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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
auth0/auth0-python | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | train | train | auth0/test_async/test_asyncify.py | test_user_info | assert_* | func_call | 65 | import base64
import json
import platform
import re
import sys
import unittest
from tempfile import TemporaryFile
from unittest.mock import ANY, MagicMock
import aiohttp
from aioresponses import CallbackResult, aioresponses
from callee import Attrs
from auth0.asyncify import asyncify
from auth0.authentication import ... | Attrs(path="/userinfo")) | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | v2_extractor_at_anchor |
auth0/auth0-python | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | train | train | auth0/test_async/test_asyncify.py | test_post_auth | assert_* | func_call | 65 | import base64
import json
import platform
import re
import sys
import unittest
from tempfile import TemporaryFile
from unittest.mock import ANY, MagicMock
import aiohttp
from aioresponses import CallbackResult, aioresponses
from callee import Attrs
from auth0.asyncify import asyncify
from auth0.authentication import ... | Attrs(path="/oauth/token")) | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | v2_extractor_at_anchor |
auth0/auth0-python | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | train | train | auth0/test_async/test_async_auth0.py | test_get | assert_* | func_call | 30 | import re
import unittest
from unittest.mock import ANY, MagicMock
from aioresponses import CallbackResult, aioresponses
from callee import Attrs
from auth0.management.async_auth0 import AsyncAuth0 as Auth0
clients = re.compile(r"^https://example\.com/api/v2/clients.*")
factors = re.compile(r"^https://example\.com/a... | Attrs(path="/api/v2/clients")) | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | v2_extractor_at_anchor |
auth0/auth0-python | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | train | train | auth0/test_async/test_asyncify.py | test_get | assert_* | func_call | 62 | import base64
import json
import platform
import re
import sys
import unittest
from tempfile import TemporaryFile
from unittest.mock import ANY, MagicMock
import aiohttp
from aioresponses import CallbackResult, aioresponses
from callee import Attrs
from auth0.asyncify import asyncify
from auth0.authentication import ... | Attrs(path="/api/v2/clients")) | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | v2_extractor_at_anchor |
auth0/auth0-python | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | train | train | auth0/test_async/test_async_token_verifier.py | test_async_get_jwks_json_twice_on_cache_expired | assert_* | func_call | 74 | import time
import unittest
from unittest.mock import ANY
import jwt
from aioresponses import aioresponses
from callee import Attrs
from cryptography.hazmat.primitives import serialization
from .. import TokenValidationError
from ..authentication.async_token_verifier import (
AsyncAsymmetricSignatureVerifier,
... | Attrs(path="/.well-known/jwks.json")) | e7d5f1c2a160ea3f2cea7cc49bdbac5608b8bb9e | 125 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_lifecycle.py | test_cleanup_agents_removes_stopped_agents | self.assertEqual | numeric_literal | 24 | import unittest
from unittest.mock import Mock, patch
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_persistence_manager import AgentPersistenceManager
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentLifecycle(unittest.TestCase):
... | 0) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_lifecycle.py | test_create_prime_agent_adds_agent | self.assertEqual | numeric_literal | 24 | import unittest
from unittest.mock import Mock, patch
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_persistence_manager import AgentPersistenceManager
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentLifecycle(unittest.TestCase):
... | 1) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_lifecycle.py | test_generate_llm_prompt_returns_prompt | self.assertEqual | variable | 23 | import unittest
from unittest.mock import Mock, patch
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_persistence_manager import AgentPersistenceManager
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentLifecycle(unittest.TestCase):
... | expected_prompt) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_lifecycle.py | test_save_agent_calls_persistence_save | assert_* | complex_expr | 21 | import unittest
from unittest.mock import Mock, patch
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_persistence_manager import AgentPersistenceManager
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentLifecycle(unittest.TestCase):
... | self.dummy_agent) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_lifecycle.py | test_create_prime_agent_adds_agent | self.assertEqual | string_literal | 25 | import unittest
from unittest.mock import Mock, patch
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_persistence_manager import AgentPersistenceManager
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentLifecycle(unittest.TestCase):
... | "Bootstrap Agent") | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_persistance_manager.py | test_load_all_agents | self.assertEqual | numeric_literal | 27 | import unittest
from unittest.mock import Mock, patch
from agents.agent_serializer import AgentSerializer
from agents.agent_persistence_manager import AgentPersistenceManager
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgent... | 2) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_persistance_manager.py | test_load_agent_non_existing | self.assertIsNone | variable | 24 | import unittest
from unittest.mock import Mock, patch
from agents.agent_serializer import AgentSerializer
from agents.agent_persistence_manager import AgentPersistenceManager
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgent... | result) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_persistance_manager.py | test_save_agent_working_not_prime | assert_* | variable | 29 | import unittest
from unittest.mock import Mock, patch
from agents.agent_serializer import AgentSerializer
from agents.agent_persistence_manager import AgentPersistenceManager
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgent... | mock_agent_dict) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_persistance_manager.py | test_load_agent_existing | assert_* | complex_expr | 29 | import unittest
from unittest.mock import Mock, patch
from agents.agent_serializer import AgentSerializer
from agents.agent_persistence_manager import AgentPersistenceManager
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgent... | self.mock_openai_wrapper) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_response.py | test_parse_agent_info | self.assertEqual | string_literal | 23 | import unittest
from agents.agent_response import AgentResponse
class TestAgentResponse(unittest.TestCase):
def setUp(self):
# Setup your OpenAIAPIWrapper, Manager, and other dependencies here
# For the test, we can use mock objects or simplified versions
self.agent_response = AgentRespons... | '') | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_response.py | test_parse_agent_info | self.assertRaises | variable | 33 | import unittest
from agents.agent_response import AgentResponse
class TestAgentResponse(unittest.TestCase):
def setUp(self):
# Setup your OpenAIAPIWrapper, Manager, and other dependencies here
# For the test, we can use mock objects or simplified versions
self.agent_response = AgentRespons... | IndexError) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_response.py | test_parse_agent_info | self.assertEqual | string_literal | 16 | import unittest
from agents.agent_response import AgentResponse
class TestAgentResponse(unittest.TestCase):
def setUp(self):
# Setup your OpenAIAPIWrapper, Manager, and other dependencies here
# For the test, we can use mock objects or simplified versions
self.agent_response = AgentRespons... | 'ReadTitle') | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_response.py | test_parse_agent_info | self.assertEqual | string_literal | 28 | import unittest
from agents.agent_response import AgentResponse
class TestAgentResponse(unittest.TestCase):
def setUp(self):
# Setup your OpenAIAPIWrapper, Manager, and other dependencies here
# For the test, we can use mock objects or simplified versions
self.agent_response = AgentRespons... | 'DataAgent') | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_full_serialization | self.assertEqual | numeric_literal | 30 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_full_serialization(self):
self.mock_... | 3) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_deserialization | self.assertEqual | numeric_literal | 32 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_deserialization(self):
self.mock_age... | 2) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_deserialization | self.assertEqual | numeric_literal | 33 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_deserialization(self):
self.mock_age... | 5) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_full_serialization | self.assertEqual | numeric_literal | 27 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_full_serialization(self):
self.mock_... | 10) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_full_serialization | self.assertEqual | numeric_literal | 31 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_full_serialization(self):
self.mock_... | 20) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_full_serialization | self.assertEqual | string_literal | 25 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_full_serialization(self):
self.mock_... | "purpose") | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_serializer.py | test_full_serialization | self.assertEqual | collection | 26 | import numpy as np
import unittest
from agents.microagent import MicroAgent
from agents.agent_serializer import AgentSerializer
from unittest.mock import Mock
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSerializer(unittest.TestCase):
def test_full_serialization(self):
self.mock_... | [1, 2, 3]) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_similarity.py | test_find_closest_agent | self.assertAlmostEqual | numeric_literal | 34 | import unittest
from unittest.mock import Mock
import numpy as np
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_similarity import AgentSimilarity
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSimilarity(unittest.TestCase):
d... | 1.0) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_agent_similarity.py | test_find_closest_agent | self.assertIsNotNone | variable | 33 | import unittest
from unittest.mock import Mock
import numpy as np
from agents.agent_lifecycle import AgentLifecycle
from agents.agent_similarity import AgentSimilarity
from agents.microagent import MicroAgent
from integrations.openaiwrapper import OpenAIAPIWrapper
class TestAgentSimilarity(unittest.TestCase):
d... | closest_agent) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_loghandler.py | test_log_clear | self.assertEqual | numeric_literal | 18 | import unittest
import logging
from gradio_ui.log_handler import ListLogHandler
class TestListLogHandler(unittest.TestCase):
def setUp(self):
self.logger = logging.getLogger("test_logger")
self.log_handler = ListLogHandler()
self.log_handler.setLevel(logging.DEBUG)
self.logger.addH... | 0) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_loghandler.py | test_log_capture | self.assertIn | variable | 18 | import unittest
import logging
from gradio_ui.log_handler import ListLogHandler
class TestListLogHandler(unittest.TestCase):
def setUp(self):
self.logger = logging.getLogger("test_logger")
self.log_handler = ListLogHandler()
self.log_handler.setLevel(logging.DEBUG)
self.logger.addH... | logs) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_microagent_manager.py | test_init | self.assertIsInstance | variable | 19 | import unittest
from unittest.mock import Mock, patch
from agents.microagent_manager import MicroAgentManager
class TestMicroAgentManager(unittest.TestCase):
def setUp(self):
self.api_key = "dummy_api_key"
self.max_agents = 20
self.db_filename = "agents.db"
self.micro_agent_manager... | MicroAgentManager) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_agent_persistance.py | test_save_agent | self.assertIsNotNone | variable | 32 | import unittest
import sqlite3
import tempfile
import os
import json
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
class TestSQLiteAgentPersistence(unittest.TestCase):
def setUp(self):
self.db_file = tempfile.mktemp()
self.persistence = SQLiteAgentPersistence(filename=se... | data) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_agent_persistance.py | test_load_all_purposes | self.assertIn | variable | 31 | import unittest
import sqlite3
import tempfile
import os
import json
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
class TestSQLiteAgentPersistence(unittest.TestCase):
def setUp(self):
self.db_file = tempfile.mktemp()
self.persistence = SQLiteAgentPersistence(filename=se... | purposes) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_agent_persistance.py | test_fetch_agent | self.assertEqual | variable | 29 | import unittest
import sqlite3
import tempfile
import os
import json
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
class TestSQLiteAgentPersistence(unittest.TestCase):
def setUp(self):
self.db_file = tempfile.mktemp()
self.persistence = SQLiteAgentPersistence(filename=se... | agent_dict) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_agent_persistance.py | test_initialize_database | self.assertIsNotNone | func_call | 28 | import unittest
import sqlite3
import tempfile
import os
import json
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
class TestSQLiteAgentPersistence(unittest.TestCase):
def setUp(self):
self.db_file = tempfile.mktemp()
self.persistence = SQLiteAgentPersistence(filename=se... | cursor.fetchone()) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_agent_persistance.py | test_non_existent_agent | self.assertIsNone | func_call | 25 | import unittest
import sqlite3
import tempfile
import os
import json
from integrations.sqlite_agent_persistence import SQLiteAgentPersistence
class TestSQLiteAgentPersistence(unittest.TestCase):
def setUp(self):
self.db_file = tempfile.mktemp()
self.persistence = SQLiteAgentPersistence(filename=se... | self.persistence.fetch_agent('non_existent')) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_memoization.py | test_memoization_decorator_caches_function_output | self.assertEqual | string_literal | 27 | import unittest
from unittest.mock import MagicMock
from integrations.memoize import SQLiteMemoization, memoize_to_sqlite
import uuid
import os
class TestSQLiteMemoization(unittest.TestCase):
def setUpClass(cls):
cls.db_file = 'test.db'
cls.memoizer = SQLiteMemoization(cls.db_file)
cls.mem... | "pong") | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_memoization.py | test_initialization_creates_cache_table | self.assertIsNotNone | func_call | 22 | import unittest
from unittest.mock import MagicMock
from integrations.memoize import SQLiteMemoization, memoize_to_sqlite
import uuid
import os
class TestSQLiteMemoization(unittest.TestCase):
def setUpClass(cls):
cls.db_file = 'test.db'
cls.memoizer = SQLiteMemoization(cls.db_file)
cls.mem... | cursor.fetchone()) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_memoization.py | test_resource_management_closes_connection | self.assertIsNone | complex_expr | 22 | import unittest
from unittest.mock import MagicMock
from integrations.memoize import SQLiteMemoization, memoize_to_sqlite
import uuid
import os
class TestSQLiteMemoization(unittest.TestCase):
def setUpClass(cls):
cls.db_file = 'test.db'
cls.memoizer = SQLiteMemoization(cls.db_file)
cls.mem... | memoizer.connection) | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_memoization.py | test_hash_computation_returns_string | self.assertIsInstance | string_literal | 21 | import unittest
from unittest.mock import MagicMock
from integrations.memoize import SQLiteMemoization, memoize_to_sqlite
import uuid
import os
class TestSQLiteMemoization(unittest.TestCase):
def setUpClass(cls):
cls.db_file = 'test.db'
cls.memoizer = SQLiteMemoization(cls.db_file)
cls.mem... | "Hash computation should return a string") | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
aymenfurter/microagents | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | train | train | tests/test_sqlite_memoization.py | test_caching_mechanism_stores_and_retrieves_data_correctly | self.assertEqual | string_literal | 23 | import unittest
from unittest.mock import MagicMock
from integrations.memoize import SQLiteMemoization, memoize_to_sqlite
import uuid
import os
class TestSQLiteMemoization(unittest.TestCase):
def setUpClass(cls):
cls.db_file = 'test.db'
cls.memoizer = SQLiteMemoization(cls.db_file)
cls.mem... | "Caching mechanism should store and retrieve data correctly") | 0e6d7701ff4ef119304a460673dfab48230f2592 | 5 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_bernoulli.py | test_moments | self.assertEqual | numeric_literal | 23 | import numpy as np
import scipy
from bayespy.nodes import (Bernoulli,
Beta,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBernoulli(TestCase):
def test_moments(self):
"""
Test the moments of Bern... | 1) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_bernoulli.py | test_init | self.assertEqual | collection | 26 | import numpy as np
import scipy
from bayespy.nodes import (Bernoulli,
Beta,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBernoulli(TestCase):
def test_init(self):
"""
Test the creation of Bernou... | (4,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_bernoulli.py | test_init | self.assertRaises | variable | 36 | import numpy as np
import scipy
from bayespy.nodes import (Bernoulli,
Beta,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBernoulli(TestCase):
def test_init(self):
"""
Test the creation of Bernou... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_beta.py | test_init | self.assertEqual | collection | 23 | import numpy as np
from scipy import special
from bayespy.nodes import Beta
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBeta(TestCase):
def test_init(self):
"""
Test the creation of beta nodes.
"""
# Some simple initializations
p =... | (4,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_beta.py | test_init | self.assertRaises | variable | 30 | import numpy as np
from scipy import special
from bayespy.nodes import Beta
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBeta(TestCase):
def test_init(self):
"""
Test the creation of beta nodes.
"""
# Some simple initializations
p =... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_binomial.py | test_moments | self.assertEqual | numeric_literal | 23 | import numpy as np
import scipy
from bayespy.nodes import (Binomial,
Beta,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBinomial(TestCase):
def test_moments(self):
"""
Test the moments of binomi... | 1) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_binomial.py | test_init | self.assertEqual | collection | 26 | import numpy as np
import scipy
from bayespy.nodes import (Binomial,
Beta,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBinomial(TestCase):
def test_init(self):
"""
Test the creation of binomial... | (4,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_binomial.py | test_init | self.assertRaises | variable | 40 | import numpy as np
import scipy
from bayespy.nodes import (Binomial,
Beta,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestBinomial(TestCase):
def test_init(self):
"""
Test the creation of binomial... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_categorical.py | test_moments | self.assertEqual | numeric_literal | 27 | import warnings
import numpy as np
import scipy
from bayespy.nodes import (Categorical,
Dirichlet,
Mixture,
Gamma)
from bayespy.utils import random
from bayespy.utils import misc
from bayespy.utils.misc import TestCase
class TestCateg... | 1) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_categorical.py | test_init | self.assertEqual | collection | 30 | import warnings
import numpy as np
import scipy
from bayespy.nodes import (Categorical,
Dirichlet,
Mixture,
Gamma)
from bayespy.utils import random
from bayespy.utils import misc
from bayespy.utils.misc import TestCase
class TestCateg... | (3,4)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_categorical.py | test_init | self.assertEqual | collection | 33 | import warnings
import numpy as np
import scipy
from bayespy.nodes import (Categorical,
Dirichlet,
Mixture,
Gamma)
from bayespy.utils import random
from bayespy.utils import misc
from bayespy.utils.misc import TestCase
class TestCateg... | (2,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_categorical.py | test_init | self.assertRaises | variable | 41 | import warnings
import numpy as np
import scipy
from bayespy.nodes import (Categorical,
Dirichlet,
Mixture,
Gamma)
from bayespy.utils import random
from bayespy.utils import misc
from bayespy.utils.misc import TestCase
class TestCateg... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_categorical_markov_chain.py | test_init | self.assertEqual | complex_expr | 25 | import warnings
import numpy as np
from bayespy.utils import misc
from bayespy.inference.vmp.nodes import CategoricalMarkovChain, \
Dirichlet
class TestCategoricalMarkovChain(misc.TestCase):
def test_init(self):
"""
Test the creation of CategoricalMarkovCh... | Z.dims) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_categorical_markov_chain.py | test_init | self.assertEqual | complex_expr | 24 | import warnings
import numpy as np
from bayespy.utils import misc
from bayespy.inference.vmp.nodes import CategoricalMarkovChain, \
Dirichlet
class TestCategoricalMarkovChain(misc.TestCase):
def test_init(self):
"""
Test the creation of CategoricalMarkovCh... | Z.plates) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_concatenate.py | test_init | self.assertEqual | collection | 24 | import warnings
import numpy as np
from bayespy.nodes import (Concatenate,
GaussianARD,
Gamma)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestConcatenate(TestCase):
def test_init(self):
"""
Test the creat... | (3,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_concatenate.py | test_init | self.assertEqual | collection | 36 | import warnings
import numpy as np
from bayespy.nodes import (Concatenate,
GaussianARD,
Gamma)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestConcatenate(TestCase):
def test_init(self):
"""
Test the creat... | (5,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_concatenate.py | test_init | self.assertEqual | collection | 58 | import warnings
import numpy as np
from bayespy.nodes import (Concatenate,
GaussianARD,
Gamma)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestConcatenate(TestCase):
def test_init(self):
"""
Test the creat... | (9,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_deterministic.py | check_message_to_children | assert_* | variable | 32 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ..deterministic import tile
from ..stochastic import Stochastic
class TestTile(unittest.TestCase):
def check_message_to_children(self, tiles, u_parent, u_tiled,
dims... | y) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_deterministic.py | check_mask_to_parent | assert_* | variable | 65 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ..deterministic import tile
from ..stochastic import Stochastic
class TestTile(unittest.TestCase):
def check_message_to_children(self, tiles, u_parent, u_tiled,
dims... | mask_true) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_deterministic.py | check_message_to_children | self.assertEqual | func_call | 30 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ..deterministic import tile
from ..stochastic import Stochastic
class TestTile(unittest.TestCase):
def check_message_to_children(self, tiles, u_parent, u_tiled,
dims... | np.shape(y)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_deterministic.py | check_mask_to_parent | self.assertEqual | func_call | 63 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ..deterministic import tile
from ..stochastic import Stochastic
class TestTile(unittest.TestCase):
def check_message_to_children(self, tiles, u_parent, u_tiled,
dims... | np.shape(mask_true)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_dirichlet.py | test_init | self.assertEqual | collection | 23 | import numpy as np
from scipy import special
from bayespy.nodes import Dirichlet
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestDirichlet(TestCase):
def test_init(self):
"""
Test the creation of Dirichlet nodes.
"""
# Some simple initializati... | (4,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_dirichlet.py | test_init | self.assertRaises | variable | 30 | import numpy as np
from scipy import special
from bayespy.nodes import Dirichlet
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestDirichlet(TestCase):
def test_init(self):
"""
Test the creation of Dirichlet nodes.
"""
# Some simple initializati... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_dot.py | test_parent_validity | self.assertEqual | collection | 33 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..dot import Dot, SumMultiply
from ..gaussian import Gaussian, GaussianARD
from bayespy.nodes import GaussianGammaISO
from ...vmp import VB
from bayespy.utils import misc
from bayespy.utils import linalg
from bayespy.utils import random... | ((), ())) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_dot.py | test_parent_validity | self.assertRaises | variable | 66 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..dot import Dot, SumMultiply
from ..gaussian import Gaussian, GaussianARD
from bayespy.nodes import GaussianGammaISO
from ...vmp import VB
from bayespy.utils import misc
from bayespy.utils import linalg
from bayespy.utils import random... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gate.py | test_message_to_child | self.assertEqual | numeric_literal | 30 | import numpy as np
from bayespy.nodes import (Gate,
GaussianARD,
Gamma,
Categorical,
Bernoulli,
Multinomial)
from bayespy.inference.vmp.nodes.gaussian import GaussianMoments
from bay... | 2) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gate.py | test_message_to_parent | self.assertEqual | numeric_literal | 31 | import numpy as np
from bayespy.nodes import (Gate,
GaussianARD,
Gamma,
Categorical,
Bernoulli,
Multinomial)
from bayespy.inference.vmp.nodes.gaussian import GaussianMoments
from bay... | 1) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gate.py | test_init | self.assertEqual | collection | 29 | import numpy as np
from bayespy.nodes import (Gate,
GaussianARD,
Gamma,
Categorical,
Bernoulli,
Multinomial)
from bayespy.inference.vmp.nodes.gaussian import GaussianMoments
from bay... | ()) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gate.py | test_init | self.assertEqual | collection | 43 | import numpy as np
from bayespy.nodes import (Gate,
GaussianARD,
Gamma,
Categorical,
Bernoulli,
Multinomial)
from bayespy.inference.vmp.nodes.gaussian import GaussianMoments
from bay... | (4,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | test_message_to_child | self.assertEqual | numeric_literal | 37 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | 4) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | test_init | self.assertEqual | collection | 32 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | ()) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | test_init | self.assertEqual | collection | 37 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | (4,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | test_message_to_child | self.assertEqual | collection | 35 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | (4,3,2)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | check_init | self.assertEqual | variable | 29 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | true_plates) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | test_message_to_child | self.assertEqual | collection | 37 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | (4,3,2,4,3,2)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian.py | check_init | self.assertEqual | collection | 27 | import numpy as np
from scipy import special
from numpy import testing
from .. import gaussian
from bayespy.nodes import (Gaussian,
GaussianARD,
GaussianGammaISO,
Gamma,
Wishart)
from ...vmp import VB
from ... | (true_shape, true_shape+true_shape)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian_markov_chain.py | check | self.assertEqual | complex_expr | 51 | import numpy as np
from ..gaussian_markov_chain import GaussianMarkovChain
from ..gaussian_markov_chain import VaryingGaussianMarkovChain
from ..gaussian import Gaussian
from ..gaussian import GaussianARD
from ..wishart import Wishart
from ..gamma import Gamma
from bayespy.utils import random
from bayespy.utils impor... | X.plates) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian_markov_chain.py | test_smoothing | self.assertTrue | func_call | 106 | import numpy as np
from ..gaussian_markov_chain import GaussianMarkovChain
from ..gaussian_markov_chain import VaryingGaussianMarkovChain
from ..gaussian import Gaussian
from ..gaussian import GaussianARD
from ..wishart import Wishart
from ..gamma import Gamma
from bayespy.utils import random
from bayespy.utils impor... | np.allclose(Xh_vb, Xh)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_gaussian_markov_chain.py | test_smoothing | self.assertTrue | func_call | 107 | import numpy as np
from ..gaussian_markov_chain import GaussianMarkovChain
from ..gaussian_markov_chain import VaryingGaussianMarkovChain
from ..gaussian import Gaussian
from ..gaussian import GaussianARD
from ..wishart import Wishart
from ..gamma import Gamma
from bayespy.utils import random
from bayespy.utils impor... | np.allclose(CovXh_vb, CovXh)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_mixture.py | test_message_to_child | self.assertEqual | collection | 42 | import warnings
import numpy as np
from bayespy.nodes import (GaussianARD,
Gamma,
Mixture,
Categorical,
Bernoulli,
Multinomial,
Beta,
... | ()) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_mixture.py | test_init | self.assertRaises | variable | 30 | import warnings
import numpy as np
from bayespy.nodes import (GaussianARD,
Gamma,
Mixture,
Categorical,
Bernoulli,
Multinomial,
Beta,
... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_mixture.py | test_message_to_child | self.assertEqual | collection | 43 | import warnings
import numpy as np
from bayespy.nodes import (GaussianARD,
Gamma,
Mixture,
Categorical,
Bernoulli,
Multinomial,
Beta,
... | ( (), () )) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_multinomial.py | test_moments | self.assertEqual | numeric_literal | 23 | import numpy as np
import scipy
from bayespy.nodes import (Multinomial,
Dirichlet,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestMultinomial(TestCase):
def test_moments(self):
"""
Test the moment... | 1) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_multinomial.py | test_init | self.assertEqual | collection | 26 | import numpy as np
import scipy
from bayespy.nodes import (Multinomial,
Dirichlet,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestMultinomial(TestCase):
def test_init(self):
"""
Test the creation ... | (3,4)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_multinomial.py | test_init | self.assertEqual | collection | 29 | import numpy as np
import scipy
from bayespy.nodes import (Multinomial,
Dirichlet,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestMultinomial(TestCase):
def test_init(self):
"""
Test the creation ... | (2,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_multinomial.py | test_init | self.assertRaises | variable | 41 | import numpy as np
import scipy
from bayespy.nodes import (Multinomial,
Dirichlet,
Mixture)
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestMultinomial(TestCase):
def test_init(self):
"""
Test the creation ... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_converter | self.assertEqual | numeric_literal | 28 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestMoments(unittest.TestCase):
def test_converter(self):
"""
Tests complex conversions for moment classes
"""
... | 3) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_converter | self.assertEqual | numeric_literal | 32 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestMoments(unittest.TestCase):
def test_converter(self):
"""
Tests complex conversions for moment classes
"""
... | 4) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_init | self.assertEqual | collection | 37 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestSlice(misc.TestCase):
def test_init(self):
"""
Test the constructor of the X[..] node operator.
"""
class ... | ()) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_init | self.assertEqual | collection | 30 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestSlice(misc.TestCase):
def test_init(self):
"""
Test the constructor of the X[..] node operator.
"""
class ... | (4,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_init | self.assertEqual | collection | 41 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestSlice(misc.TestCase):
def test_init(self):
"""
Test the constructor of the X[..] node operator.
"""
class ... | (5,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_init | self.assertEqual | collection | 59 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestSlice(misc.TestCase):
def test_init(self):
"""
Test the constructor of the X[..] node operator.
"""
class ... | (3,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | check_message_to_parent | assert_* | variable | 50 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestNode(misc.TestCase):
def check_message_to_parent(self, plates_child, plates_message,
plates_mask, plates_pa... | m_true) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_message_to_parent | self.assertRaises | variable | 136 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestNode(misc.TestCase):
def check_message_to_parent(self, plates_child, plates_message,
plates_mask, plates_pa... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_node.py | test_message_to_child | self.assertTrue | func_call | 38 | import unittest
import numpy as np
import scipy
from numpy import testing
from ..node import Node, Moments
from ...vmp import VB
from bayespy.utils import misc
class TestSlice(misc.TestCase):
def test_message_to_child(self):
"""
Test message to child of X[..] node operator.
"""
... | Y._message_to_child() is not X.u) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_poisson.py | test_moments | self.assertEqual | numeric_literal | 22 | import numpy as np
import scipy
from bayespy.nodes import Poisson
from bayespy.nodes import Gamma
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestPoisson(TestCase):
def test_moments(self):
"""
Test the moments of Poisson nodes.
"""
# Simple te... | 1) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_poisson.py | test_init | self.assertEqual | collection | 25 | import numpy as np
import scipy
from bayespy.nodes import Poisson
from bayespy.nodes import Gamma
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestPoisson(TestCase):
def test_init(self):
"""
Test the creation of Poisson nodes.
"""
# Some simple... | (2,3)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_poisson.py | test_init | self.assertRaises | variable | 32 | import numpy as np
import scipy
from bayespy.nodes import Poisson
from bayespy.nodes import Gamma
from bayespy.utils import random
from bayespy.utils.misc import TestCase
class TestPoisson(TestCase):
def test_init(self):
"""
Test the creation of Poisson nodes.
"""
# Some simple... | ValueError) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_take.py | test_parent_validity | self.assertEqual | collection | 21 | import numpy as np
from bayespy.nodes import GaussianARD
from bayespy.nodes import Take
from bayespy.inference import VB
from bayespy.utils.misc import TestCase
class TestTake(TestCase):
def test_parent_validity(self):
"""
Test that the parent nodes are validated properly
"""
#... | ()) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
bayespy/bayespy | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | train | train | bayespy/inference/vmp/nodes/tests/test_take.py | test_parent_validity | self.assertEqual | collection | 33 | import numpy as np
from bayespy.nodes import GaussianARD
from bayespy.nodes import Take
from bayespy.inference import VB
from bayespy.utils.misc import TestCase
class TestTake(TestCase):
def test_parent_validity(self):
"""
Test that the parent nodes are validated properly
"""
#... | (4,)) | f8f0fb5bf60b036b94e2f168ceafd6d37db65475 | 92 | v2_extractor_at_anchor |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.