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snap-stanford/MLAgentBench
import pytest import requests from autogpt.agent.agent import Agent from autogpt.commands.web_requests import scrape_text class TestScrapeText: def test_http_error(self, mocker, agent: Agent): """Test that scrape_text returns an error message when the response status code is an http error (>=400).""" ...
"Error: HTTP 404 error"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_browse_scrape_text.py
test_http_error
TestScrapeText
102
null
snap-stanford/MLAgentBench
import os import yaml from autogpt.config.config import Config from autogpt.plugins import inspect_zip_for_modules, scan_plugins from autogpt.plugins.plugin_config import PluginConfig PLUGINS_TEST_DIR = "tests/unit/data/test_plugins" PLUGIN_TEST_ZIP_FILE = "Auto-GPT-Plugin-Test-master.zip" PLUGIN_TEST_INIT_PY = "Aut...
plugin_class_names
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_plugins.py
test_scan_plugins_generic
40
null
snap-stanford/MLAgentBench
import pytest from pytest import raises from autogpt.url_utils.validators import validate_url def dummy_method(url): return url class TestValidateUrl: def test_edge_case_missing_scheme_or_network_location(self): """Test that the function raises a ValueError if the URL is missing scheme or network lo...
ValueError)
pytest.raises
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_url_validation.py
test_edge_case_missing_scheme_or_network_location
TestValidateUrl
114
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
prompt_tokens
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_update_cost_completion_model
TestApiManager
120
null
snap-stanford/MLAgentBench
import pytest from autogpt.llm.base import Message from autogpt.llm.utils import count_message_tokens, count_string_tokens def test_count_message_tokens_empty_input(): """Empty input should return 3 tokens""" assert count_message_tokens([]) ==
3
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_token_counter.py
test_count_message_tokens_empty_input
17
null
snap-stanford/MLAgentBench
import pytest from autogpt.models.base_open_ai_plugin import BaseOpenAIPlugin def dummy_plugin(): """A dummy plugin for testing purposes.""" manifests_specs_clients = { "manifest": { "name_for_model": "Dummy", "schema_version": "1.0", "description_for_model": "A dum...
None
assert
none_literal
MLAgentBench/agents/Auto-GPT/tests/unit/models/test_base_open_api_plugin.py
test_dummy_plugin_default_methods
59
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
10
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_create_chat_completion_valid_inputs
TestApiManager
90
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
mem1
assert
variable
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_get_relevant
95
null
snap-stanford/MLAgentBench
import importlib.util import inspect import os from types import ModuleType from typing import List CHALLENGES_DIR = os.path.join( os.path.dirname(os.path.realpath(__file__)), "../challenges" ) def get_python_files(directory: str, exclude_file: str) -> List[str]: """Recursively get all python files in a direc...
test_file)
assert_*
variable
MLAgentBench/agents/Auto-GPT/tests/challenges/test_challenge_should_be_formatted_properly.py
test_method_name_and_count
59
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
(prompt_tokens * 0.0013 + completion_tokens * 0.0025) / 1000
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_update_cost_completion_model
TestApiManager
122
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
mem2
assert
variable
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_get_relevant
96
null
snap-stanford/MLAgentBench
import functools import hashlib from pathlib import Path from unittest.mock import patch import pytest from PIL import Image from autogpt.agent.agent import Agent from autogpt.commands.image_gen import generate_image, generate_image_with_sd_webui from tests.utils import requires_api_key def image_size(request): ...
ValueError)
pytest.raises
variable
MLAgentBench/agents/Auto-GPT/tests/integration/test_image_gen.py
test_huggingface_fail_missing_api_token
252
null
snap-stanford/MLAgentBench
import json import tempfile from unittest import TestCase from xml.etree import ElementTree import docx import yaml from bs4 import BeautifulSoup from autogpt.commands.file_operations_utils import is_file_binary_fn, read_textual_file from autogpt.logs import logger plain_text_str = "Hello, world!" def mock_text_fil...
is_file_binary_fn(created_filepath))
self.assertEqual
func_call
MLAgentBench/agents/Auto-GPT/tests/unit/test_text_file_parsers.py
test_parsers
TestConfig
150
null
snap-stanford/MLAgentBench
from unittest.mock import patch import pytest from autogpt.config.ai_config import AIConfig from autogpt.setup import generate_aiconfig_automatic, prompt_user from tests.utils import requires_api_key @pytest.mark.vcr @requires_api_key("OPENAI_API_KEY") def test_generate_aiconfig_automatic_default(patched_api_request...
len(ai_config.ai_goals)
assert
func_call
MLAgentBench/agents/Auto-GPT/tests/integration/test_setup.py
test_generate_aiconfig_automatic_default
20
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_set_fast_llm_model(config: Config): """ Test if the set_fast_llm...
"gpt-3.5-turbo-test"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_set_fast_llm_model
62
null
snap-stanford/MLAgentBench
import hashlib import os import re from io import TextIOWrapper from pathlib import Path import pytest from pytest_mock import MockerFixture import autogpt.commands.file_operations as file_ops from autogpt.agent.agent import Agent from autogpt.memory.vector.memory_item import MemoryItem from autogpt.memory.vector.uti...
content
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_file_operations.py
test_log_operation
174
null
snap-stanford/MLAgentBench
from datetime import datetime from pytest_mock import MockerFixture from autogpt.agent.agent import Agent from autogpt.config import AIConfig from autogpt.config.config import Config from autogpt.llm.chat import create_chat_completion from autogpt.log_cycle.log_cycle import LogCycleHandler def test_get_self_feedback...
feedback
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_get_self_feedback.py
test_get_self_feedback
62
null
snap-stanford/MLAgentBench
from autogpt.agent.agent import Agent from autogpt.commands.web_requests import scrape_links class TestScrapeLinks: def test_scrape_links_with_few_hyperlinks(self, mocker, agent: Agent): """Test that scrape_links() correctly extracts and formats hyperlinks from a sample HTML containing a few hyperlinks.""...
"GitHub (https://github.com)"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_browse_scrape_links.py
test_scrape_links_with_few_hyperlinks
TestScrapeLinks
118
null
snap-stanford/MLAgentBench
from autogpt.agent.agent import Agent from autogpt.commands.web_requests import scrape_links class TestScrapeLinks: def test_scrape_links_with_few_hyperlinks(self, mocker, agent: Agent): """Test that scrape_links() correctly extracts and formats hyperlinks from a sample HTML containing a few hyperlinks.""...
"Google (https://www.google.com)"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_browse_scrape_links.py
test_scrape_links_with_few_hyperlinks
TestScrapeLinks
117
null
snap-stanford/MLAgentBench
import pytest from git.exc import GitCommandError from git.repo.base import Repo from autogpt.agent.agent import Agent from autogpt.commands.git_operations import clone_repository def mock_clone_from(mocker): return mocker.patch.object(Repo, "clone_from") def test_clone_auto_gpt_repository(workspace, mock_clone_...
expected_output
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_git_commands.py
test_clone_auto_gpt_repository
26
null
snap-stanford/MLAgentBench
import time from autogpt.spinner import Spinner ALMOST_DONE_MESSAGE = "Almost done..." PLEASE_WAIT = "Please wait..." def test_spinner_initializes_with_default_values(): """Tests that the spinner initializes with default values.""" with Spinner() as spinner: assert spinner.message ==
"Loading..."
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_spinner.py
test_spinner_initializes_with_default_values
34
null
snap-stanford/MLAgentBench
import pytest from pytest_mock import MockerFixture from autogpt.agent import Agent from autogpt.commands.file_operations import read_file, write_to_file from tests.challenges.challenge_decorator.challenge_decorator import challenge from tests.challenges.utils import get_workspace_path, run_interaction_loop OUTPUT_LO...
content
assert
variable
MLAgentBench/agents/Auto-GPT/tests/challenges/memory/test_memory_challenge_a.py
test_memory_challenge_a
42
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommandRegistry: def example_command_method(arg1: int, arg2: str) -> str: return f"{arg1} - {arg2}" def test...
cmd
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_register_command
TestCommandRegistry
88
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
total_budget
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_set_total_budget
TestApiManager
109
null
snap-stanford/MLAgentBench
import pytest from autogpt.llm.base import Message from autogpt.llm.utils import count_message_tokens, count_string_tokens def test_count_message_tokens_invalid_model(): """Invalid model should raise a NotImplementedError""" messages = [ Message("user", "Hello"), Message("assistant", "Hi there...
NotImplementedError)
pytest.raises
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_token_counter.py
test_count_message_tokens_invalid_model
26
null
snap-stanford/MLAgentBench
import time from autogpt.spinner import Spinner ALMOST_DONE_MESSAGE = "Almost done..." PLEASE_WAIT = "Please wait..." def test_spinner_stops_spinning(): """Tests that the spinner starts spinning and stops spinning without errors.""" with Spinner() as spinner: time.sleep(1) spinner.update_mess...
False
assert
bool_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_spinner.py
test_spinner_stops_spinning
52
null
snap-stanford/MLAgentBench
import pytest from autogpt.models.base_open_ai_plugin import BaseOpenAIPlugin def dummy_plugin(): """A dummy plugin for testing purposes.""" manifests_specs_clients = { "manifest": { "name_for_model": "Dummy", "schema_version": "1.0", "description_for_model": "A dum...
1
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/models/test_base_open_api_plugin.py
test_dummy_plugin_default_methods
66
null
snap-stanford/MLAgentBench
import time from autogpt.spinner import Spinner ALMOST_DONE_MESSAGE = "Almost done..." PLEASE_WAIT = "Please wait..." def test_spinner_initializes_with_custom_values(): """Tests that the spinner initializes with custom message and delay values.""" with Spinner(message=PLEASE_WAIT, delay=0.2) as spinner: ...
0.2
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_spinner.py
test_spinner_initializes_with_custom_values
42
null
snap-stanford/MLAgentBench
from autogpt.config.ai_config import AIConfig def test_ai_config_file_not_exists(workspace): """Test if file does not exist.""" config_file = workspace.get_path("ai_settings.yaml") ai_config = AIConfig.load(str(config_file)) assert ai_config.ai_name == "" assert ai_config.ai_role == "" asser...
[]
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_ai_config.py
test_ai_config_file_not_exists
56
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
1
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_get_stats
105
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommandRegistry: def example_command_method(arg1: int, arg2: str) -> str: return f"{arg1} - {arg2}" def test...
"Function-based test command"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_import_mock_commands_module
TestCommandRegistry
173
null
snap-stanford/MLAgentBench
import hashlib import os import re from io import TextIOWrapper from pathlib import Path import pytest from pytest_mock import MockerFixture import autogpt.commands.file_operations as file_ops from autogpt.agent.agent import Agent from autogpt.memory.vector.memory_item import MemoryItem from autogpt.memory.vector.uti...
files
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_file_operations.py
test_list_files
362
null
snap-stanford/MLAgentBench
from typing import List import pytest from autogpt.agent import Agent from autogpt.commands.file_operations import read_file from tests.challenges.challenge_decorator.challenge_decorator import challenge from tests.challenges.utils import get_workspace_path, run_interaction_loop CYCLE_COUNT_PER_LEVEL = [1, 1] EXPECT...
content
assert
variable
MLAgentBench/agents/Auto-GPT/tests/challenges/basic_abilities/test_write_file.py
test_write_file
40
null
snap-stanford/MLAgentBench
import pytest import requests from autogpt.agent.agent import Agent from autogpt.commands.web_requests import scrape_text class TestScrapeText: def test_scrape_text_with_html_tags(self, mocker, agent: Agent): """Test that scrape_text() properly handles HTML tags.""" # Create a mock response objec...
"This is bold text."
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_browse_scrape_text.py
test_scrape_text_with_html_tags
TestScrapeText
117
null
snap-stanford/MLAgentBench
import pytest from autogpt.llm.base import Message from autogpt.llm.utils import count_message_tokens, count_string_tokens def test_count_string_tokens(): """Test that the string tokens are counted correctly.""" string = "Hello, world!" assert count_string_tokens(string, model_name="gpt-3.5-turbo-0301")...
4
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_token_counter.py
test_count_string_tokens
42
null
snap-stanford/MLAgentBench
from autogpt.config.ai_config import AIConfig def test_goals_are_always_lists_of_strings(tmp_path): """Test if the goals attribute is always a list of strings.""" yaml_content = """ ai_goals: - Goal 1: Make a sandwich - Goal 2, Eat the sandwich - Goal 3 - Go to sleep - "Goal 4: Wake up" ai_name: McFamished ai...
4
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_ai_config.py
test_goals_are_always_lists_of_strings
27
null
snap-stanford/MLAgentBench
import math import time from unittest.mock import MagicMock import pytest from autogpt.agent import Agent from autogpt.config import AIConfig from autogpt.config.config import Config from autogpt.llm.base import ChatSequence, Message from autogpt.llm.providers.openai import OPEN_AI_CHAT_MODELS from autogpt.llm.utils ...
message_count
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_message_history.py
test_message_history_batch_summary
139
null
snap-stanford/MLAgentBench
import pytest from autogpt.models.base_open_ai_plugin import BaseOpenAIPlugin def dummy_plugin(): """A dummy plugin for testing purposes.""" manifests_specs_clients = { "manifest": { "name_for_model": "Dummy", "schema_version": "1.0", "description_for_model": "A dum...
2
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/models/test_base_open_api_plugin.py
test_dummy_plugin_default_methods
73
null
snap-stanford/MLAgentBench
import os import yaml from autogpt.config.config import Config from autogpt.plugins import inspect_zip_for_modules, scan_plugins from autogpt.plugins.plugin_config import PluginConfig PLUGINS_TEST_DIR = "tests/unit/data/test_plugins" PLUGIN_TEST_ZIP_FILE = "Auto-GPT-Plugin-Test-master.zip" PLUGIN_TEST_INIT_PY = "Aut...
{}
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_plugins.py
test_load_config
111
null
snap-stanford/MLAgentBench
import os from unittest.mock import patch import pytest import requests from autogpt.json_utils.utilities import extract_json_from_response, validate_json from autogpt.utils import ( get_bulletin_from_web, get_current_git_branch, get_latest_bulletin, readable_file_size, validate_yaml_file, ) from ...
""
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_utils.py
test_get_bulletin_from_web_failure
105
null
snap-stanford/MLAgentBench
import pytest from pytest import raises from autogpt.url_utils.validators import validate_url def dummy_method(url): return url class TestValidateUrl: def test_happy_path_valid_url(self): """Test that the function successfully validates a valid URL with http:// or https:// prefix""" @valida...
"http://www.google.com"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_url_validation.py
test_happy_path_valid_url
TestValidateUrl
91
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_missing_azure_config(config: Config, workspace: Workspace): config_f...
""
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_missing_azure_config
143
null
snap-stanford/MLAgentBench
import hashlib import os import re from io import TextIOWrapper from pathlib import Path import pytest from pytest_mock import MockerFixture import autogpt.commands.file_operations as file_ops from autogpt.agent.agent import Agent from autogpt.memory.vector.memory_item import MemoryItem from autogpt.memory.vector.uti...
expected_content
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_file_operations.py
test_replace_in_file_all_occurrences
259
null
snap-stanford/MLAgentBench
import pytest from autogpt.models.base_open_ai_plugin import BaseOpenAIPlugin def dummy_plugin(): """A dummy plugin for testing purposes.""" manifests_specs_clients = { "manifest": { "name_for_model": "Dummy", "schema_version": "1.0", "description_for_model": "A dum...
"Dummy"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/models/test_base_open_api_plugin.py
test_dummy_plugin_name
32
null
snap-stanford/MLAgentBench
import pytest from autogpt.agent import Agent from tests.challenges.challenge_decorator.challenge_decorator import challenge from tests.challenges.utils import run_interaction_loop CYCLE_COUNT = 2 @challenge() def test_browse_website( browser_agent: Agent, patched_api_requestor: None, monkeypatch: pytest...
content
assert
variable
MLAgentBench/agents/Auto-GPT/tests/challenges/basic_abilities/test_browse_website.py
test_browse_website
25
null
snap-stanford/MLAgentBench
import hashlib import os import re from io import TextIOWrapper from pathlib import Path import pytest from pytest_mock import MockerFixture import autogpt.commands.file_operations as file_ops from autogpt.agent.agent import Agent from autogpt.memory.vector.memory_item import MemoryItem from autogpt.memory.vector.uti...
expected_state
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_file_operations.py
test_file_operations_state
117
null
snap-stanford/MLAgentBench
import functools import hashlib from pathlib import Path from unittest.mock import patch import pytest from PIL import Image from autogpt.agent.agent import Agent from autogpt.commands.image_gen import generate_image, generate_image_with_sd_webui from tests.utils import requires_api_key def image_size(request): ...
delay)
assert_*
variable
MLAgentBench/agents/Auto-GPT/tests/integration/test_image_gen.py
test_huggingface_fail_request_with_delay
153
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_missing_azure_config(config: Config, workspace: Workspace): config_f...
FileNotFoundError)
pytest.raises
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_missing_azure_config
136
null
snap-stanford/MLAgentBench
import os import random import string import tempfile from typing import Callable import pytest import autogpt.commands.execute_code as sut # system under testing from autogpt.agent.agent import Agent from autogpt.config import Config def random_code(random_string) -> Callable: return f"print('Hello {random_str...
f"Hello {random_string}!\n"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/integration/test_execute_code.py
test_execute_python_file
36
null
snap-stanford/MLAgentBench
from autogpt.config.ai_config import AIConfig def test_goals_are_always_lists_of_strings(tmp_path): """Test if the goals attribute is always a list of strings.""" yaml_content = """ ai_goals: - Goal 1: Make a sandwich - Goal 2, Eat the sandwich - Goal 3 - Go to sleep - "Goal 4: Wake up" ai_name: McFamished ai...
"Goal 3 - Go to sleep"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_ai_config.py
test_goals_are_always_lists_of_strings
30
null
snap-stanford/MLAgentBench
import pytest from pytest import raises from autogpt.url_utils.validators import validate_url def dummy_method(url): return url class TestValidateUrl: def test_happy_path_valid_url(self): """Test that the function successfully validates a valid URL with http:// or https:// prefix""" @valida...
"https://www.google.com"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_url_validation.py
test_happy_path_valid_url
TestValidateUrl
90
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
[]
assert
collection
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_clear
60
null
snap-stanford/MLAgentBench
import pytest from autogpt.models.base_open_ai_plugin import BaseOpenAIPlugin def dummy_plugin(): """A dummy plugin for testing purposes.""" manifests_specs_clients = { "manifest": { "name_for_model": "Dummy", "schema_version": "1.0", "description_for_model": "A dum...
"1.0"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/models/test_base_open_api_plugin.py
test_dummy_plugin_version
37
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
memory_item
assert
variable
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_add
55
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_set_smart_llm_model(config: Config): """ Test if the set_smart_l...
"gpt-4-test"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_set_smart_llm_model
76
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_initial_values(config: Config): """ Test if the initial values o...
"gpt-3.5-turbo"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_initial_values
22
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
(600 * 0.0013 + 1200 * 0.0025) / 1000
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_getter_methods
TestApiManager
100
null
snap-stanford/MLAgentBench
from autogpt.agent.agent import Agent from autogpt.commands.web_requests import scrape_links class TestScrapeLinks: def test_valid_url(self, mocker, agent: Agent): """Test that the function returns correctly formatted hyperlinks when given a valid url.""" # Mock the requests.get() function to retu...
["Google (https://www.google.com)"]
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_browse_scrape_links.py
test_valid_url
TestScrapeLinks
67
null
snap-stanford/MLAgentBench
import os import random import string import tempfile from typing import Callable import pytest import autogpt.commands.execute_code as sut # system under testing from autogpt.agent.agent import Agent from autogpt.config import Config def random_code(random_string) -> Callable: return f"print('Hello {random_str...
random_code
assert
variable
MLAgentBench/agents/Auto-GPT/tests/integration/test_execute_code.py
test_execute_python_code
50
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock import pytest from autogpt.agent import Agent from autogpt.config import AIConfig from autogpt.config.config import Config def agent(config: Config): ai_name = "Test AI" memory = MagicMock() next_action_count = 0 command_registry = MagicMock() ai_config = AICon...
"Test AI"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_agent.py
test_agent_initialization
36
null
snap-stanford/MLAgentBench
import time from autogpt.spinner import Spinner ALMOST_DONE_MESSAGE = "Almost done..." PLEASE_WAIT = "Please wait..." def test_spinner_initializes_with_custom_values(): """Tests that the spinner initializes with custom message and delay values.""" with Spinner(message=PLEASE_WAIT, delay=0.2) as spinner: ...
PLEASE_WAIT
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_spinner.py
test_spinner_initializes_with_custom_values
41
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
completion_tokens
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_update_cost_completion_model
TestApiManager
121
null
snap-stanford/MLAgentBench
import math import time from unittest.mock import MagicMock import pytest from autogpt.agent import Agent from autogpt.config import AIConfig from autogpt.config.config import Config from autogpt.llm.base import ChatSequence, Message from autogpt.llm.providers.openai import OPEN_AI_CHAT_MODELS from autogpt.llm.utils ...
Message( role="system", content="This reminds you of these events from your past: \n" + mock_summary_text, type=None, )
assert
func_call
MLAgentBench/agents/Auto-GPT/tests/unit/test_message_history.py
test_message_history_batch_summary
140
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommand: def example_command_method(arg1: int, arg2: str) -> str: """Example function for testing the Command cla...
self.example_command_method
assert
complex_expr
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_command_creation
TestCommand
33
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
[mem4, mem1]
assert
collection
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_get_relevant
98
null
snap-stanford/MLAgentBench
import json import tempfile from unittest import TestCase from xml.etree import ElementTree import docx import yaml from bs4 import BeautifulSoup from autogpt.commands.file_operations_utils import is_file_binary_fn, read_textual_file from autogpt.logs import logger plain_text_str = "Hello, world!" def mock_text_fil...
loaded_text)
self.assertIn
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_text_file_parsers.py
test_parsers
TestConfig
148
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_missing_azure_config(config: Config, workspace: Workspace): config_f...
"azure"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_missing_azure_config
142
null
snap-stanford/MLAgentBench
import pytest from pytest import raises from autogpt.url_utils.validators import validate_url def dummy_method(url): return url @pytest.mark.parametrize("url", successful_test_data) def test_url_validation_succeeds(url): assert dummy_method(url) ==
url
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_url_validation.py
test_url_validation_succeeds
49
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture from autogpt.llm.api_manager import OPEN_AI_MODELS, ApiManager api_manager = ApiManager() def reset_api_manager(): api_manager.reset() yield def mock_costs(mocker: MockerFixture): mocker.patch.multiple( ...
600
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_api_manager.py
test_getter_methods
TestApiManager
98
null
snap-stanford/MLAgentBench
import os import yaml from autogpt.config.config import Config from autogpt.plugins import inspect_zip_for_modules, scan_plugins from autogpt.plugins.plugin_config import PluginConfig PLUGINS_TEST_DIR = "tests/unit/data/test_plugins" PLUGIN_TEST_ZIP_FILE = "Auto-GPT-Plugin-Test-master.zip" PLUGIN_TEST_INIT_PY = "Aut...
{ "a": {"enabled": True, "config": {}}, "b": {"enabled": True, "config": {}}, "c": {"enabled": False, "config": {}}, "d": {"enabled": False, "config": {}}, }
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_plugins.py
test_create_base_config
85
null
snap-stanford/MLAgentBench
from autogpt.agent import Agent from autogpt.app import execute_command def check_plan(): return "hi" def test_execute_command_plugin(agent: Agent): """Test that executing a command that came from a plugin works as expected""" agent.ai_config.prompt_generator.add_command( "check_plan", "Re...
"hi"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_execute_command.py
test_execute_command_plugin
24
null
snap-stanford/MLAgentBench
from unittest.mock import patch import pytest from autogpt.config.ai_config import AIConfig from autogpt.setup import generate_aiconfig_automatic, prompt_user from tests.utils import requires_api_key @pytest.mark.vcr @requires_api_key("OPENAI_API_KEY") def test_generate_aiconfig_automatic_default(patched_api_request...
None
assert
none_literal
MLAgentBench/agents/Auto-GPT/tests/integration/test_setup.py
test_generate_aiconfig_automatic_default
18
null
snap-stanford/MLAgentBench
import pytest from autogpt.json_utils.json_fix_llm import fix_and_parse_json def test_valid_json(): """Test that a valid JSON string is parsed correctly.""" json_str = '{"name": "John", "age": 30, "city": "New York"}' obj = fix_and_parse_json(json_str) assert obj ==
{"name": "John", "age": 30, "city": "New York"}
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/_test_json_parser.py
test_valid_json
10
null
snap-stanford/MLAgentBench
import os import yaml from autogpt.config.config import Config from autogpt.plugins import inspect_zip_for_modules, scan_plugins from autogpt.plugins.plugin_config import PluginConfig PLUGINS_TEST_DIR = "tests/unit/data/test_plugins" PLUGIN_TEST_ZIP_FILE = "Auto-GPT-Plugin-Test-master.zip" PLUGIN_TEST_INIT_PY = "Aut...
4
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_plugins.py
test_create_base_config
75
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock import pytest from autogpt.agent import Agent from autogpt.config import AIConfig from autogpt.config.config import Config def agent(config: Config): ai_name = "Test AI" memory = MagicMock() next_action_count = 0 command_registry = MagicMock() ai_config = AICon...
agent.memory
assert
complex_expr
MLAgentBench/agents/Auto-GPT/tests/unit/test_agent.py
test_agent_initialization
37
null
snap-stanford/MLAgentBench
import os from unittest.mock import patch import pytest import requests from autogpt.json_utils.utilities import extract_json_from_response, validate_json from autogpt.utils import ( get_bulletin_from_web, get_current_git_branch, get_latest_bulletin, readable_file_size, validate_yaml_file, ) from ...
"test-branch"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_utils.py
test_get_current_git_branch_success
177
null
snap-stanford/MLAgentBench
import pytest from pytest import raises from autogpt.url_utils.validators import validate_url def dummy_method(url): return url class TestValidateUrl: def test_general_behavior_additional_path_parameters_query_string(self): """Test that the function successfully validates a valid URL with additional...
"https://www.google.com/search?q=python"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_url_validation.py
test_general_behavior_additional_path_parameters_query_string
TestValidateUrl
101
null
snap-stanford/MLAgentBench
import time from autogpt.spinner import Spinner ALMOST_DONE_MESSAGE = "Almost done..." PLEASE_WAIT = "Please wait..." def test_spinner_updates_message_and_still_spins(): """Tests that the spinner message can be updated while the spinner is running and the spinner continues spinning.""" with Spinner() as spin...
True
assert
bool_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_spinner.py
test_spinner_updates_message_and_still_spins
58
null
snap-stanford/MLAgentBench
import functools import hashlib from pathlib import Path from unittest.mock import patch import pytest from PIL import Image from autogpt.agent.agent import Agent from autogpt.commands.image_gen import generate_image, generate_image_with_sd_webui from tests.utils import requires_api_key def image_size(request): ...
(image_size, image_size)
assert
collection
MLAgentBench/agents/Auto-GPT/tests/integration/test_image_gen.py
generate_and_validate
106
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommand: def example_command_method(arg1: int, arg2: str) -> str: """Example function for testing the Command cla...
"example"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_command_creation
TestCommand
31
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommandRegistry: def example_command_method(arg1: int, arg2: str) -> str: return f"{arg1} - {arg2}" def test...
command_prompt
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_get_command_prompt
TestCommandRegistry
162
null
snap-stanford/MLAgentBench
import json import pytest from googleapiclient.errors import HttpError from autogpt.agent.agent import Agent from autogpt.commands.google_search import ( google_official_search, google_search, safe_google_results, ) def test_safe_google_results_invalid_input(): with pytest.raises(
AttributeError)
pytest.raises
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_google_search.py
test_safe_google_results_invalid_input
25
null
snap-stanford/MLAgentBench
import pytest from pytest_mock import MockerFixture from autogpt.agent.agent import Agent from autogpt.commands.web_selenium import browse_website from tests.utils import requires_api_key @pytest.mark.vcr @requires_api_key("OPENAI_API_KEY") def test_browse_website(agent: Agent, patched_api_requestor: MockerFixture): ...
200
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/integration/test_web_selenium.py
test_browse_website
18
null
snap-stanford/MLAgentBench
from unittest.mock import MagicMock import pytest from autogpt.agent import Agent from autogpt.config import AIConfig from autogpt.config.config import Config def agent(config: Config): ai_name = "Test AI" memory = MagicMock() next_action_count = 0 command_registry = MagicMock() ai_config = AICon...
agent.ai_config
assert
complex_expr
MLAgentBench/agents/Auto-GPT/tests/unit/test_agent.py
test_agent_initialization
41
null
snap-stanford/MLAgentBench
from autogpt.config.ai_config import AIConfig def test_goals_are_always_lists_of_strings(tmp_path): """Test if the goals attribute is always a list of strings.""" yaml_content = """ ai_goals: - Goal 1: Make a sandwich - Goal 2, Eat the sandwich - Goal 3 - Go to sleep - "Goal 4: Wake up" ai_name: McFamished ai...
"Goal 1: Make a sandwich"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_ai_config.py
test_goals_are_always_lists_of_strings
28
null
snap-stanford/MLAgentBench
import pytest import requests from autogpt.agent.agent import Agent from autogpt.commands.web_requests import scrape_text class TestScrapeText: def test_no_text(self, mocker, agent: Agent): """Test that scrape_text returns an empty string when the html page contains no text to be scraped.""" # Mo...
""
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_browse_scrape_text.py
test_no_text
TestScrapeText
91
null
snap-stanford/MLAgentBench
from unittest import TestCase from autogpt.prompts.generator import PromptGenerator class TestPromptGenerator(TestCase): def setUpClass(cls): """ Set up the initial state for each test method by creating an instance of PromptGenerator. """ cls.generator = PromptGenerator() de...
self.generator.constraints)
self.assertIn
complex_expr
MLAgentBench/agents/Auto-GPT/tests/unit/test_prompt_generator.py
test_add_constraint
TestPromptGenerator
26
null
snap-stanford/MLAgentBench
import orjson import pytest from autogpt.config import Config from autogpt.memory.vector import JSONFileMemory, MemoryItem from autogpt.workspace import Workspace from tests.utils import requires_api_key def cleanup_sut_singleton(): if JSONFileMemory in JSONFileMemory._instances: del JSONFileMemory._insta...
mem3
assert
variable
MLAgentBench/agents/Auto-GPT/tests/integration/memory/test_json_file_memory.py
test_json_memory_get_relevant
97
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommand: def example_command_method(arg1: int, arg2: str) -> str: """Example function for testing the Command cla...
"1 - test"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_command_call
TestCommand
45
null
snap-stanford/MLAgentBench
import time from autogpt.spinner import Spinner ALMOST_DONE_MESSAGE = "Almost done..." PLEASE_WAIT = "Please wait..." def test_spinner_updates_message_and_still_spins(): """Tests that the spinner message can be updated while the spinner is running and the spinner continues spinning.""" with Spinner() as spin...
ALMOST_DONE_MESSAGE
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_spinner.py
test_spinner_updates_message_and_still_spins
62
null
snap-stanford/MLAgentBench
from unittest import mock from unittest.mock import patch import pytest from autogpt.config.config import Config from autogpt.configurator import GPT_3_MODEL, GPT_4_MODEL, create_config from autogpt.workspace.workspace import Workspace def test_missing_azure_config(config: Config, workspace: Workspace): config_f...
{}
assert
collection
MLAgentBench/agents/Auto-GPT/tests/unit/test_config.py
test_missing_azure_config
145
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommandRegistry: def example_command_method(arg1: int, arg2: str) -> str: return f"{arg1} - {arg2}" def test...
"function_based"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_import_mock_commands_module
TestCommandRegistry
172
null
snap-stanford/MLAgentBench
import pytest from pytest_mock import MockerFixture from autogpt.agent import Agent from autogpt.commands.file_operations import read_file, write_to_file from tests.challenges.challenge_decorator.challenge_decorator import challenge from tests.challenges.utils import ( generate_noise, get_workspace_path, r...
content
assert
variable
MLAgentBench/agents/Auto-GPT/tests/challenges/memory/test_memory_challenge_c.py
test_memory_challenge_c
66
null
snap-stanford/MLAgentBench
import hashlib import os import re from io import TextIOWrapper from pathlib import Path import pytest from pytest_mock import MockerFixture import autogpt.commands.file_operations as file_ops from autogpt.agent.agent import Agent from autogpt.memory.vector.memory_item import MemoryItem from autogpt.memory.vector.uti...
None
assert
none_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_file_operations.py
test_text_checksum
180
null
snap-stanford/MLAgentBench
import pytest from autogpt.logs import remove_color_codes @pytest.mark.parametrize( "raw_text, clean_text", [ ( "COMMAND = \x1b[36mbrowse_website\x1b[0m ARGUMENTS = \x1b[36m{'url': 'https://www.google.com', 'question': 'What is the capital of France?'}\x1b[0m", "COMMAND = brow...
clean_text
assert
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_logs.py
test_remove_color_codes
28
null
snap-stanford/MLAgentBench
import os import yaml from autogpt.config.config import Config from autogpt.plugins import inspect_zip_for_modules, scan_plugins from autogpt.plugins.plugin_config import PluginConfig PLUGINS_TEST_DIR = "tests/unit/data/test_plugins" PLUGIN_TEST_ZIP_FILE = "Auto-GPT-Plugin-Test-master.zip" PLUGIN_TEST_INIT_PY = "Aut...
1
assert
numeric_literal
MLAgentBench/agents/Auto-GPT/tests/unit/test_plugins.py
test_scan_plugins_openai
24
null
snap-stanford/MLAgentBench
import pytest from autogpt.agent.agent_manager import AgentManager from autogpt.llm.chat import create_chat_completion def agent_manager(): # Hack, real gross. Singletons are not good times. yield AgentManager() del AgentManager._instances[AgentManager] def task(): return "translate English to French...
agent_manager.agents
assert
complex_expr
MLAgentBench/agents/Auto-GPT/tests/unit/test_agent_manager.py
test_create_agent
43
null
snap-stanford/MLAgentBench
import os import random import string import tempfile from typing import Callable import pytest import autogpt.commands.execute_code as sut # system under testing from autogpt.agent.agent import Agent from autogpt.config import Config def random_code(random_string) -> Callable: return f"print('Hello {random_str...
result
assert
variable
MLAgentBench/agents/Auto-GPT/tests/integration/test_execute_code.py
test_execute_shell
91
null
snap-stanford/MLAgentBench
import pytest from autogpt.models.base_open_ai_plugin import BaseOpenAIPlugin def dummy_plugin(): """A dummy plugin for testing purposes.""" manifests_specs_clients = { "manifest": { "name_for_model": "Dummy", "schema_version": "1.0", "description_for_model": "A dum...
"A dummy plugin for testing purposes"
assert
string_literal
MLAgentBench/agents/Auto-GPT/tests/unit/models/test_base_open_api_plugin.py
test_dummy_plugin_description
42
null
snap-stanford/MLAgentBench
import os import shutil import sys from pathlib import Path import pytest from autogpt.commands.command import Command, CommandRegistry SIGNATURE = "(arg1: int, arg2: str) -> str" class TestCommand: def example_command_method(arg1: int, arg2: str) -> str: """Example function for testing the Command cla...
TypeError)
pytest.raises
variable
MLAgentBench/agents/Auto-GPT/tests/unit/test_commands.py
test_command_call_with_invalid_arguments
TestCommand
55
null