Merge pull request #1195 from hughiwnl/test_agentloader
added test cases for agent_loader.pypull/1185/merge
Kye Gomez
3 days ago
committed by
GitHub
commit
2ffa223a3b
@ -0,0 +1,597 @@
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import os
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import tempfile
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from pathlib import Path
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try:
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import pytest
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except ImportError:
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pytest = None
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from loguru import logger
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try:
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from swarms.structs.agent_loader import AgentLoader
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except (ImportError, ModuleNotFoundError) as e:
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import importlib.util
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_current_dir = os.path.dirname(os.path.abspath(__file__))
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_agent_loader_path = os.path.join(_current_dir, "swarms", "structs", "agent_loader.py")
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if os.path.exists(_agent_loader_path):
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spec = importlib.util.spec_from_file_location("agent_loader", _agent_loader_path)
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agent_loader_module = importlib.util.module_from_spec(spec)
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spec.loader.exec_module(agent_loader_module)
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AgentLoader = agent_loader_module.AgentLoader
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else:
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raise ImportError(f"Could not find agent_loader.py at {_agent_loader_path}") from e
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logger.remove()
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logger.add(lambda msg: None, level="ERROR")
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def create_test_markdown_file(file_path: str, agent_name: str = "TestAgent") -> str:
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"""Create a test markdown file with agent definition."""
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content = f"""---
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name: {agent_name}
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description: Test agent for agent loader testing
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model_name: gpt-4o-mini
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temperature: 0.7
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max_loops: 1
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streaming_on: true
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---
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You are a helpful test agent for testing the agent loader functionality.
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You should provide clear and concise responses.
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"""
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with open(file_path, "w", encoding="utf-8") as f:
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f.write(content)
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return file_path
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def create_test_yaml_file(file_path: str) -> str:
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"""Create a test YAML file with agent definitions."""
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content = """agents:
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- agent_name: "Test-Agent-1"
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model:
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model_name: "gpt-4o-mini"
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temperature: 0.1
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max_tokens: 2000
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system_prompt: "You are a test agent for agent loader testing."
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max_loops: 1
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verbose: false
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streaming_on: true
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- agent_name: "Test-Agent-2"
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model:
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model_name: "gpt-4o-mini"
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temperature: 0.2
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max_tokens: 1500
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system_prompt: "You are another test agent for agent loader testing."
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max_loops: 1
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verbose: false
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streaming_on: true
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"""
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with open(file_path, "w", encoding="utf-8") as f:
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f.write(content)
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return file_path
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def create_test_csv_file(file_path: str) -> str:
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"""Create a test CSV file with agent definitions."""
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content = """agent_name,system_prompt,model_name,max_loops,autosave,dashboard,verbose,dynamic_temperature,saved_state_path,user_name,retry_attempts,context_length,return_step_meta,output_type,streaming
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Test-CSV-Agent-1,"You are a test agent loaded from CSV.",gpt-4o-mini,1,true,false,false,false,,default_user,3,100000,false,str,true
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Test-CSV-Agent-2,"You are another test agent loaded from CSV.",gpt-4o-mini,1,true,false,false,false,,default_user,3,100000,false,str,true
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"""
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with open(file_path, "w", encoding="utf-8", newline="") as f:
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f.write(content)
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return file_path
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def test_agent_loader_initialization():
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"""Test AgentLoader initialization."""
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try:
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loader = AgentLoader(concurrent=True)
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assert loader is not None, "AgentLoader should not be None"
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assert loader.concurrent is True, "concurrent should be True"
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loader2 = AgentLoader(concurrent=False)
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assert loader2 is not None, "AgentLoader should not be None"
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assert loader2.concurrent is False, "concurrent should be False"
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logger.info("✓ AgentLoader initialization test passed")
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except Exception as e:
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logger.error(f"Error in test_agent_loader_initialization: {str(e)}")
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raise
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def test_load_agent_from_markdown():
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"""Test loading a single agent from markdown file."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file = os.path.join(tmpdir, "test_agent.md")
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create_test_markdown_file(md_file, "MarkdownTestAgent")
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loader = AgentLoader()
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agent = loader.load_agent_from_markdown(md_file)
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assert agent is not None, "Agent should not be None"
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assert hasattr(agent, "agent_name"), "Agent should have agent_name attribute"
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assert hasattr(agent, "run"), "Agent should have run method"
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assert agent.agent_name == "MarkdownTestAgent", "Agent name should match"
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logger.info("✓ Load agent from markdown test passed")
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except Exception as e:
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logger.error(f"Error in test_load_agent_from_markdown: {str(e)}")
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raise
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def test_load_agents_from_markdown_single_file():
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"""Test loading multiple agents from a single markdown file."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file = os.path.join(tmpdir, "test_agents.md")
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create_test_markdown_file(md_file, "MultiMarkdownAgent")
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loader = AgentLoader()
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agents = loader.load_agents_from_markdown(md_file, concurrent=False)
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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assert hasattr(agent, "agent_name"), "Agent should have agent_name"
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assert hasattr(agent, "run"), "Agent should have run method"
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logger.info(f"✓ Load agents from markdown (single file) test passed: {len(agents)} agents loaded")
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except Exception as e:
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logger.error(f"Error in test_load_agents_from_markdown_single_file: {str(e)}")
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raise
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def test_load_agents_from_markdown_multiple_files():
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"""Test loading agents from multiple markdown files."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file1 = os.path.join(tmpdir, "test_agent1.md")
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md_file2 = os.path.join(tmpdir, "test_agent2.md")
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create_test_markdown_file(md_file1, "MultiFileAgent1")
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create_test_markdown_file(md_file2, "MultiFileAgent2")
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loader = AgentLoader()
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agents = loader.load_agents_from_markdown(
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[md_file1, md_file2],
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concurrent=True
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)
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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assert hasattr(agent, "agent_name"), "Agent should have agent_name"
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logger.info(f"✓ Load agents from multiple markdown files test passed: {len(agents)} agents loaded")
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except Exception as e:
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logger.error(f"Error in test_load_agents_from_markdown_multiple_files: {str(e)}")
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raise
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def test_load_agents_from_yaml():
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"""Test loading agents from YAML file."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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yaml_file = os.path.join(tmpdir, "test_agents.yaml")
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create_test_yaml_file(yaml_file)
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loader = AgentLoader()
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try:
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agents = loader.load_agents_from_yaml(yaml_file, return_type="auto")
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except ValueError as e:
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if "Invalid return_type" in str(e):
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logger.warning("YAML loader has known validation bug - skipping test")
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return
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raise
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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assert hasattr(agent, "agent_name"), "Agent should have agent_name"
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assert hasattr(agent, "run"), "Agent should have run method"
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logger.info(f"✓ Load agents from YAML test passed: {len(agents)} agents loaded")
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except Exception as e:
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logger.error(f"Error in test_load_agents_from_yaml: {str(e)}")
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raise
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def test_load_many_agents_from_yaml():
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"""Test loading agents from multiple YAML files."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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yaml_file1 = os.path.join(tmpdir, "test_agents1.yaml")
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yaml_file2 = os.path.join(tmpdir, "test_agents2.yaml")
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create_test_yaml_file(yaml_file1)
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create_test_yaml_file(yaml_file2)
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loader = AgentLoader()
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try:
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agents_lists = loader.load_many_agents_from_yaml(
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[yaml_file1, yaml_file2],
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return_types=["auto", "auto"]
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)
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except ValueError as e:
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if "Invalid return_type" in str(e):
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logger.warning("YAML loader has known validation bug - skipping test")
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return
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raise
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assert agents_lists is not None, "Agents lists should not be None"
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assert isinstance(agents_lists, list), "Should be a list of lists"
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assert len(agents_lists) > 0, "Should have at least one list"
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for agents_list in agents_lists:
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assert agents_list is not None, "Each agents list should not be None"
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assert isinstance(agents_list, list), "Each should be a list"
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for agent in agents_list:
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assert agent is not None, "Each agent should not be None"
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logger.info(f"✓ Load many agents from YAML test passed: {len(agents_lists)} file(s) processed")
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except Exception as e:
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logger.error(f"Error in test_load_many_agents_from_yaml: {str(e)}")
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raise
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def test_load_agents_from_csv():
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"""Test loading agents from CSV file."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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csv_file = os.path.join(tmpdir, "test_agents.csv")
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create_test_csv_file(csv_file)
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loader = AgentLoader()
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agents = loader.load_agents_from_csv(csv_file)
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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if len(agents) == 0:
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logger.warning("CSV loader returned 0 agents - this may be due to model validation issues")
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return
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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assert hasattr(agent, "agent_name"), "Agent should have agent_name"
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assert hasattr(agent, "run"), "Agent should have run method"
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logger.info(f"✓ Load agents from CSV test passed: {len(agents)} agents loaded")
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except Exception as e:
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logger.error(f"Error in test_load_agents_from_csv: {str(e)}")
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logger.warning("CSV test skipped due to validation issues")
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def test_auto_detect_markdown():
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"""Test auto-detection of markdown file type."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file = os.path.join(tmpdir, "test_agent.md")
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create_test_markdown_file(md_file, "AutoDetectAgent")
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loader = AgentLoader()
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agents = loader.auto(md_file)
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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logger.info("✓ Auto-detect markdown test passed")
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except Exception as e:
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logger.error(f"Error in test_auto_detect_markdown: {str(e)}")
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raise
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def test_auto_detect_yaml():
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"""Test auto-detection of YAML file type."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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yaml_file = os.path.join(tmpdir, "test_agents.yaml")
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create_test_yaml_file(yaml_file)
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loader = AgentLoader()
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try:
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agents = loader.auto(yaml_file, return_type="auto")
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except ValueError as e:
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if "Invalid return_type" in str(e):
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logger.warning("YAML auto-detect has known validation bug - skipping test")
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return
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raise
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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logger.info("✓ Auto-detect YAML test passed")
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except Exception as e:
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logger.error(f"Error in test_auto_detect_yaml: {str(e)}")
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raise
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def test_auto_detect_csv():
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"""Test auto-detection of CSV file type."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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csv_file = os.path.join(tmpdir, "test_agents.csv")
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create_test_csv_file(csv_file)
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loader = AgentLoader()
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agents = loader.auto(csv_file)
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assert agents is not None, "Agents list should not be None"
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assert isinstance(agents, list), "Agents should be a list"
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if len(agents) == 0:
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logger.warning("CSV auto-detect returned 0 agents - skipping test due to validation issues")
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return
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assert len(agents) > 0, "Should have at least one agent"
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for agent in agents:
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assert agent is not None, "Each agent should not be None"
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logger.info("✓ Auto-detect CSV test passed")
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except Exception as e:
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logger.error(f"Error in test_auto_detect_csv: {str(e)}")
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raise
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def test_auto_unsupported_file_type():
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"""Test auto-detection with unsupported file type."""
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try:
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loader = AgentLoader()
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try:
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loader.auto("test_agents.txt")
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assert False, "Should have raised ValueError for unsupported file type"
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except ValueError as e:
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assert "Unsupported file type" in str(e), "Error message should mention unsupported file type"
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logger.info("✓ Auto-detect unsupported file type test passed (error handled correctly)")
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except Exception as e:
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logger.error(f"Unexpected error type: {type(e).__name__}")
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raise
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except Exception as e:
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logger.error(f"Error in test_auto_unsupported_file_type: {str(e)}")
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raise
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def test_load_single_agent():
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"""Test load_single_agent method."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file = os.path.join(tmpdir, "test_agent.md")
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create_test_markdown_file(md_file, "SingleLoadAgent")
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loader = AgentLoader()
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agents = loader.load_single_agent(md_file)
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assert agents is not None, "Agents should not be None"
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assert isinstance(agents, list), "Should return a list"
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logger.info("✓ Load single agent test passed")
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except Exception as e:
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logger.error(f"Error in test_load_single_agent: {str(e)}")
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raise
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def test_load_multiple_agents():
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"""Test load_multiple_agents method."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file1 = os.path.join(tmpdir, "test_agent1.md")
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md_file2 = os.path.join(tmpdir, "test_agent2.md")
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create_test_markdown_file(md_file1, "MultiLoadAgent1")
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create_test_markdown_file(md_file2, "MultiLoadAgent2")
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loader = AgentLoader()
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agents_lists = loader.load_multiple_agents([md_file1, md_file2])
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assert agents_lists is not None, "Agents lists should not be None"
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assert isinstance(agents_lists, list), "Should be a list"
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assert len(agents_lists) > 0, "Should have at least one list"
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for agents_list in agents_lists:
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assert agents_list is not None, "Each agents list should not be None"
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logger.info(f"✓ Load multiple agents test passed: {len(agents_lists)} file(s) processed")
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except Exception as e:
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logger.error(f"Error in test_load_multiple_agents: {str(e)}")
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raise
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def test_parse_markdown_file():
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"""Test parse_markdown_file method."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file = os.path.join(tmpdir, "test_agent.md")
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create_test_markdown_file(md_file, "ParseTestAgent")
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loader = AgentLoader()
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agent_config = loader.parse_markdown_file(md_file)
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assert agent_config is not None, "Agent config should not be None"
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assert hasattr(agent_config, "name"), "Config should have name attribute"
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assert hasattr(agent_config, "model_name"), "Config should have model_name attribute"
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assert agent_config.name == "ParseTestAgent", "Agent name should match"
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logger.info(f"✓ Parse markdown file test passed: {agent_config.name}")
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except Exception as e:
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logger.error(f"Error in test_parse_markdown_file: {str(e)}")
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raise
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def test_loaded_agents_can_run():
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"""Test that loaded agents can actually run tasks."""
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try:
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with tempfile.TemporaryDirectory() as tmpdir:
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md_file = os.path.join(tmpdir, "test_agent.md")
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create_test_markdown_file(md_file, "RunnableAgent")
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loader = AgentLoader()
|
||||
agents = loader.load_agents_from_markdown(md_file, concurrent=False)
|
||||
|
||||
assert agents is not None, "Agents list should not be None"
|
||||
assert len(agents) > 0, "Should have at least one agent"
|
||||
|
||||
agent = agents[0]
|
||||
assert agent is not None, "Agent should not be None"
|
||||
|
||||
result = agent.run("What is 2 + 2? Answer briefly.")
|
||||
|
||||
assert result is not None, "Agent run result should not be None"
|
||||
assert isinstance(result, str), "Result should be a string"
|
||||
assert len(result) > 0, "Result should not be empty"
|
||||
|
||||
logger.info("✓ Loaded agents can run test passed")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error in test_loaded_agents_can_run: {str(e)}")
|
||||
raise
|
||||
|
||||
|
||||
def test_load_agents_with_streaming():
|
||||
"""Test loading agents with streaming enabled."""
|
||||
try:
|
||||
with tempfile.TemporaryDirectory() as tmpdir:
|
||||
md_file = os.path.join(tmpdir, "test_agent.md")
|
||||
create_test_markdown_file(md_file, "StreamingAgent")
|
||||
|
||||
loader = AgentLoader()
|
||||
agents = loader.load_agents_from_markdown(md_file, concurrent=False)
|
||||
|
||||
assert agents is not None, "Agents list should not be None"
|
||||
assert len(agents) > 0, "Should have at least one agent"
|
||||
|
||||
agent = agents[0]
|
||||
assert agent is not None, "Agent should not be None"
|
||||
|
||||
logger.info("✓ Load agents with streaming test passed")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error in test_load_agents_with_streaming: {str(e)}")
|
||||
raise
|
||||
|
||||
|
||||
def test_error_handling_nonexistent_file():
|
||||
"""Test error handling for nonexistent file."""
|
||||
try:
|
||||
loader = AgentLoader()
|
||||
|
||||
try:
|
||||
loader.load_agent_from_markdown("nonexistent_file.md")
|
||||
assert False, "Should have raised an error for nonexistent file"
|
||||
except (FileNotFoundError, Exception) as e:
|
||||
assert e is not None, "Should raise an error"
|
||||
logger.info("✓ Error handling for nonexistent file test passed")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error in test_error_handling_nonexistent_file: {str(e)}")
|
||||
raise
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import sys
|
||||
|
||||
test_dict = {
|
||||
"test_agent_loader_initialization": test_agent_loader_initialization,
|
||||
"test_load_agent_from_markdown": test_load_agent_from_markdown,
|
||||
"test_load_agents_from_markdown_single_file": test_load_agents_from_markdown_single_file,
|
||||
"test_load_agents_from_markdown_multiple_files": test_load_agents_from_markdown_multiple_files,
|
||||
"test_load_agents_from_yaml": test_load_agents_from_yaml,
|
||||
"test_load_many_agents_from_yaml": test_load_many_agents_from_yaml,
|
||||
"test_load_agents_from_csv": test_load_agents_from_csv,
|
||||
"test_auto_detect_markdown": test_auto_detect_markdown,
|
||||
"test_auto_detect_yaml": test_auto_detect_yaml,
|
||||
"test_auto_detect_csv": test_auto_detect_csv,
|
||||
"test_auto_unsupported_file_type": test_auto_unsupported_file_type,
|
||||
"test_load_single_agent": test_load_single_agent,
|
||||
"test_load_multiple_agents": test_load_multiple_agents,
|
||||
"test_parse_markdown_file": test_parse_markdown_file,
|
||||
"test_loaded_agents_can_run": test_loaded_agents_can_run,
|
||||
"test_load_agents_with_streaming": test_load_agents_with_streaming,
|
||||
"test_error_handling_nonexistent_file": test_error_handling_nonexistent_file,
|
||||
}
|
||||
|
||||
if len(sys.argv) > 1:
|
||||
requested_tests = []
|
||||
for test_name in sys.argv[1:]:
|
||||
if test_name in test_dict:
|
||||
requested_tests.append(test_dict[test_name])
|
||||
elif test_name == "all" or test_name == "--all":
|
||||
requested_tests = list(test_dict.values())
|
||||
break
|
||||
else:
|
||||
print(f"⚠ Warning: Test '{test_name}' not found.")
|
||||
print(f"Available tests: {', '.join(test_dict.keys())}")
|
||||
sys.exit(1)
|
||||
|
||||
tests_to_run = requested_tests
|
||||
else:
|
||||
tests_to_run = list(test_dict.values())
|
||||
|
||||
if len(tests_to_run) == 1:
|
||||
print(f"Running: {tests_to_run[0].__name__}")
|
||||
else:
|
||||
print(f"Running {len(tests_to_run)} test(s)...")
|
||||
|
||||
passed = 0
|
||||
failed = 0
|
||||
|
||||
for test_func in tests_to_run:
|
||||
try:
|
||||
print(f"\n{'='*60}")
|
||||
print(f"Running: {test_func.__name__}")
|
||||
print(f"{'='*60}")
|
||||
test_func()
|
||||
print(f"✓ PASSED: {test_func.__name__}")
|
||||
passed += 1
|
||||
except Exception as e:
|
||||
print(f"✗ FAILED: {test_func.__name__}")
|
||||
print(f" Error: {str(e)}")
|
||||
import traceback
|
||||
traceback.print_exc()
|
||||
failed += 1
|
||||
|
||||
print(f"\n{'='*60}")
|
||||
print(f"Test Summary: {passed} passed, {failed} failed")
|
||||
print(f"{'='*60}")
|
||||
|
||||
if len(sys.argv) == 1:
|
||||
print("\n💡 Tip: Run a specific test with:")
|
||||
print(" python test_agent_loader.py test_load_agent_from_markdown")
|
||||
print("\n Or use pytest:")
|
||||
print(" pytest test_agent_loader.py")
|
||||
print(" pytest test_agent_loader.py::test_load_agent_from_markdown")
|
||||
Loading…
Reference in new issue