How to use test_collection method in autotest

Best Python code snippet using autotest_python

test_collection.py

Source:test_collection.py

1import numpy as np2from numpy.testing import assert_array_equal3from pandas.testing import assert_frame_equal, assert_series_equal4from operator import and_5from functools import reduce6from mtg.collection import Collection7from pytest import raises8def test_collection_metadata(old_format_datafile):9    c = Collection(old_format_datafile, label="Islands", source="MtgManager")10    assert c.label == "Islands", f"Error in label: {c.label}"11    assert c.source == "MtgManager", f"Error in Source: {c.source}"12def test_old_format_layout(old_format_datafile):13    c = Collection(old_format_datafile)14    assert "Code" not in c.data.columns15    assert "ExpansionCode" in c.data.columns16    assert "ExpansionName" not in c.data.columns17    # Foil is Bool type18    assert c.data.Foil.dtype == bool19    # Condition is Categorical20    assert c.data.Condition.dtype.name == "category"21    # Language is Categorical22    assert c.data.Language.dtype.name == "category"23    # assert all ExpansionCode are lowercase24    lowercase_codes = c.data.ExpansionCode.apply(lambda c: c.lower()).values25    assert_array_equal(c.data.ExpansionCode.values, lowercase_codes)26def test_new_format_layout(new_format_datafile):27    c = Collection(new_format_datafile)28    assert "ExpansionCode" in c.data.columns29    assert "ExpansionName" in c.data.columns30    # Foil is Bool type31    assert c.data.Foil.dtype == bool32    # Condition is Categorical33    assert c.data.Condition.dtype.name == "category"34    # Language is Categorical35    assert c.data.Language.dtype.name == "category"36    # assert all ExpansionCode are lowercase37    lowercase_codes = c.data.ExpansionCode.apply(lambda c: c.lower()).values38    assert_array_equal(c.data.ExpansionCode.values, lowercase_codes)39def test_lazy_data_loading(test_collection):40    # No data property access yet41    assert test_collection._data is None42    # access data property - should not be None43    assert test_collection.data is not None44    assert_frame_equal(test_collection.data, test_collection._data)45    # they should be indeed the same object46    assert test_collection.data is test_collection._data47def test_len_collection_is_sum_of_quantities(test_collection):48    assert len(test_collection) > 049    assert len(test_collection) != len(test_collection.data)50    assert len(test_collection) == test_collection.data.Quantity.sum()51def test_collection_is_hashable(test_collection):52    assert hash(test_collection) is not None53    assert hash(test_collection) == hash(test_collection.source + test_collection.label)54def test_proxy_dataframe(test_collection):55    """This tests verify that dataframe access is proxied via Collection"""56    try:57        # try to call the head method of the dataframe underneath58        _ = test_collection.head()59    except AttributeError:60        assert False, "Attribute head() not found in Collection"61    else:62        assert True63    try:64        # try access single column65        _ = test_collection.Name66    except AttributeError:67        assert False, "Attribute head() not found in Collection"68    else:69        assert True70def test_non_existing_name_raises_attribute_error(test_collection):71    with raises(AttributeError):72        test_collection.headhead()  # this does not exist73        test_collection.NonExistingColumn74def test_collection_is_subscriptable(test_collection):75    try:76        result = test_collection[test_collection.Name == "Island"]77    except TypeError:78        assert False, "Collection is Not Subscriptable"79    else:80        assert len(result) > 081        res_via_data = test_collection.data[test_collection.data.Name == "Island"]82        assert_frame_equal(result, res_via_data)83def test_collection_is_writable(test_collection):84    try:85        test_collection[test_collection.Name == "Island", ["Name", "Quantity"]] = (86            "Forest",87            1,88        )89    except RuntimeError:90        assert False, "Assignment not permitted"91    else:92        # check that all values have been actually changed93        assert len(test_collection[test_collection.Quantity > 1]) == 094        assert len(test_collection) == len(95            test_collection.data96        )  # every entry should count as for 197        # check no island exists anymore98        assert len(test_collection[test_collection.Name == "Island"]) == 099def test_add_new_column_to_collection(test_collection):100    n_cols_before_change = len(test_collection.columns)101    test_collection["NewColumn"] = test_collection.Quantity.apply(lambda v: v + 1)102    assert len(test_collection.columns) == n_cols_before_change + 1103    assert "NewColumn" in test_collection.columns104    qs = test_collection.Quantity.values.tolist()105    nqs = test_collection.NewColumn.values.tolist()106    assert reduce(and_, map(lambda p: p[0] > p[1] and p[0] == p[1] + 1, zip(nqs, qs)))107def test_diff_collections_nodiffs(new_format_datafile):108    c1 = Collection(new_format_datafile, label="Islands", source="Other NEW")109    c2 = Collection(new_format_datafile, label="Islands", source="NEW")110    assert len(c1 - c1) == 0111    assert len(c2 - c2) == 0112    assert len(c1 - c2) == 0113    assert len(c2 - c1) == 0114    assert "PurchaseDate" not in (c2 - c1).columns115def test_diff_collections_with_different_columns(116    old_format_datafile, new_format_datafile117):118    c1 = Collection(old_format_datafile, label="Islands")119    c2 = Collection(new_format_datafile, label="Islands")120    with raises(ValueError):121        c2 - c1122def test_diff_two_collections_different_label(old_format_datafile, new_format_datafile):123    c1 = Collection(old_format_datafile, label="Islands_old")124    c2 = Collection(new_format_datafile, label="Islands_new")125    with raises(ValueError):126        c2 - c1127def test_reorder_columns(new_format_datafile):128    c = Collection(new_format_datafile, label="Islands", source="Test New Format")129    cols = [130        "Quantity",131        "Name",132        "ExpansionCode",133        "ExpansionName",134        "PurchasePrice",135        "Foil",136        "Condition",137        "Language",138        "PurchaseDate",139    ]140    assert all(map(lambda col: col in c.columns, cols))141    assert_array_equal(c.columns, np.asarray(cols))142    cols_reversed = cols[::-1]143    c.resort_colunns(cols_reversed)144    assert_array_equal(c.columns, np.asarray(cols_reversed))145def test_reorder_non_existing_columns(new_format_datafile):146    c = Collection(new_format_datafile, label="Islands", source="Test New Format")147    cols = [148        "Quantity",149        "Name",150        "ExpansionCode",151        "ExpansionName",152        "PurchasePrice",153        "Foil",154        "Condition",155        "Language",156        "PurchaseDate",157    ]158    assert all(map(lambda col: col in c.columns, cols))159    assert_array_equal(c.columns, np.asarray(cols))160    with raises(ValueError):161        non_existing_cols = ["NonExistingCols"]...

tasks.py

Source:tasks.py

1from operator import add2import os3from os import name4from threading import Lock5import time6from celery import Celery7import requests8import json9import celeryconfig10from pymongo import MongoClient11from random import randint12import logging13from logging.handlers import RotatingFileHandler14import stacktracer15import uuid16logger = logging.getLogger('app')17logger.setLevel(logging.DEBUG)18handler = RotatingFileHandler('log/app.log', maxBytes=1024000*1024000, backupCount=2)19logger.addHandler(handler)20env=os.environ21CELERY_BROKER_URL=env.get('CELERY_BROKER_URL','redis://localhost:6379'),22CELERY_RESULT_BACKEND=env.get('CELERY_RESULT_BACKEND','redis://localhost:6379')23celery= Celery('tasks',24                broker=CELERY_BROKER_URL,25                backend=CELERY_RESULT_BACKEND)26client = MongoClient(env.get('MONGO_DB_NAME', 'localhost'), 2701727, username=env.get('MONGO_INITDB_ROOT_USERNAME', 'admin')28, password=env.get('MONGO_INITDB_ROOT_PASSWORD', 'admin'))29db = client['tutorial']30test_collection = db['test-collection']31celery.config_from_object(celeryconfig)32stacktracer.trace_start("trace.html")33lock=Lock()34@celery.task(name='mytasks.add')35def add_task(id, y):36    if id is None:37        id = 138    temp_document = test_collection.find_one({"_id": id})39    random = randint(0, 1)40    if random == 1: 41        time.sleep(0.8)42    else:43        time.sleep(0.5)44    45    # if id == 1:46    #     temp_document = test_collection.find_one({"_id": id})47    #     if temp_document['count'] < 30:48    with lock:49        temp_document = test_collection.find_one({"_id": id})50        logger.info(temp_document)51        time.sleep(0.05)52        if temp_document['count'] < 30:53            currentCount = temp_document['count']54            temp_document['count'] = currentCount + 155            test_collection.update_one({"_id": id}, {"$set": {"count": temp_document['count']}})56    # else:57    #     temp_document = test_collection.find_one({"_id": id})58    #     logger.info(temp_document)59    #     time.sleep(0.5)60    #     if temp_document['count'] < 30:61    #         currentCount = temp_document['count']62    #         temp_document['count'] = currentCount + 163    #         test_collection.update_one({"_id": id}, {"$set": {"count": temp_document['count']}})64        # with client.start_session() as session:65        #     session.start_transaction()66        #     try:67        #         document = test_collection.find_one({"_id": id})68        #         currentCount = document['count']69        #         document['count'] = currentCount + 170        #         test_collection.update_one({"_id": id}, {"$set": {"count": document['count']}})71        #         # session.commit_transaction()72        #         # session.endSession()73        #     except Exception as ex:74        #         logger.info(ex)75    return id76@celery.task(name='mytasks.periodic')77def periodic():...

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.