Setup iPyMock

mkdir -p~/.config/ipymockcat<<EOF > ~/.config/ipymock/config.json{  "email": "<gmail_address>",  "password": "<gmail_password>",  "conversation_id": "<conversation_id>"}EOFpip install --upgrade ipymock

mkdir -p~/.config/ipymockcat<<EOF > ~/.config/ipymock/config.json{  "chat_gpt_base_url": "<chat_gpt_base_url>",  "access_token": "<access_token>",  "conversation_id": "<conversation_id>"}EOFpip install --upgrade ipymock

Using the OpenAI Backend API from Browser Side in Jupyter Notebooks

fromipymock.browserimportstart_conversationimportIPythondefask(prompt):forresponseinstart_conversation(prompt):IPython.display.display(IPython.core.display.Markdown(response))IPython.display.clear_output(wait=True)importipymock.browser# 1. you could initialize chrome automation locallyipymock.browser.init(['--headless'])# 2. or if a proxy is deployed locallyipymock.browser.common.chat_gpt_base_url='http://127.0.0.1:8080'# 3. otherwise using a third party proxyipymock.browser.common.chat_gpt_base_url='https://.../api'# the conversation_id which is set in config.jsonprint(ipymock.browser.common.conversation_id)ask('''what is the meaning of getting patched?''')

Testing AutoGPT

importos,sysos.chdir(os.path.expanduser('~/Auto-GPT'))sys.path.append(os.path.expanduser('~/Auto-GPT'))deftest_auto_gpt(mock_openai,mock_openai_embed,reset_embed_dimension,):fromautogpt.mainimportrun_auto_gptrun_auto_gpt(continuous=True,continuous_limit=10000,ai_settings=None,skip_reprompt=False,speak=True,debug=False,gpt3only=False,gpt4only=True,memory_type='local',browser_name='safari',allow_downloads=True,skip_news=True,workspace_directory=os.path.expanduser('~/Auto-GPT/andrew_space'),install_plugin_deps=True,    )assertTrue

importipymockimportipymock.browserimportipymock.llmimportpytest# reset conversation_id to empty to start a new chatipymock.browser.common.conversation_id=''ipymock.browser.init()@pytest.fixturedefreset_embed_dimension(monkeypatch):importautogpt.memory.localmonkeypatch.setattr(autogpt.memory.local,'EMBED_DIM',1024)ipymock.do(mock_openai=ipymock.browser.mock_openai,mock_openai_embed=ipymock.llm.mock_openai_embed,reset_embed_dimension=reset_embed_dimension,test_auto_gpt=test_auto_gpt,)

The Mechanism of PyTesting the Python Testfiles

importpluggypm=pluggy.PluginManager('pytest')import_pytest.hookspecpm.add_hookspecs(_pytest.hookspec)import_pytest.mainpm.register(_pytest.main,'main')import_pytest.configcfg=_pytest.config.get_config()cfg.parse(args=[])pm.hook.pytest_cmdline_main(config=cfg)

import_pytest.configcfg=_pytest.config.get_config()cfg.parse(args=[])cfg.pluginmanager.hook.pytest_cmdline_main(config=cfg)

PyTesting the Python Testcases within iPyNb Runtimes

# content of test_time.pyimportpytestfromdatetimeimportdatetime,timedeltatestdata= [    (datetime(2001,12,12),datetime(2001,12,11),timedelta(1)),    (datetime(2001,12,11),datetime(2001,12,12),timedelta(-1)),]defidfn(val):ifisinstance(val, (datetime,)):# note this wouldn't show any hours/minutes/secondsreturnval.strftime('%Y%m%d')@pytest.mark.parametrize('a,b,expected',testdata)deftest_timedistance_v0(a,b,expected):diff=a-bassertdiff==expected@pytest.mark.parametrize('a,b,expected',testdata,ids=['forward','backward'])deftest_timedistance_v1(a,b,expected):diff=a-bassertdiff==expected@pytest.mark.parametrize('a,b,expected',testdata,ids=idfn)deftest_timedistance_v2(a,b,expected):diff=a-bassertdiff==expected@pytest.mark.parametrize('a,b,expected',    [pytest.param(datetime(2001,12,12),datetime(2001,12,11),timedelta(1),id='forward'        ),pytest.param(datetime(2001,12,11),datetime(2001,12,12),timedelta(-1),id='backward'        ),    ],)deftest_timedistance_v3(a,b,expected):diff=a-bassertdiff!=expected

import_pytest.configcfg=_pytest.config.get_config()cfg.parse(args=[])import_pytest.mainss=_pytest.main.Session.from_config(cfg)import_pytest.runnerss._setupstate=_pytest.runner.SetupState()import_pytest.fixturesss._fixturemanager=_pytest.fixtures.FixtureManager(ss)import_pytest.pythonimportpym=_pytest.python.Module.from_parent(parent=ss,fspath=py.path.local())

classObject(object):def__init__(self,**entries):self.__dict__.update(entries)m.obj=Object(**globals())

import_pytest.runnerc=dict(enumerate(m.collect()))foriinc:print(f'idx ={i}')print(_pytest.runner.call_and_report(c[i],'setup'))print(_pytest.runner.call_and_report(c[i],'call'))print(_pytest.runner.call_and_report(c[i],'teardown',nextitem=c.get(i+1)))

idx = 0<TestReport '::unittests::test_timedistance_v0[a0-b0-expected0]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v0[a0-b0-expected0]' when='call' outcome='passed'><TestReport '::unittests::test_timedistance_v0[a0-b0-expected0]' when='teardown' outcome='passed'>idx = 1<TestReport '::unittests::test_timedistance_v0[a1-b1-expected1]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v0[a1-b1-expected1]' when='call' outcome='passed'><TestReport '::unittests::test_timedistance_v0[a1-b1-expected1]' when='teardown' outcome='passed'>idx = 2<TestReport '::unittests::test_timedistance_v1[forward]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v1[forward]' when='call' outcome='passed'><TestReport '::unittests::test_timedistance_v1[forward]' when='teardown' outcome='passed'>idx = 3<TestReport '::unittests::test_timedistance_v1[backward]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v1[backward]' when='call' outcome='passed'><TestReport '::unittests::test_timedistance_v1[backward]' when='teardown' outcome='passed'>idx = 4<TestReport '::unittests::test_timedistance_v2[20011212-20011211-expected0]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v2[20011212-20011211-expected0]' when='call' outcome='passed'><TestReport '::unittests::test_timedistance_v2[20011212-20011211-expected0]' when='teardown' outcome='passed'>idx = 5<TestReport '::unittests::test_timedistance_v2[20011211-20011212-expected1]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v2[20011211-20011212-expected1]' when='call' outcome='passed'><TestReport '::unittests::test_timedistance_v2[20011211-20011212-expected1]' when='teardown' outcome='passed'>idx = 6<TestReport '::unittests::test_timedistance_v3[forward]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v3[forward]' when='call' outcome='failed'><TestReport '::unittests::test_timedistance_v3[forward]' when='teardown' outcome='passed'>idx = 7<TestReport '::unittests::test_timedistance_v3[backward]' when='setup' outcome='passed'><TestReport '::unittests::test_timedistance_v3[backward]' when='call' outcome='failed'><TestReport '::unittests::test_timedistance_v3[backward]' when='teardown' outcome='passed'>

fori,finenumerate(m.collect()):print(f'idx ={i}')f.setup()f.runtest()

How to Use the Do-PyTest?

importpytest@pytest.fixturedefmy_fixture_1(tmpdir_factory):returntmpdir_factory@pytest.fixturedefmy_fixture_2(tmpdir_factory):returntmpdir_factorydeftest_fixture(my_fixture_1,my_fixture_2):assertmy_fixture_1==my_fixture_2

fromipymockimportdo

do(my_fixture_1=my_fixture_1,my_fixture_2=my_fixture_2,test_fixture=test_fixture)

=> no.0  nbs::test_fixture  setup  passed=> no.0  nbs::test_fixture  runtest  passed

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