | Canada,Toronto,Ontario,43.70011,-79.4163,76.5 33 | Canada,Vancouver,British Columbia,49.24966,-123.11934,152.0 34 | Canada,Winnipeg,Manitoba,49.8844,-97.14704,240.0 35 | Canada,Yellowknife,Northwest Territories,62.456,-114.35255,246.0 36 | Cape Verde,Assomada,Santa Catarina,15.0988,-23.6711,550.0 37 | Cape Verde,Espargos,Sal,16.7560,-22.9386,109.0 38 | Cape Verde,Mindelo,São Vicente,16.8765,-24.9813,44.0 39 | Cape Verde,Pedra Badejo,Santa Cruz,15.1357,-23.5342,35.0 40 | Cape Verde,Porto Novo,Porto Novo,17.0215,-25.0674,1979.0 41 | Cape Verde,Praia,Praia,14.9315,-23.5125,2829.0 42 | Cape Verde,São Filipe,São Filipe,14.8961,-24.49556,20.0 43 | Cape Verde,Tarrafal,Tarrafal,15.2761,-23.7484,434.04 44 | Cote d'Ivore,Abidjan,Abidjan,5.30966,-4.01266,1752.0 45 | Democratic Republic of the Congo,Kinshasa,Kinshasa,-4.322447,15.307045,240.0 46 | Denmark,Aalborg,Aalborg,57.0488,9.9217,5.0 47 | Denmark,Aarhus,Aarhus,56.1629,10.2039,128.0 48 | Denmark,Copenhagen,Frederiksberg,55.676098,12.568337,9.0 49 | Denmark,Esbjerg,Esbjerg,55.4765,8.4594,25.0 50 | Denmark,Herning,Herning,56.1386,8.9673,58.0 51 | Denmark,Odense,Funen,55.3959389,10.3883104,15.0 52 | Denmark,Randers,Randers,56.4606,10.0365,56.0 53 | Dominica,Roseau,Saint George,15.3017397,-61.3880806,43.0 54 | Egypt,Alexandria,Alexandria,31.21564,29.95527,12.0 55 | Egypt,Cairo,Cairo,30.06263,31.24967,23.0 56 | Egypt,El Mahalla El Kubra,Gharbia,30.9697,31.1681,26.0 57 | Egypt,Giza,Giza,30.0131,31.2089,19.0 58 | Egypt,Luxor,Luxor,25.6872,32.6396,76.0 59 | Egypt,Mansoura,Dakahlia,31.0409,31.3785,12.0 60 | Egypt,Port Said,Port Said,31.2653,32.3019,3.0 61 | Egypt,Shubra El Kheima,Qalyubia,30.1234,31.2609,16.0 62 | Egypt,Suez,Suez,29.9668,32.5498,5.0 63 | Egypt,Tanta,Gharbia,30.7865,31.0004,12.0 64 | Ethiopia,Addis Ababa,Oromia,9.005401,38.763611,2355.0 65 | Germany,Bayreuth,Bavaria,49.9456,11.5713,340.0 66 | Germany,Berlin,Brandenburg,52.5200,13.4050,70.0 67 | Germany,Bremen,Bremen,53.0793,8.8017,12.0 68 | Germany,Hamburg,Lower Saxony,53.57532,10.01534,116.2 69 | Germany,Hannover,Lower Saxony,52.3759,9.7320,180.0 70 | Germany,Mainz,Rhineland-Palatinate,49.9929,8.2473,85.0 71 | Germany,Munich,Bavaria,48.20,11.48,447 72 | Germany,Nuernberg,Bavaria,49.4521,11.0767,302.0 73 | Germany,Potsdam,Brandenburg,52.3906,13.0645,32.0 74 | Germany,Rostock,Mecklenburg-Vorpommern,54.0924,12.0991,13.0 75 | Greece,Athens,Attica,37.9838,23.7275,338.0 76 | Greece,Cape Sounio,Sounio,37.6504,24.0271,60.0 77 | Greece,Delphi,Delphi,38.4801,22.4941,632.0 78 | Greece,Hydra,Attica,37.3288,23.4717,600.0 79 | Greece,Kalamata,Peloponnese,37.0366,22.1144,8.0 80 | Greece,Knossos,Heraklion,35.2985,25.1596,85.0 81 | Greece,Patras,Achaea,38.2466,21.7346,3.0 82 | Greece,Rhodes,South Aegean,36.4350,28.2175,1216.0 83 | Greece,Spetses,Attica,37.2626,23.1322,300.0 84 | Greece,Thessaloniki,Central Macedonia,40.6401,22.9444,250.0 85 | India,Ahmedabad,Gujarat,23.0225,72.5714,174.0 86 | India,Bangalore,Karnataka,12.9716,77.5946,900 87 | India,Chennai,Tamil Nadu,13.0827,80.2707,6.7 88 | India,Delhi,Delhi,28.7041,77.1025,216 89 | India,Hyderabad,Telangana,17.3850,78.4867,542 90 | India,Jaipur,Rajasthan,26.9124,75.7873,431 91 | India,Kolkata,West Bengal,22.5726,88.3639,9.14 92 | India,Mumbai,Maharashtra,19.0760,72.8777,14 93 | India,Pune,Maharashtra,18.5204,73.8567,560 94 | India,Surat,Gujarat,21.1702,72.8311,13 95 | Jakarta,Jakarta,Indonesia,-6.2088,106.8456,8.0 96 | Jamaica,Kingston,Kingston,18.0179,76.8099,9.0 97 | Jamaica,Linstead,Saint Catherine,18.1403,77.0449,121.0 98 | Jamaica,Mandeville,Manchester,18.0313,77.5046,628.0 99 | Jamaica,May Pen,Clarendon,17.9646,77.2434,2256.0 100 | Jamaica,Montego Bay,Saint James,18.4762,77.8939,12.0 101 | Jamaica,Ocho Rios,Saint Ann,18.4074,77.1031,2256.0 102 | Jamaica,Old Harbour,Saint Catherine,17.9411,77.1082,1.0 103 | Jamaica,Port Antonio,Portland,18.1713,76.4476,14.0 104 | Jamaica,Portmore,Saint Catherine,17.9611,76.8894,16.0 105 | Jamaica,Savanna-la-Mar,Westmoreland,18.2292,78.1393,5.0 106 | Jamaica,Spanish Town,Saint Catherine,18.0167,76.9748,31.0 107 | Japan,Fukuoka,Fukuoka,33.5902,130.4017,597.0 108 | Japan,Kawasaki,Kanagawa,35.5308,139.7029,1.0 109 | Japan,Kobe,Hyōgo,34.6901,135.1956,35.0 110 | Japan,Kyoto,Kyoto,35.0116,135.7681,1000.0 111 | Japan,Nagoya,Aichi,35.1815,136.9066,56.0 112 | Japan,Osaka,Osaka,34.6937,135.5023,83.0 113 | Japan,Saitama,Saitama,35.8616,139.6455,13.11 114 | Japan,Sapporo,Hokkaidō,43.0618,141.3545,29.0 115 | Japan,Shizuoka,Shizuoka Prefecture,34.9756,138.3827,3193.0 116 | Japan,Tokyo,Tokyo,35.6762,139.6503,40.0 117 | Japan,Yokohama,Kanagawa,35.4437,139.6380,43.0 118 | Lesotho,Butha-Buthe,Butha-Buthe,-28.7654,28.2468,1800.0 119 | Lesotho,Hlotse,Leribe,-28.8638,28.0479,1532.84 120 | Lesotho,Mafeteng,Mafeteng,-29.82299,27.23744,1500.0 121 | Lesotho,Maputsoe,Leribe,-28.8954,27.9073,1620.93 122 | Lesotho,Maseru,Maseru,-29.3151,27.4869,1400.0 123 | Lesotho,Mohale's Hoek,Mohale's Hoek,-30.1426,27.4674,1800.0 124 | Lesotho,Mokhotlong,Mokhotlong,-29.2876,29.0605,2512.0 125 | Lesotho,Qacha's Nek,Qacha's Nek,-30.1115,28.6790,1981.0 126 | Lesotho,Quthing,Quthing,-30.3246,28.0186,1500.0 127 | Lesotho,Teyateyaneng,Berea,-29.1396,27.7491,1600.0 128 | Lesotho,Thaba-Tseka,Thaba-Tseka,-29.5239,28.6090,2200.0 129 | Morocco,Casablanca,Casablanca-Settat,33.5731,7.5898,57.0 130 | Morocco,Fez,Fès-Meknès,34.0181,5.0078,410.0 131 | Morocco,Kenitra,Rabat-Salé-Kénitra,34.2541,6.5890,26.0 132 | Morocco,Marrakesh,Marrakesh-Safi,31.6295,-7.9811,466.0 133 | Morocco,Meknes,Fès-Meknès,33.8730,5.5407,546.0 134 | Morocco,Oujda,Oriental,34.6820,1.9002,450.0 135 | Morocco,Rabat,Rabat-Salé-Kénitra,33.9716,6.8498,79.0 136 | Morocco,Salé,Rabat-Salé-Kénitra,34.0337,6.7708,115.0 137 | Morocco,Tanger,Tanger-Tetouan-Al Hoceima,35.7595,5.8340,230.0 138 | Nairobi,Kenya,Nairobi,-1.28333,36.81667,1795.0 139 | Nepal,Bharatpur,Chitwan,27.2152,77.5030,208.0 140 | Nepal,Biratnagar,Morang,26.4525,87.2718,80.0 141 | Nepal,Birganj,Parsa,27.0449,84.8672,92.0 142 | Nepal,Kathmandu,Kathmandu,27.7172,85.3240,1400.0 143 | Nepal,Lalitpur,Lalitpur,27.6588,85.3247,2300.0 144 | Nepal,Pokhara,Kaski,28.2096,83.9856,1740.0 145 | Peru,Arequipa,Arequipa,-16.4090,-71.5375,2328.0 146 | Peru,Lima,Lima,12.04318,-77.02824,154.0 147 | Senegal,Dakar,Dakar,14.7167,17.4677,72.0 148 | Senegal,Diourbel,Diourbel,14.6561,-16.2346,14.0 149 | Senegal,Kaolack,Kaolack,14.1652,-16.0758,6.0 150 | Senegal,Louga,Louga,15.6142,-16.2287,45.0 151 | Senegal,M'Bour,Thiès,14.4228,-16.9654,14.0 152 | Senegal,Rufisque,Dakar,14.7155,-17.2709,14.0 153 | Senegal,Saint-Louis,Saint-Louis,16.0326,-16.4818,3.0 154 | Senegal,Thiès,Thiès,14.7910,-16.9359,25.0 155 | Senegal,Touba,Diourbel,14.8666,-15.8995,35.0 156 | Senegal,Ziguinchor,Ziguinchor,12.5641,-16.2640,12.0 157 | Singapore,Singapore,Singapore,1.290270,103.851959,165.0 158 | South Africa,Johannesburg,Gauteng,-26.205681,28.046822,1753.0 159 | Tanzania,Dar es Salaam,DSM,-6.821000,39.276505,24.0 160 | Thailand,Bangkok,Bangkok,13.75398,100.50144,1.5 161 | Thailand,Chaophraya Surasak,Chonburi,13.0728,100.5957,25.0 162 | Thailand,Chiang Mai,Chiang Mai,18.79038,98.98468,300.0 163 | Thailand,Hat Yai,Songkhla,7.00836,100.47668,27.0 164 | Thailand,Khon Kaen,Khon Kaen,16.4322,102.8236,187.0 165 | Thailand,Nakhon Ratchasima,Nakhon Ratchasima,14.9738,102.0837,200.0 166 | Thailand,Nonthaburi,Nonthaburi,7.878978,98.398392,1.0 167 | Thailand,Pak Kret,Nonthaburi,13.8995,100.5426,8.0 168 | Thailand,Pattaya,Pattaya,12.9236,100.8825,2.0 169 | Thailand,Phra Nakhon Si Ayutthaya,Phra Nakhon Si Ayutthaya,14.35167,100.57739,34.0 170 | Thailand,Phuket,Phuket,7.89059,98.3981,529.0 171 | Thailand,Rangsit,Pathum Thani,13.9913,100.6474,9.0 172 | Thailand,Ubon Ratchathani,Ubon Ratchathani,15.2448,104.8473,125.0 173 | United States,Stockton,CA,37.9577,-121.2907,4.0 174 | United States,Tampa,FL,27.9475,-82.4584,1.0 175 | United States,Toledo,OH,41.6639,-83.5552,191.0 176 | United States,Tucson,AZ,32.2217,-110.9264,751.0 177 | United States,Tulsa,OK,36.1539,-95.9927,213.0 178 | United States,Virginia Beach,VA,36.8529,-75.97798,3.0 179 | United States,Washington,DC,38.895,-77.03637,11.0 180 | United States,West Raleigh,NC,35.78682,-78.6639,122.0 181 | United States,Wichita,KS,37.69224,-97.3375,402.0 182 | -------------------------------------------------------------------------------- /tests/resources/cities/scooter_data.json: -------------------------------------------------------------------------------- 1 | [{"id":1,"name":"Voyatouch","vin_number":"WAUVC68E85A398654","electric_scooter":false,"color":"Turquoise","city":"Fradelos","usage":"Daily","cost_usd":1864.88,"total_years_of_use":4}, 2 | 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{"id":62,"name":"Domainer","vin_number":"WA1LMAFE5BD954176","electric_scooter":false,"color":null,"city":"Călăraşi","usage":"Once","cost_usd":1769.4,"total_years_of_use":4}, 63 | {"id":63,"name":"Toughjoyfax","vin_number":"1N4AL3AP6EC545219","electric_scooter":false,"color":"Turquoise","city":"Calamba","usage":"Weekly","cost_usd":415.42,"total_years_of_use":1}, 64 | {"id":64,"name":"Zaam-Dox","vin_number":"WAUTFAFH4DN209374","electric_scooter":false,"color":"Indigo","city":"Runjin","usage":"Daily","cost_usd":463.45,"total_years_of_use":2}, 65 | {"id":65,"name":"Bitchip","vin_number":"JN1AZ4FH7FM211571","electric_scooter":true,"color":"Yellow","city":"Malata","usage":"Seldom","cost_usd":1939.87,"total_years_of_use":5}, 66 | {"id":66,"name":"Keylex","vin_number":"KNDMB5C13F6497421","electric_scooter":false,"color":"Aquamarine","city":"Nanto-shi","usage":"Seldom","cost_usd":1281.39,"total_years_of_use":1}, 67 | 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