repo_id stringclasses 400
values | commit_sha stringclasses 400
values | commit_index int32 0 951 | in_repo_split stringclasses 1
value | cross_repo_split stringclasses 1
value | test_file stringlengths 7 121 | test_function stringlengths 1 108 | assertion_type stringclasses 32
values | difficulty stringclasses 8
values | context_lines int32 3 600 | prefix large_stringlengths 44 113k | target large_stringlengths 1 498 | anchor_sha stringclasses 400
values | anchor_index int32 0 951 | qna_source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | src/webargs/testing.py | test_parse_querystring_args | assert | collection | 28 | import pytest
import webtest
from webargs.core import json
class CommonTestCase(object):
def create_app(self):
"""Return a WSGI app"""
raise NotImplementedError("Must define create_app()")
def create_testapp(self, app):
return webtest.TestApp(app)
def before_create_app(self):
... | {"name": "Fred"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/apps/flask_app.py | echo_use_kwargs_missing | assert | variable | 85 | from webargs.core import json
from flask import Flask, jsonify as J, Response, request
from flask.views import MethodView
import marshmallow as ma
from webargs import fields
from webargs.flaskparser import parser, use_args, use_kwargs
from webargs.core import MARSHMALLOW_VERSION_INFO
def echo():
return J(parser.p... | kwargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_parse_json_not_called_when_json_not_a_location | assert | numeric_literal | 38 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | 0 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_handle_error_called_when_parsing_raises_error | assert | numeric_literal | 45 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | 2 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_parse_required_arg | assert | numeric_literal | 39 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | 42 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_parse_missing_list | assert | collection | 36 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | {} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_parse | assert | variable | 39 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | ret | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_parse_with_error_status_code_and_headers | assert | numeric_literal | 48 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | 418 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_default_can_be_none | assert | none_literal | 37 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | None | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_is_json | assert | bool_literal | 41 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | True | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_core.py | test_is_json | assert | bool_literal | 40 | import itertools
import mock
import datetime
import pytest
from marshmallow import Schema, post_load, pre_load, class_registry, validates_schema
from werkzeug.datastructures import MultiDict as WerkMultiDict
from django.utils.datastructures import MultiValueDict as DjMultiDict
from bottle import MultiDict as BotMultiD... | False | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_djangoparser.py | test_parsing_in_class_based_view | assert | collection | 14 | from __future__ import unicode_literals
import pytest
from tests.apps.django_app.base.wsgi import application
from webargs.testing import CommonTestCase
class TestDjangoParser(CommonTestCase):
def create_app(self):
return application
def test_parsing_in_class_based_view(self, testapp):
asse... | {"name": "Fred"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_falconparser.py | test_invalid_json | assert | numeric_literal | 18 | import pytest
from webargs.testing import CommonTestCase
from tests.apps.falcon_app import create_app
class TestFalconParser(CommonTestCase):
def create_app(self):
return create_app()
def test_invalid_json(self, testapp):
res = testapp.post(
"/echo",
'{"foo": "bar", }'... | 400 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_falconparser.py | test_use_args_hook | assert | collection | 12 | import pytest
from webargs.testing import CommonTestCase
from tests.apps.falcon_app import create_app
class TestFalconParser(CommonTestCase):
def create_app(self):
return create_app()
def test_use_args_hook(self, testapp):
assert testapp.get("/echo_use_args_hook?name=Fred").json == | {"name": "Fred"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_falconparser.py | test_invalid_json | assert | collection | 19 | import pytest
from webargs.testing import CommonTestCase
from tests.apps.falcon_app import create_app
class TestFalconParser(CommonTestCase):
def create_app(self):
return create_app()
def test_invalid_json(self, testapp):
res = testapp.post(
"/echo",
'{"foo": "bar", }'... | {"json": ["Invalid JSON body."]} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_json_cache_race_condition | assert | numeric_literal | 47 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | 42 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_json_cache_race_condition | assert | numeric_literal | 48 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | 23 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_nested_many_with_data_key | assert | collection | 31 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | {} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_abort_called_on_validation_error | assert | numeric_literal | 34 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | 422 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_parse_form_returns_missing_if_no_form | assert | variable | 20 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | missing | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_use_args_on_a_method_view | assert | collection | 23 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | {"val": 42} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_abort_called_on_validation_error | assert | collection | 36 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | [expected_msg] | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_abort_with_message | pytest.raises | variable | 18 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | HTTPException) | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_abort_called_on_validation_error | assert | variable | 37 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | ValidationError | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_parsing_view_args | assert | collection | 23 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | {"view_arg": 42} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_use_kwargs_with_missing_data | assert | collection | 23 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | {"username": "foo"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_abort_with_message | assert | string_literal | 20 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | "custom error message" | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_flaskparser.py | test_nested_many_with_data_key | assert | collection | 28 | from __future__ import unicode_literals
import threading
from werkzeug.exceptions import HTTPException
import mock
import pytest
from flask import Flask
from webargs import fields, ValidationError, missing
from webargs.flaskparser import parser, abort
from webargs.core import MARSHMALLOW_VERSION_INFO, json
from .app... | {"x_field": [{"id": 24}]} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_nested_many_with_data_key | assert | collection | 34 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_parse_match_info | assert | collection | 25 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {"mymatch": 42} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_use_args_on_method_handler | assert | collection | 25 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {"name": "World"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_use_args_on_method_handler | assert | collection | 26 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {"name": "Steve"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_nested_many_with_data_key | assert | collection | 31 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {"x_field": [{"id": 24}]} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_nested_many_with_data_key | assert | collection | 28 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {"x_field": [{"id": 42}]} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_multiple_args | assert | collection | 28 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | {"first": "1", "last": "2"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_schema_as_kwargs_view | assert | collection | 26 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | { "name": "Chandler" } | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser.py | test_use_args_multiple | assert | collection | 28 | import asyncio
import webtest
import webtest_aiohttp
import pytest
from io import BytesIO
from webargs.core import MARSHMALLOW_VERSION_INFO
from webargs.testing import CommonTestCase
from tests.apps.aiohttp_app import create_app
class TestAIOHTTPParser(CommonTestCase):
def create_app(self):
return create_... | { "query_parsed": {"page": 2, "q": 10}, "json_parsed": {"name": "Steve"}, } | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_py3/test_aiohttpparser_async_functions.py | test_async_parse | assert | collection | 32 | import pytest
import webtest_aiohttp
from aiohttp.web import Application, json_response
from webargs import fields
from webargs.aiohttpparser import parser, use_args, use_kwargs
hello_args = {"name": fields.Str(missing="World", validate=lambda n: len(n) >= 3)}
async def echo_parse(request):
parsed = await parser... | {"name": "Steve"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_pyramidparser.py | test_use_args_with_callable_view | assert | collection | 11 | from webargs.testing import CommonTestCase
class TestPyramidParser(CommonTestCase):
def create_app(self):
from .apps.pyramid_app import create_app
return create_app()
def test_use_args_with_callable_view(self, testapp):
assert testapp.get("/echo_callable?value=42").json == | {"value": 42} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_pyramidparser.py | test_parse_matchdict | assert | collection | 11 | from webargs.testing import CommonTestCase
class TestPyramidParser(CommonTestCase):
def create_app(self):
from .apps.pyramid_app import create_app
return create_app()
def test_parse_matchdict(self, testapp):
assert testapp.get("/echo_matchdict/42").json == | {"mymatch": 42} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_get_value_basic | assert | numeric_literal | 26 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | 42 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_it_should_handle_type_error_on_parse_json | assert | collection | 34 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | {} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | get | assert | collection | 29 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | () | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_it_should_raise_when_json_is_invalid | assert | numeric_literal | 37 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | 400 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_it_should_parse_cookies_arguments | assert | collection | 38 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | [2] | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_missing_required_field_throws_422 | assert | numeric_literal | 105 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | 422 | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_it_should_pass_parsed_as_first_argument | assert | bool_literal | 41 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | True | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_tornadoparser.py | test_it_should_get_single_values | assert | variable | 35 | from webargs.core import json
import mock
import pytest
import marshmallow as ma
import tornado.web
import tornado.httputil
import tornado.httpserver
import tornado.http1connection
import tornado.concurrent
import tornado.ioloop
from tornado.testing import AsyncHTTPTestCase
from webargs import fields, missing
from ... | value | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_parse_querystring_multiple | assert | variable | 25 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | expected | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_validation_error_with_message | assert | complex_expr | 26 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | exc.value | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_parse_querystring_args | assert | collection | 24 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | {"name": "Fred"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_validation_error_with_message | pytest.raises | variable | 24 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | ValidationError) | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_parsing_form_default | assert | collection | 24 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | {"name": "World"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_parse_invalid_json | pytest.raises | complex_expr | 26 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | json.JSONDecodeError) | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
marshmallow-code/webargs | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | train | train | tests/test_webapp2parser.py | test_parse_files | assert | collection | 42 | from webargs.core import json
import pytest
from marshmallow import fields, ValidationError
import webtest
import webapp2
from webargs.webapp2parser import parser
hello_args = {"name": fields.Str(missing="World")}
hello_multiple = {"name": fields.List(fields.Str())}
hello_validate = {
"num": fields.Int(
... | {"baz.txt": "bar", "moo.txt": "zoo"} | e4abfc9cd92fbc8ed17f4b2509f97bc00eb34dcf | 173 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_initializers.py | variables_in_range | assert | variable | 16 | import itertools
import numpy as np
import pytest
from libreco.utils.initializers import (
he_init,
truncated_normal,
variance_scaling,
xavier_init,
)
def variables_in_range(variables, mean, std):
for v in itertools.chain.from_iterable(variables):
assert (mean - 3 * std) < | v | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_feature.py | test_multi_sparse_indices | assert_* | variable | 94 | import os
from dataclasses import astuple
from pathlib import Path
import numpy as np
import pandas as pd
import pytest
from numpy.testing import assert_array_equal
from libreco.data import DatasetFeat
from libreco.data.data_info import EmptyFeature, Feature, store_old_info
from libreco.feature.multi_sparse import (
... | j) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_tf_layers.py | test_shared_dense | assert | variable | 50 | import sys
import numpy as np
import pytest
from numpy.testing import assert_allclose, assert_array_equal
from libreco.layers import (
conv_nn,
dense_nn,
layer_normalization,
max_pool,
multi_head_attention,
shared_dense,
tf_dense,
tf_rnn,
transformer_decoder_layer,
transformer_... | v2 | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/utils_pred.py | ptest_preds | assert | variable | 10 | from libreco.prediction import predict_data_with_feats
def ptest_preds(model, task, pd_data, with_feats):
user = pd_data.user.iloc[0]
item = pd_data.item.iloc[0]
pred = model.predict(user=user, item=item)
# prediction in range
if task == "rating":
assert 1 <= | pred | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_feature.py | test_assign_features | assert | variable | 114 | import os
from dataclasses import astuple
from pathlib import Path
import numpy as np
import pandas as pd
import pytest
from numpy.testing import assert_array_equal
from libreco.data import DatasetFeat
from libreco.data.data_info import EmptyFeature, Feature, store_old_info
from libreco.feature.multi_sparse import (
... | new_df | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/serving/test_serialization.py | check_id_mapping | assert | variable | 44 | import json
import os
import numpy as np
import pytest
from tensorflow.core.protobuf.meta_graph_pb2 import MetaGraphDef
from libreco.bases import CfBase, TfBase
from libreco.tfops import tf
from libserving.serialization import (
embed2redis,
knn2redis,
online2redis,
save_embed,
save_knn,
save... | user2id | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/serving/test_serialization.py | check_id_mapping | assert | variable | 56 | import json
import os
import numpy as np
import pytest
from tensorflow.core.protobuf.meta_graph_pb2 import MetaGraphDef
from libreco.bases import CfBase, TfBase
from libreco.tfops import tf
from libserving.serialization import (
embed2redis,
knn2redis,
online2redis,
save_embed,
save_knn,
save... | id2item | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_tf_layers.py | test_layer_norm | assert_* | variable | 36 | import sys
import numpy as np
import pytest
from numpy.testing import assert_allclose, assert_array_equal
from libreco.layers import (
conv_nn,
dense_nn,
layer_normalization,
max_pool,
multi_head_attention,
shared_dense,
tf_dense,
tf_rnn,
transformer_decoder_layer,
transformer_... | labels) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/utils_tf.py | ptest_tf_variables | assert | variable | 8 | from libreco.tfops import tf
def ptest_tf_variables(model):
var_names = [v.name for v in tf.trainable_variables()]
if hasattr(model, "user_variables"):
for v in model.user_variables:
assert f"{v}:0" in | var_names | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/serving/test_serialization.py | test_knn_serialization | assert | variable | 39 | import json
import os
import numpy as np
import pytest
from tensorflow.core.protobuf.meta_graph_pb2 import MetaGraphDef
from libreco.bases import CfBase, TfBase
from libreco.tfops import tf
from libserving.serialization import (
embed2redis,
knn2redis,
online2redis,
save_embed,
save_knn,
save... | model_num | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_collators.py | test_pointwise_collator | assert | variable | 125 | from io import StringIO
import numpy as np
import pandas as pd
import pytest
import torch
from libreco.algorithms import DIN, LightGCN, PinSageDGL, RNN4Rec
from libreco.batch.batch_data import BatchData
from libreco.batch.batch_unit import (
PairFeats,
PairwiseBatch,
PointwiseBatch,
PointwiseSepFeatBa... | dense_len | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_feature.py | test_sparse_indices | pytest.raises | variable | 122 | import os
from dataclasses import astuple
from pathlib import Path
import numpy as np
import pandas as pd
import pytest
from numpy.testing import assert_array_equal
from libreco.data import DatasetFeat
from libreco.data.data_info import EmptyFeature, Feature, store_old_info
from libreco.feature.multi_sparse import (
... | KeyError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_als.py | test_als | pytest.raises | variable | 78 | import pytest
from libreco.algorithms import ALS
from libreco.algorithms.als import least_squares, least_squares_cg
from libreco.evaluation import evaluate
from tests.utils_data import SAVE_PATH, remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from t... | TypeError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_item_cf.py | test_item_cf | pytest.raises | variable | 54 | import numpy as np
import pytest
from libreco.algorithms import ItemCF
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import save_load_model
@pyte... | TypeError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_collators.py | test_pointwise_collator | assert | variable | 121 | from io import StringIO
import numpy as np
import pandas as pd
import pytest
import torch
from libreco.algorithms import DIN, LightGCN, PinSageDGL, RNN4Rec
from libreco.batch.batch_data import BatchData
from libreco.batch.batch_unit import (
PairFeats,
PairwiseBatch,
PointwiseBatch,
PointwiseSepFeatBa... | sparse_len | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_feature.py | test_sparse_indices | assert | variable | 83 | import os
from dataclasses import astuple
from pathlib import Path
import numpy as np
import pandas as pd
import pytest
from numpy.testing import assert_array_equal
from libreco.data import DatasetFeat
from libreco.data.data_info import EmptyFeature, Feature, store_old_info
from libreco.feature.multi_sparse import (
... | dense_cols | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/utils_pred.py | ptest_preds | assert | variable | 21 | from libreco.prediction import predict_data_with_feats
def ptest_preds(model, task, pd_data, with_feats):
user = pd_data.user.iloc[0]
item = pd_data.item.iloc[0]
pred = model.predict(user=user, item=item)
# prediction in range
if task == "rating":
assert 1 <= pred <= 5
else:
ass... | cold_pred2 | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_als.py | test_als | pytest.raises | variable | 35 | import pytest
from libreco.algorithms import ALS
from libreco.algorithms.als import least_squares, least_squares_cg
from libreco.evaluation import evaluate
from tests.utils_data import SAVE_PATH, remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from t... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_autoint.py | test_autoint | pytest.raises | variable | 52 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import AutoInt
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_metrics import get_metrics
from tests.utils_multi_sparse_models import fit_multi_sparse
from tests.utils_pred import ptest_preds
from tests.utils_reco import pt... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_base.py | test_base | pytest.raises | variable | 8 | import pytest
from libreco.bases import Base
def test_base(prepare_pure_data):
_, train_data, _, data_info = prepare_pure_data
with pytest.raises( | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_bpr.py | test_bpr | pytest.raises | variable | 62 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import BPR
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import remove_path
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from test... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_caser.py | test_caser | pytest.raises | variable | 69 | import sys
import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import Caser
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
f... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_deepfm.py | test_deepfm | pytest.raises | variable | 64 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import DeepFM
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_multi_sparse_models import fit_multi_sparse
from tests.utils_pred imp... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_din.py | test_din | pytest.raises | variable | 73 | import os
import sys
from pathlib import Path
import pandas as pd
import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import DIN
from libreco.data import DatasetFeat, split_by_ratio_chrono
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_fm.py | test_fm | pytest.raises | variable | 65 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import FM
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import SAVE_PATH, remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_multi_sparse_models import fit_multi_sparse
from ... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_graphsage.py | test_graphsage | pytest.raises | variable | 131 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import GraphSage
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import sa... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_graphsage_dgl.py | test_pinsage | pytest.raises | variable | 154 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import GraphSageDGL
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_item_cf.py | test_item_cf | pytest.raises | variable | 34 | import numpy as np
import pytest
from libreco.algorithms import ItemCF
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import save_load_model
@pyte... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_lightgcn.py | test_lightgcn | pytest.raises | variable | 69 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import LightGCN
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import sav... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_ncf.py | test_ncf | pytest.raises | variable | 64 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import NCF
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
fr... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_ngcf.py | test_ngcf | pytest.raises | variable | 75 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import NGCF
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import save_lo... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_pinsage.py | test_pinsage | pytest.raises | variable | 139 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import PinSage
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import save... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_pinsage_dgl.py | test_pinsage | pytest.raises | variable | 162 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import PinSageDGL
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import s... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_rnn4rec.py | test_rnn4rec | pytest.raises | variable | 70 | import sys
import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import RNN4Rec
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_svd.py | test_svd | pytest.raises | variable | 57 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import SVD
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
fr... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_svdpp.py | test_svdpp | pytest.raises | variable | 59 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import SVDpp
from libreco.data import DatasetPure
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import SAVE_PATH, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_pred... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_two_tower.py | test_two_tower | pytest.raises | variable | 70 | import sys
import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import TwoTower
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_pred... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_user_cf.py | test_user_cf | pytest.raises | variable | 34 | import numpy as np
import pytest
from libreco.algorithms import UserCF
from tests.utils_data import remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds
from tests.utils_reco import ptest_recommends
from tests.utils_save_load import save_load_model
@pyte... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_wave_net.py | test_wave_net | pytest.raises | variable | 70 | import sys
import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import WaveNet
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pred import ptest_preds... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_wide_deep.py | test_wide_deep | pytest.raises | variable | 70 | import sys
import pytest
import tensorflow as tf
from libreco.algorithms import WideDeep
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_multi_sparse_models import fit_multi_sparse
from tests.utils_pred i... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_youtube_ranking.py | test_youtube_ranking | pytest.raises | variable | 70 | import sys
import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import YouTubeRanking
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_multi_sparse_mod... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/models/test_youtube_retrieval.py | test_youtube_retrieval | pytest.raises | variable | 69 | import pytest
import tensorflow as tf
from numpy.testing import assert_array_equal
from libreco.algorithms import YouTubeRetrieval
from tests.models.utils_tf import ptest_tf_variables
from tests.utils_data import SAVE_PATH, remove_path, set_ranking_labels
from tests.utils_metrics import get_metrics
from tests.utils_pr... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_data.py | test_dataset_pure | pytest.raises | variable | 75 | import os.path
from io import StringIO
import numpy as np
import pandas as pd
import pytest
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from libreco.data import (
DataInfo,
DatasetFeat,
DatasetPure,
TransformedEvalSet,
TransformedSet,
process_data,
)
from l... | IndexError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_data.py | test_dataset_pure | pytest.raises | variable | 81 | import os.path
from io import StringIO
import numpy as np
import pandas as pd
import pytest
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from libreco.data import (
DataInfo,
DatasetFeat,
DatasetPure,
TransformedEvalSet,
TransformedSet,
process_data,
)
from l... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
massquantity/LibRecommender | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | train | train | tests/test_initializers.py | test_initializers | pytest.raises | variable | 41 | import itertools
import numpy as np
import pytest
from libreco.utils.initializers import (
he_init,
truncated_normal,
variance_scaling,
xavier_init,
)
def test_initializers():
np_rng = np.random.default_rng(42)
mean, std, fan_in, fan_out, scale = 0.1, 0.01, 4, 2, 2.5
variables = truncated... | ValueError) | b0aef08fabb80738dacf160451dae8f7ea5eef25 | 80 | v2_extractor_at_anchor |
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