diff --git a/README.md b/README.md index b4782f418..adb4b83ac 100644 --- a/README.md +++ b/README.md @@ -126,7 +126,7 @@ task2 = Task( crew = Crew( agents=[researcher, writer], tasks=[task1, task2], - verbose=2, # You can set it to 1 or 2 to different logging levels + verbose=True, process = Process.sequential ) diff --git a/docs/core-concepts/Crews.md b/docs/core-concepts/Crews.md index 56cd2a19d..f43d6971b 100644 --- a/docs/core-concepts/Crews.md +++ b/docs/core-concepts/Crews.md @@ -134,7 +134,7 @@ Once a crew has been executed, its output can be accessed through the `output` a crew = Crew( agents=[research_agent, writer_agent], tasks=[research_task, write_article_task], - verbose=2 + verbose=True ) crew_output = crew.kickoff() diff --git a/docs/core-concepts/Tasks.md b/docs/core-concepts/Tasks.md index 65a26e752..8c2f5d9dd 100644 --- a/docs/core-concepts/Tasks.md +++ b/docs/core-concepts/Tasks.md @@ -90,7 +90,7 @@ task = Task( crew = Crew( agents=[research_agent], tasks=[task], - verbose=2 + verbose=True ) result = crew.kickoff() @@ -142,7 +142,7 @@ task = Task( crew = Crew( agents=[research_agent], tasks=[task], - verbose=2 + verbose=True ) result = crew.kickoff() @@ -264,7 +264,7 @@ task1 = Task( crew = Crew( agents=[research_agent], tasks=[task1, task2, task3], - verbose=2 + verbose=True ) result = crew.kickoff() diff --git a/docs/core-concepts/Tools.md b/docs/core-concepts/Tools.md index ba3071453..f3564d83b 100644 --- a/docs/core-concepts/Tools.md +++ b/docs/core-concepts/Tools.md @@ -84,7 +84,7 @@ write = Task( crew = Crew( agents=[researcher, writer], tasks=[research, write], - verbose=2 + verbose=True ) # Execute tasks diff --git a/docs/how-to/Conditional-Tasks.md b/docs/how-to/Conditional-Tasks.md index 20a7f3952..580565c43 100644 --- a/docs/how-to/Conditional-Tasks.md +++ b/docs/how-to/Conditional-Tasks.md @@ -79,7 +79,7 @@ task3 = Task( crew = Crew( agents=[data_fetcher_agent, data_processor_agent, summary_generator_agent], tasks=[task1, conditional_task, task3], - verbose=2, + verbose=True, ) result = crew.kickoff() diff --git a/docs/how-to/Human-Input-on-Execution.md b/docs/how-to/Human-Input-on-Execution.md index bae79ec69..e24a28fcd 100644 --- a/docs/how-to/Human-Input-on-Execution.md +++ b/docs/how-to/Human-Input-on-Execution.md @@ -81,7 +81,7 @@ task2 = Task( crew = Crew( agents=[researcher, writer], tasks=[task1, task2], - verbose=2, + verbose=True, memory=True, ) diff --git a/docs/how-to/LLM-Connections.md b/docs/how-to/LLM-Connections.md index 485446822..ae3a88da0 100644 --- a/docs/how-to/LLM-Connections.md +++ b/docs/how-to/LLM-Connections.md @@ -74,7 +74,7 @@ task = Task(description="""what is 3 + 5""", crew = Crew( agents=[general_agent], tasks=[task], - verbose=2 + verbose=True ) result = crew.kickoff() diff --git a/src/crewai/agents/agent_builder/base_agent.py b/src/crewai/agents/agent_builder/base_agent.py index 038753647..8604ed08f 100644 --- a/src/crewai/agents/agent_builder/base_agent.py +++ b/src/crewai/agents/agent_builder/base_agent.py @@ -158,7 +158,7 @@ class BaseAgent(ABC, BaseModel): @model_validator(mode="after") def set_private_attrs(self): """Set private attributes.""" - self._logger = Logger(self.verbose) + self._logger = Logger(verbose=self.verbose) if self.max_rpm and not self._rpm_controller: self._rpm_controller = RPMController( max_rpm=self.max_rpm, logger=self._logger diff --git a/src/crewai/agents/executor.py b/src/crewai/agents/executor.py index fa8a3068a..8a1ea4f60 100644 --- a/src/crewai/agents/executor.py +++ b/src/crewai/agents/executor.py @@ -51,7 +51,7 @@ class CrewAgentExecutor(AgentExecutor, CrewAgentExecutorMixin): system_template: Optional[str] = None prompt_template: Optional[str] = None response_template: Optional[str] = None - _logger: Logger = Logger(verbose_level=2) + _logger: Logger = Logger() _fit_context_window_strategy: Optional[Literal["summarize"]] = "summarize" def _call( diff --git a/src/crewai/cli/templates/crew.py b/src/crewai/cli/templates/crew.py index f592b2767..50883999e 100644 --- a/src/crewai/cli/templates/crew.py +++ b/src/crewai/cli/templates/crew.py @@ -48,6 +48,6 @@ class {{crew_name}}Crew(): agents=self.agents, # Automatically created by the @agent decorator tasks=self.tasks, # Automatically created by the @task decorator process=Process.sequential, - verbose=2, + verbose=True, # process=Process.hierarchical, # In case you wanna use that instead https://docs.crewai.com/how-to/Hierarchical/ ) \ No newline at end of file diff --git a/src/crewai/crew.py b/src/crewai/crew.py index 4f29a877d..2c84e3c4b 100644 --- a/src/crewai/crew.py +++ b/src/crewai/crew.py @@ -102,7 +102,7 @@ class Crew(BaseModel): tasks: List[Task] = Field(default_factory=list) agents: List[BaseAgent] = Field(default_factory=list) process: Process = Field(default=Process.sequential) - verbose: Union[int, bool] = Field(default=0) + verbose: bool = Field(default=False) memory: bool = Field( default=False, description="Whether the crew should use memory to store memories of it's execution", @@ -196,7 +196,7 @@ class Crew(BaseModel): def set_private_attrs(self) -> "Crew": """Set private attributes.""" self._cache_handler = CacheHandler() - self._logger = Logger(self.verbose) + self._logger = Logger(verbose=self.verbose) if self.output_log_file: self._file_handler = FileHandler(self.output_log_file) self._rpm_controller = RPMController(max_rpm=self.max_rpm, logger=self._logger) diff --git a/src/crewai/utilities/logger.py b/src/crewai/utilities/logger.py index e0c74d5ce..973c694d2 100644 --- a/src/crewai/utilities/logger.py +++ b/src/crewai/utilities/logger.py @@ -6,15 +6,11 @@ from crewai.utilities.printer import Printer class Logger: _printer = Printer() - def __init__(self, verbose_level=0): - verbose_level = ( - 2 if isinstance(verbose_level, bool) and verbose_level else verbose_level - ) - self.verbose_level = verbose_level + def __init__(self, verbose=False): + self.verbose = verbose def log(self, level, message, color="bold_green"): - level_map = {"debug": 1, "info": 2} - if self.verbose_level and level_map.get(level, 0) <= self.verbose_level: + if self.verbose: timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S") self._printer.print( f"[{timestamp}][{level.upper()}]: {message}", color=color diff --git a/tests/agent_test.py b/tests/agent_test.py index 05ef15ba8..95e975f6a 100644 --- a/tests/agent_test.py +++ b/tests/agent_test.py @@ -470,7 +470,7 @@ def test_agent_respect_the_max_rpm_set_over_crew_rpm(capsys): agent=agent, ) - crew = Crew(agents=[agent], tasks=[task], max_rpm=1, verbose=2) + crew = Crew(agents=[agent], tasks=[task], max_rpm=1, verbose=True) with patch.object(RPMController, "_wait_for_next_minute") as moveon: moveon.return_value = True @@ -522,7 +522,7 @@ def test_agent_without_max_rpm_respet_crew_rpm(capsys): ), ] - crew = Crew(agents=[agent1, agent2], tasks=tasks, max_rpm=1, verbose=2) + crew = Crew(agents=[agent1, agent2], tasks=tasks, max_rpm=1, verbose=True) with patch.object(RPMController, "_wait_for_next_minute") as moveon: moveon.return_value = True @@ -563,7 +563,7 @@ def test_agent_error_on_parsing_tool(capsys): crew = Crew( agents=[agent1], tasks=tasks, - verbose=2, + verbose=True, function_calling_llm=ChatOpenAI(model="gpt-4-0125-preview"), ) @@ -602,7 +602,7 @@ def test_agent_remembers_output_format_after_using_tools_too_many_times(): ) ] - crew = Crew(agents=[agent1], tasks=tasks, verbose=2) + crew = Crew(agents=[agent1], tasks=tasks, verbose=True) with patch.object(ToolUsage, "_remember_format") as remember_format: crew.kickoff() diff --git a/tests/cassettes/test_hierarchical_verbose_false_manager_agent.yaml b/tests/cassettes/test_hierarchical_verbose_false_manager_agent.yaml new file mode 100644 index 000000000..5ac19614b --- /dev/null +++ b/tests/cassettes/test_hierarchical_verbose_false_manager_agent.yaml @@ -0,0 +1,5474 @@ +interactions: +- request: + body: '{"messages": [{"content": "You are Crew Manager. You are a seasoned manager + with a knack for getting the best out of your team.\nYou are also known for + your ability to delegate work to the right people, and to ask the right questions + to get the best out of your team.\nEven though you don''t perform tasks by yourself, + you have a lot of experience in the field, which allows you to properly evaluate + the work of your team members.\nYour personal goal is: Manage the team to complete + the task in the best way possible.\nYou ONLY have access to the following tools, + and should NEVER make up tools that are not listed here:\n\nTool Name: Delegate + work to coworker(task: str, context: str, coworker: Optional[str] = None, **kwargs)\nTool + Description: Delegate a specific task to one of the following coworkers: Researcher, + Senior Writer\nThe input to this tool should be the coworker, the task you want + them to do, and ALL necessary context to execute the task, they know nothing + about the task, so share absolute everything you know, don''t reference things + but instead explain them.\nTool Arguments: {''task'': {''title'': ''Task'', + ''type'': ''string''}, ''context'': {''title'': ''Context'', ''type'': ''string''}, + ''coworker'': {''title'': ''Coworker'', ''type'': ''string''}, ''kwargs'': {''title'': + ''Kwargs'', ''type'': ''object''}}\nTool Name: Ask question to coworker(question: + str, context: str, coworker: Optional[str] = None, **kwargs)\nTool Description: + Ask a specific question to one of the following coworkers: Researcher, Senior + Writer\nThe input to this tool should be the coworker, the question you have + for them, and ALL necessary context to ask the question properly, they know + nothing about the question, so share absolute everything you know, don''t reference + things but instead explain them.\nTool Arguments: {''question'': {''title'': + ''Question'', ''type'': ''string''}, ''context'': {''title'': ''Context'', ''type'': + ''string''}, ''coworker'': {''title'': ''Coworker'', ''type'': ''string''}, + ''kwargs'': {''title'': ''Kwargs'', ''type'': ''object''}}\n\nUse the following + format:\n\nThought: you should always think about what to do\nAction: the action + to take, only one name of [Delegate work to coworker, Ask question to coworker], + just the name, exactly as it''s written.\nAction Input: the input to the action, + just a simple python dictionary, enclosed in curly braces, using \" to wrap + keys and values.\nObservation: the result of the action\n\nOnce all necessary + information is gathered:\n\nThought: I now know the final answer\nFinal Answer: + the final answer to the original input question\n\nCurrent Task: Come up with + a list of 5 interesting ideas to explore for an article, then write one amazing + paragraph highlight for each idea that showcases how good an article about this + topic could be. Return the list of ideas with their paragraph and your notes.\n\nThis + is the expect criteria for your final answer: 5 bullet points with a paragraph + for each idea. \n you MUST return the actual complete content as the final answer, + not a summary.\n\nBegin! This is VERY important to you, use the tools available + and give your best Final Answer, your job depends on it!\n\nThought:\n", "role": + "user"}], "model": "gpt-4o", "logprobs": false, "n": 1, "stop": ["\nObservation"], + "stream": true, "temperature": 0.0}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate, br + connection: + - keep-alive + content-length: + - '3255' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.37.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.37.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.11.5 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: 'data: 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You are a seasoned manager + with a knack for getting the best out of your team.\nYou are also known for + your ability to delegate work to the right people, and to ask the right questions + to get the best out of your team.\nEven though you don''t perform tasks by yourself, + you have a lot of experience in the field, which allows you to properly evaluate + the work of your team members.\nYour personal goal is: Manage the team to complete + the task in the best way possible.\nYou ONLY have access to the following tools, + and should NEVER make up tools that are not listed here:\n\nTool Name: Delegate + work to coworker(task: str, context: str, coworker: Optional[str] = None, **kwargs)\nTool + Description: Delegate a specific task to one of the following coworkers: Researcher, + Senior Writer\nThe input to this tool should be the coworker, the task you want + them to do, and ALL necessary context to execute the task, they know nothing + about the task, so share absolute everything you know, don''t reference things + but instead explain them.\nTool Arguments: {''task'': {''title'': ''Task'', + ''type'': ''string''}, ''context'': {''title'': ''Context'', ''type'': ''string''}, + ''coworker'': {''title'': ''Coworker'', ''type'': ''string''}, ''kwargs'': {''title'': + ''Kwargs'', ''type'': ''object''}}\nTool Name: Ask question to coworker(question: + str, context: str, coworker: Optional[str] = None, **kwargs)\nTool Description: + Ask a specific question to one of the following coworkers: Researcher, Senior + Writer\nThe input to this tool should be the coworker, the question you have + for them, and ALL necessary context to ask the question properly, they know + nothing about the question, so share absolute everything you know, don''t reference + things but instead explain them.\nTool Arguments: {''question'': {''title'': + ''Question'', ''type'': ''string''}, ''context'': {''title'': ''Context'', ''type'': + ''string''}, ''coworker'': {''title'': ''Coworker'', ''type'': ''string''}, + ''kwargs'': {''title'': ''Kwargs'', ''type'': ''object''}}\n\nUse the following + format:\n\nThought: you should always think about what to do\nAction: the action + to take, only one name of [Delegate work to coworker, Ask question to coworker], + just the name, exactly as it''s written.\nAction Input: the input to the action, + just a simple python dictionary, enclosed in curly braces, using \" to wrap + keys and values.\nObservation: the result of the action\n\nOnce all necessary + information is gathered:\n\nThought: I now know the final answer\nFinal Answer: + the final answer to the original input question\n\nCurrent Task: Come up with + a list of 5 interesting ideas to explore for an article, then write one amazing + paragraph highlight for each idea that showcases how good an article about this + topic could be. Return the list of ideas with their paragraph and your notes.\n\nThis + is the expect criteria for your final answer: 5 bullet points with a paragraph + for each idea. \n you MUST return the actual complete content as the final answer, + not a summary.\n\nBegin! This is VERY important to you, use the tools available + and give your best Final Answer, your job depends on it!\n\nThought:\nTo complete + the task of coming up with a list of 5 interesting ideas for an article and + writing an amazing paragraph highlight for each idea, I need to leverage the + expertise of both the Researcher and the Senior Writer. The Researcher can help + identify interesting and relevant topics, while the Senior Writer can craft + compelling paragraphs for each idea.\n\nFirst, I will delegate the task of coming + up with 5 interesting ideas to the Researcher. Once I have the ideas, I will + then delegate the task of writing the paragraphs to the Senior Writer.\n\nAction: + Delegate work to coworker\nAction Input: {\"task\": \"Come up with 5 interesting + ideas for an article.\", \"context\": \"We need to generate a list of 5 interesting + and relevant ideas for an article. These ideas should be engaging and have the + potential to attract a wide audience. Please consider current trends, popular + topics, and unique angles.\", \"coworker\": \"Researcher\"}\n\nObservation: + Here are five interesting and relevant ideas for an article:\n\n1. **The Rise + of AI Agents in Customer Service: Transforming the User Experience**\n - This + article could explore how AI agents are revolutionizing customer service across + various industries. It could cover the benefits such as 24/7 availability, personalized + interactions, and increased efficiency. Additionally, it could discuss the challenges + and future potential of AI in this domain.\n\n2. **Ethics in AI: Navigating + the Moral Dilemmas of Autonomous Systems**\n - This piece could delve into + the ethical considerations of AI development and deployment. Topics might include + bias in AI algorithms, transparency, accountability, and the impact of AI decisions + on society. Interviews with experts in AI ethics could provide valuable insights.\n\n3. + **The Role of AI in Healthcare: From Diagnosis to Treatment**\n - This article + could highlight the various applications of AI in healthcare, such as predictive + analytics, personalized medicine, and robotic surgeries. Real-world examples + and case studies could illustrate how AI is improving patient outcomes and reducing + costs.\n\n4. **AI and Startups: How Artificial Intelligence is Shaping New Ventures**\n - + This article could focus on how startups are leveraging AI to innovate and disrupt + traditional industries. It could cover success stories, funding trends, and + the challenges that AI-focused startups face. Interviews with founders and investors + could add depth to the narrative.\n\n5. **The Future of Work: How AI and Automation + are Redefining Jobs**\n - This piece could examine how AI and automation are + transforming the job market. It could discuss which jobs are most at risk, the + new types of jobs being created, and the skills that will be in demand in the + future. The article could also explore how businesses and employees can adapt + to these changes.\n\nThese ideas are designed to be engaging, informative, and + relevant to current trends, ensuring they attract a wide audience and provide + valuable insights into the rapidly evolving world of AI and technology.\nThought:\nNow + that I have the five interesting ideas for the article, I need to delegate the + task of writing an amazing paragraph highlight for each idea to the Senior Writer. + This will ensure that each idea is presented in a compelling and engaging manner.\n\nAction: + Delegate work to coworker\nAction Input: {\"task\": \"Write an amazing paragraph + highlight for each of the following 5 article ideas: 1. The Rise of AI Agents + in Customer Service: Transforming the User Experience 2. Ethics in AI: Navigating + the Moral Dilemmas of Autonomous Systems 3. The Role of AI in Healthcare: From + Diagnosis to Treatment 4. AI and Startups: How Artificial Intelligence is Shaping + New Ventures 5. The Future of Work: How AI and Automation are Redefining Jobs\", + \"context\": \"We need to create a list of 5 interesting ideas for an article, + each accompanied by a compelling paragraph that showcases how good an article + about this topic could be. The paragraphs should be engaging, informative, and + highlight the potential of each topic to attract a wide audience.\", \"coworker\": + \"Senior Writer\"}\n\nObservation: 1. **The Rise of AI Agents in Customer Service: + Transforming the User Experience**\nAI agents are revolutionizing the customer + service landscape, offering unprecedented levels of efficiency and personalization. + With the ability to handle an ever-increasing volume of inquiries simultaneously + and provide instant resolutions, AI-driven customer service agents are transforming + user experiences. These intelligent systems use natural language processing + and machine learning to understand and respond to customer needs, from answering + simple queries to solving complex issues. As businesses continue to adopt these + technologies, customers can expect faster, more accurate, and more satisfactory + service interactions, ultimately leading to higher customer satisfaction and + loyalty.\n\n2. **Ethics in AI: Navigating the Moral Dilemmas of Autonomous Systems**\nAs + AI technologies advance, ethical considerations become paramount. The deployment + of autonomous systems raises complex moral dilemmas that must be carefully navigated. + Issues such as bias in algorithmic decision-making, privacy concerns, and the + potential for job displacement demand thoughtful solutions and regulatory frameworks. + Ethical AI development requires collaboration among technologists, ethicists, + policymakers, and society at large to ensure that these powerful tools are used + responsibly. A deep dive into these ethical challenges not only highlights the + importance of developing fair and transparent AI but also underscores the need + for ongoing dialogue and vigilance in the AI community.\n\n3. **The Role of + AI in Healthcare: From Diagnosis to Treatment**\nAI is poised to revolutionize + healthcare, offering groundbreaking advancements from diagnosis to treatment. + Machine learning algorithms can analyze vast amounts of medical data to detect + patterns and predict patient outcomes with remarkable accuracy. AI-driven diagnostic + tools can identify diseases at their earliest stages, while personalized treatment + plans can be crafted based on an individual\u2019s unique genetic makeup and + health history. Moreover, AI-powered applications are enhancing telemedicine, + enabling remote patient monitoring and virtual consultations. 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assert captured.out == "" -@pytest.mark.vcr(filter_headers=["authorization"]) -def test_crew_verbose_levels_output(capsys): - tasks = [ - Task( - description="Write about AI advancements.", - expected_output="A 4 paragraph article about AI.", - agent=researcher, - ) - ] - - crew = Crew(agents=[researcher], tasks=tasks, process=Process.sequential, verbose=1) - - crew.kickoff() - captured = capsys.readouterr() - expected_strings = ["Working Agent: Researcher", "[Researcher] Task output:"] - - for expected_string in expected_strings: - assert expected_string in captured.out - - # Now test with verbose set to 2 - crew._logger = Logger(verbose_level=2) - crew.kickoff() - captured = capsys.readouterr() - expected_strings = [ - "Working Agent: Researcher", - "Starting Task: Write about AI advancements.", - "[Researcher] Task output:", - ] - - for expected_string in expected_strings: - assert expected_string in captured.out - - @pytest.mark.vcr(filter_headers=["authorization"]) def test_cache_hitting_between_agents(): from unittest.mock import call, patch @@ -561,7 +529,7 @@ def test_api_calls_throttling(capsys): agent=agent, ) - crew = Crew(agents=[agent], tasks=[task], max_rpm=2, verbose=2) + crew = Crew(agents=[agent], tasks=[task], max_rpm=2, verbose=True) with patch.object(RPMController, "_wait_for_next_minute") as moveon: moveon.return_value = True @@ -622,7 +590,7 @@ def test_agents_rpm_is_never_set_if_crew_max_RPM_is_not_set(): agent=agent, ) - Crew(agents=[agent], tasks=[task], verbose=2) + Crew(agents=[agent], tasks=[task], verbose=True) assert agent._rpm_controller is None @@ -2568,3 +2536,49 @@ def test_crew_testing_function(mock_kickoff, crew_evaluator): mock.call().print_crew_evaluation_result(), ] ) + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_hierarchical_verbose_manager_agent(): + from langchain_openai import ChatOpenAI + + task = Task( + description="Come up with a list of 5 interesting ideas to explore for an article, then write one amazing paragraph highlight for each idea that showcases how good an article about this topic could be. Return the list of ideas with their paragraph and your notes.", + expected_output="5 bullet points with a paragraph for each idea.", + ) + + crew = Crew( + agents=[researcher, writer], + tasks=[task], + process=Process.hierarchical, + manager_llm=ChatOpenAI(temperature=0, model="gpt-4o"), + verbose=True, + ) + + crew.kickoff() + + assert crew.manager_agent is not None + assert crew.manager_agent.verbose + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_hierarchical_verbose_false_manager_agent(): + from langchain_openai import ChatOpenAI + + task = Task( + description="Come up with a list of 5 interesting ideas to explore for an article, then write one amazing paragraph highlight for each idea that showcases how good an article about this topic could be. Return the list of ideas with their paragraph and your notes.", + expected_output="5 bullet points with a paragraph for each idea.", + ) + + crew = Crew( + agents=[researcher, writer], + tasks=[task], + process=Process.hierarchical, + manager_llm=ChatOpenAI(temperature=0, model="gpt-4o"), + verbose=False, + ) + + crew.kickoff() + + assert crew.manager_agent is not None + assert not crew.manager_agent.verbose diff --git a/tests/task_test.py b/tests/task_test.py index af704ecfb..4a1c20491 100644 --- a/tests/task_test.py +++ b/tests/task_test.py @@ -434,7 +434,7 @@ def test_output_pydantic_to_another_task(): agent=scorer, ) - crew = Crew(agents=[scorer], tasks=[task1, task2], verbose=2) + crew = Crew(agents=[scorer], tasks=[task1, task2], verbose=True) result = crew.kickoff() pydantic_result = result.pydantic assert isinstance(