From 0b9092702bc39f2f8bf823fa3543b9056404e5f4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jo=C3=A3o=20Moura?= Date: Mon, 18 Nov 2024 00:21:19 -0300 Subject: [PATCH] adding before and after crew --- .gitignore | 4 + src/crewai/project/__init__.py | 4 + src/crewai/project/annotations.py | 10 + src/crewai/project/crew_base.py | 58 +- .../test_after_crew_modification.yaml | 449 ++++++++++++++ .../test_before_crew_modification.yaml | 445 ++++++++++++++ .../test_before_crew_with_none_input.yaml | 438 ++++++++++++++ .../cassettes/test_crew_execution_order.yaml | 450 ++++++++++++++ .../test_multiple_before_after_crew.yaml | 565 ++++++++++++++++++ tests/config/agents.yaml | 21 + tests/config/tasks.yaml | 17 + tests/project_test.py | 172 +++++- 12 files changed, 2624 insertions(+), 9 deletions(-) create mode 100644 tests/cassettes/test_after_crew_modification.yaml create mode 100644 tests/cassettes/test_before_crew_modification.yaml create mode 100644 tests/cassettes/test_before_crew_with_none_input.yaml create mode 100644 tests/cassettes/test_crew_execution_order.yaml create mode 100644 tests/cassettes/test_multiple_before_after_crew.yaml create mode 100644 tests/config/agents.yaml create mode 100644 tests/config/tasks.yaml diff --git a/.gitignore b/.gitignore index ad64db4e7..8559a290c 100644 --- a/.gitignore +++ b/.gitignore @@ -17,3 +17,7 @@ rc-tests/* temp/* .vscode/* crew_tasks_output.json +.codesight +.mypy_cache +.ruff_cache +.venv diff --git a/src/crewai/project/__init__.py b/src/crewai/project/__init__.py index 34759f465..1dbb6e41b 100644 --- a/src/crewai/project/__init__.py +++ b/src/crewai/project/__init__.py @@ -9,6 +9,8 @@ from .annotations import ( pipeline, task, tool, + before_crew, + after_crew, ) from .crew_base import CrewBase from .pipeline_base import PipelineBase @@ -26,4 +28,6 @@ __all__ = [ "llm", "cache_handler", "pipeline", + "before_crew", + "after_crew", ] diff --git a/src/crewai/project/annotations.py b/src/crewai/project/annotations.py index 6c0b9942a..c1a497fa1 100644 --- a/src/crewai/project/annotations.py +++ b/src/crewai/project/annotations.py @@ -5,6 +5,16 @@ from crewai import Crew from crewai.project.utils import memoize +def before_crew(func): + func.is_before_crew = True + return func + + +def after_crew(func): + func.is_after_crew = True + return func + + def task(func): func.is_task = True diff --git a/src/crewai/project/crew_base.py b/src/crewai/project/crew_base.py index a420c4dd2..ed48b24d1 100644 --- a/src/crewai/project/crew_base.py +++ b/src/crewai/project/crew_base.py @@ -34,18 +34,39 @@ def CrewBase(cls: T) -> T: self.map_all_agent_variables() self.map_all_task_variables() - # Preserve task and agent information - self._original_tasks = { + # Preserve all decorated functions + self._original_functions = { name: method for name, method in cls.__dict__.items() - if hasattr(method, "is_task") and method.is_task - } - self._original_agents = { - name: method - for name, method in cls.__dict__.items() - if hasattr(method, "is_agent") and method.is_agent + if any( + hasattr(method, attr) + for attr in [ + "is_task", + "is_agent", + "is_before_crew", + "is_after_crew", + "is_kickoff", + ] + ) } + # Store specific function types + self._original_tasks = self._filter_functions( + self._original_functions, "is_task" + ) + self._original_agents = self._filter_functions( + self._original_functions, "is_agent" + ) + self._before_crew = self._filter_functions( + self._original_functions, "is_before_crew" + ) + self._after_crew = self._filter_functions( + self._original_functions, "is_after_crew" + ) + self._kickoff = self._filter_functions( + self._original_functions, "is_kickoff" + ) + @staticmethod def load_yaml(config_path: Path): try: @@ -192,4 +213,25 @@ def CrewBase(cls: T) -> T: callback_functions[callback]() for callback in callbacks ] + def kickoff(self, inputs=None): + # Execute before_crew functions and allow them to modify inputs + for _, func in self._before_crew.items(): + modified_inputs = func(self, inputs) + if modified_inputs is not None: + inputs = modified_inputs + + # Get the crew instance + crew_instance = self.crew() + + # Execute the crew's tasks + result = crew_instance.kickoff(inputs=inputs) + + # Execute after_crew functions and allow them to modify the output + for _, func in self._after_crew.items(): + modified_result = func(self, result) + if modified_result is not None: + result = modified_result + + return result + return cast(T, WrappedClass) diff --git a/tests/cassettes/test_after_crew_modification.yaml b/tests/cassettes/test_after_crew_modification.yaml new file mode 100644 index 000000000..e9d6926b0 --- /dev/null +++ b/tests/cassettes/test_after_crew_modification.yaml @@ -0,0 +1,449 @@ +interactions: +- request: + body: !!binary | + CuMOCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSug4KEgoQY3Jld2FpLnRl + bGVtZXRyeRKSDAoQK+dPhrB8w3HKFlxX60XzYRIIk5aB+A8oCWQqDENyZXcgQ3JlYXRlZDABObix + K+HWrwgYQcBiMeHWrwgYShoKDmNyZXdhaV92ZXJzaW9uEggKBjAuODAuMEoaCg5weXRob25fdmVy + c2lvbhIICgYzLjExLjdKLgoIY3Jld19rZXkSIgogZjM0NmE5YWQ2ZDczMDYzZTA2NzdiMTdjZTlj + NTAxNzdKMQoHY3Jld19pZBImCiQ3NjRjZWM1YS04NzkxLTRmN2MtOWY0MC1hNTMzMzJmOTk3YzBK + HAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRpYWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNyZXdf + bnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3X251bWJlcl9vZl9hZ2VudHMSAhgCSqwFCgtjcmV3 + X2FnZW50cxKcBQqZBVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIs + ICJpZCI6ICJjZDgwYjlhNy1hN2QzLTQzNTQtYjUyOC1jMzAyODA0MjA3YzgiLCAicm9sZSI6ICJ7 + dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJib3NlPyI6IGZhbHNlLCAibWF4 + X2l0ZXIiOiAyMCwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwg + ImxsbSI6ICJncHQtNG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3dfY29k + ZV9leGVjdXRpb24/IjogZmFsc2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFtZXMi + OiBbXX0sIHsia2V5IjogImJiMDY4Mzc3YzE2NDFiZTZkN2Q5N2E1MTY1OWRiNjEzIiwgImlkIjog + ImJmZjc3YmUyLWU4MjQtNGEyOS1hZTFlLTQyMWFjMzc2MjY2YyIsICJyb2xlIjogInt0b3BpY30g + UmVwb3J0aW5nIEFuYWx5c3RcbiIsICJ2ZXJib3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAyMCwg + Im1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJncHQt + NG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRpb24/ + IjogZmFsc2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX1dSpMECgpj + cmV3X3Rhc2tzEoQECoEEW3sia2V5IjogIjZhZmM0YjM5NjI1OWZiYjc2ODFmNTZjNzc1NWNjOTM3 + IiwgImlkIjogIjRmNTFlYzM2LTVlMDctNGU4Ni1iYzIxLWU1MTQ0Mzg2YmIyYSIsICJhc3luY19l + eGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAi + e3RvcGljfSBTZW5pb3IgRGF0YSBSZXNlYXJjaGVyXG4iLCAiYWdlbnRfa2V5IjogIjczYzM0OWM5 + M2MxNjNiNWQ0ZGY5OGE2NGZhYzFjNDMwIiwgInRvb2xzX25hbWVzIjogW119LCB7ImtleSI6ICJi + MTdiMTg4ZGJmMTRmOTNhOThlNWI5NWFhZDM2NzU3NyIsICJpZCI6ICIwMGJmZDY5ZC03OWZiLTRj + MjctYTM0Yi02NzBkZWJlMzU0NWYiLCAiYXN5bmNfZXhlY3V0aW9uPyI6IGZhbHNlLCAiaHVtYW5f + aW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gUmVwb3J0aW5nIEFuYWx5c3Rc + biIsICJhZ2VudF9rZXkiOiAiYmIwNjgzNzdjMTY0MWJlNmQ3ZDk3YTUxNjU5ZGI2MTMiLCAidG9v + bHNfbmFtZXMiOiBbXX1degIYAYUBAAEAABKOAgoQsN5cQC9ZzBr2B0OKBR2WCxII3ULL7Wk965Yq + DFRhc2sgQ3JlYXRlZDABOWB9ROHWrwgYQfg0ReHWrwgYSi4KCGNyZXdfa2V5EiIKIGYzNDZhOWFk + NmQ3MzA2M2UwNjc3YjE3Y2U5YzUwMTc3SjEKB2NyZXdfaWQSJgokNzY0Y2VjNWEtODc5MS00Zjdj + LTlmNDAtYTUzMzMyZjk5N2MwSi4KCHRhc2tfa2V5EiIKIDZhZmM0YjM5NjI1OWZiYjc2ODFmNTZj + Nzc1NWNjOTM3SjEKB3Rhc2tfaWQSJgokNGY1MWVjMzYtNWUwNy00ZTg2LWJjMjEtZTUxNDQzODZi + YjJhegIYAYUBAAEAAA== + headers: + Accept: + - 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This model can + process text, audio, and images simultaneously, enhancing its applications in + fields like voice assistants and image captioning.\n\n3. **Anthropic''s Claude**: + Claude, by Anthropic, is designed to prioritize safety and ethical considerations + in LLM usage. It''s built to minimize harmful outputs and biases prevalent in + earlier language models, demonstrating a shift towards responsible AI deployment.\n\n4. + **Meta''s Open Pre-trained Transformer (OPT) 3.0**: Meta has introduced OPT + 3.0, boasting efficient training approaches that lower computational costs while + maintaining high performance. The model excels in translation tasks and has + become a popular choice for academic research due to its open-access policy.\n\n5. + **Language Model Distillation Advances**: Recent advances in model distillation + techniques have allowed developers to deploy smaller, more efficient language + models on edge devices without notably compromising performance, expanding the + accessibility and application of LLMs in mobile and IoT devices.\n\n6. **Fine-Tuning + with Limited Data**: Methods for fine-tuning LLMs with limited data have improved, + enabling customization for niche applications without the need for vast datasets. + This development has opened doors to using LLMs in specialized industries, like + legal and medical sectors.\n\n7. **Ethical and Transparent AI Use**: 2024 has + seen a significant emphasis on ethical AI, with organizations establishing standardized + frameworks for LLM transparency and accountability. More companies are adopting + practices like AI model cards to disclose model capabilities, limitations, and + data sources.\n\n8. **The Rise of Prompt Engineering**: As models become more + advanced, prompt engineering has emerged as a crucial technique for optimizing + model outputs. This involves designing specific input prompts that guide LLMs + to yield desired results, thus enhancing usability in content creation and customer + service.\n\n9. **Integration with Augmented Reality**: Language models in 2024 + are increasingly being integrated with AR technologies to provide real-time + language translation, virtual assistants in immersive environments, and interactive + educational tools, enriching the user''s experience with contextualized AI assistance.\n\n10. + **Regulatory Developments**: Governments worldwide are progressing towards formalizing + regulations around LLM usage, focusing on data privacy, security, and ethical + concerns. 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You''re a meticulous analyst with a keen eye for detail. You''re + known for your ability to turn complex data into clear and concise reports, + making it easy for others to understand and act on the information you provide.\n\nYour + personal goal is: Create detailed reports based on Bicycles data analysis and + research findings\n\nTo give my best complete final answer to the task use the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!"}, + {"role": "user", "content": "\nCurrent Task: Review the context you got and + expand each topic into a full section for a report. Make sure the report is + detailed and contains any and all relevant information.\n\n\nThis is the expect + criteria for your final answer: A fully fledge reports with the mains topics, + each with a full section of information. Formatted as markdown without ''```''\n\nyou + MUST return the actual complete content as the final answer, not a summary.\n\nThis + is the context you''re working with:\n1. **Electric Bicycles (E-Bikes) Dominate + the Market:** In 2024, e-bikes continue to lead in sales growth globally. Their + popularity is fueled by the advancement in battery technology, offering longer + ranges and shorter charging times, making commuting more efficient and sustainable + in urban environments.\n\n2. **Integration with Smart Technology:** Bicycle + manufacturers are increasingly incorporating IoT technology to enhance user + experience. Features like GPS tracking, fitness data logging, and anti-theft + systems directly linked to smartphones are becoming standard in newer models.\n\n3. + **Sustainable Manufacturing Techniques:** Environmental concerns have pushed + companies to adopt greener manufacturing processes, such as utilizing recycled + materials, reducing carbon footprints in production, and implementing circular + economies within the bicycle industry.\n\n4. **Innovations in Lightweight Materials:** + The development of new composite materials, including carbon and graphene, results + in extremely lightweight and durable frames. This advancement is particularly + noticeable in racing and mountain bikes, enhancing performance and speed.\n\n5. + **Customizable and Modular Bike Designs:** In 2024, there is a notable trend + toward bikes with modular designs that allow riders to customize parts and accessories + easily. This trend caters to diverse consumer needs and promotes longer bike + life cycles by allowing for parts replacement instead of whole bikes.\n\n6. + **Expansion of Urban Cycling Infrastructure:** More cities worldwide are investing + in cycling-friendly infrastructure, such as dedicated bike lanes and bike-sharing + schemes, to encourage eco-friendly commuting and reduce traffic congestion.\n\n7. + **Health and Wellness Benefits:** With growing awareness of health and fitness, + more people are choosing cycling as a daily exercise routine. 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Frameworks for ensuring fairness, reducing biases, and enhancing + transparency in outputs are being developed. New protocols are in place to predict + and mitigate potential misuses of LLMs to improve trust and reliability.\n\n6. + **Proliferation of Open Source Models**: With the community demanding transparency + and flexibility, many open-source LLMs have been developed to promote research + and innovation. These models provide robust alternatives to commercial counterparts + and enhance collaborative development efforts across the globe.\n\n7. **Emergence + of LLM-Driven Applications**: 2024 has seen a rise in applications based on + LLM technology, including advanced customer service bots, dynamic content creation + tools, and educational software that personalizes learning experiences. 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You''re a seasoned researcher with a knack for uncovering the + latest developments in plants. Known for your ability to find the most relevant + information and present it in a clear and concise manner.\n\nYour personal goal + is: Uncover cutting-edge developments in plants\n\nTo give my best complete + final answer to the task use the exact following format:\n\nThought: I now can + give a great answer\nFinal Answer: Your final answer must be the great and the + most complete as possible, it must be outcome described.\n\nI MUST use these + formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task: + Conduct a thorough research about plants Make sure you find any interesting + and relevant information given the current year is 2024.\n\n\nThis is the expect + criteria for your final answer: A list with 10 bullet points of the most relevant + information about plants\n\nyou MUST return the actual complete content as the + final answer, not a summary.\n\nBegin! 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You''re known for your + ability to turn complex data into clear and concise reports, making it easy + for others to understand and act on the information you provide.\n\nYour personal + goal is: Create detailed reports based on plants data analysis and research + findings\n\nTo give my best complete final answer to the task use the exact + following format:\n\nThought: I now can give a great answer\nFinal Answer: Your + final answer must be the great and the most complete as possible, it must be + outcome described.\n\nI MUST use these formats, my job depends on it!"}, {"role": + "user", "content": "\nCurrent Task: Review the context you got and expand each + topic into a full section for a report. Make sure the report is detailed and + contains any and all relevant information.\n\n\nThis is the expect criteria + for your final answer: A fully fledge reports with the mains topics, each with + a full section of information. Formatted as markdown without ''```''\n\nyou + MUST return the actual complete content as the final answer, not a summary.\n\nThis + is the context you''re working with:\n1. **Vertical Farming Advancements**: + In 2024, vertical farming is set to revolutionize how we grow plants by maximizing + space and resource efficiency. New technologies allow for urban agriculture + with minimal ecological impact, using hydroponics and aeroponics to cultivate + fresh produce in city environments.\n\n2. **CRISPR and Plant Genetics**: CRISPR + technology has advanced significantly, enabling precise genome editing in plants. + This allows for the development of crops that are more resistant to diseases, + pests, and climate change, potentially increasing yield and food security worldwide.\n\n3. + **Biodiversity Conservation**: Efforts to conserve plant biodiversity have gained + traction, with initiatives focusing on seed banks and botanical gardens. 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Researchers are developing + plants specifically engineered to absorb heavy metals and other toxins from + the soil and water, aiding in environmental restoration.\n\n6. **Synthetic Botany**: + This emerging field involves redesigning plant biological processes to create + new functionalities such as biofuels, pharmaceuticals, and other valuable compounds. + This interdisciplinary approach opens new avenues for plant-based technology.\n\n7. + **Climate-Resilient Crops**: With climate change posing significant threats + to agriculture, developing crops that can withstand extreme weather conditions + such as drought and floods is a top priority. 2024 sees breakthroughs in engineering + crops that maintain productivity under these stressors.\n\n8. **Algae Farming + Innovations**: Algae are increasingly used in various industries due to their + efficiency in photosynthesis and rapid growth. Innovations in algae farming + are contributing to biofuel production, carbon capture, and sustainable aquaculture + feeds.\n\n9. **Edible Plant Packaging**: The trend towards sustainability in + reducing plastic waste has led to innovations in plant-based, edible packaging. + These biodegradable solutions are making headway in food safety, reducing waste, + and providing a more sustainable packaging alternative.\n\n10. **Forest Restoration + Projects**: Large-scale reforestation efforts are underway globally to combat + deforestation and habitat loss. These projects integrate traditional knowledge + with modern practices to restore ecosystems, promote biodiversity, and mitigate + climate impacts.\n\nBegin! 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access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '17464' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '10000' + x-ratelimit-limit-tokens: + - '30000000' + x-ratelimit-remaining-requests: + - '9999' + x-ratelimit-remaining-tokens: + - '29998958' + x-ratelimit-reset-requests: + - 6ms + x-ratelimit-reset-tokens: + - 2ms + x-request-id: + - req_9b9ed646842761c5b091045f5e85bfd3 + status: + code: 200 + message: OK +version: 1 diff --git a/tests/config/agents.yaml b/tests/config/agents.yaml new file mode 100644 index 000000000..84e8ef3cc --- /dev/null +++ b/tests/config/agents.yaml @@ -0,0 +1,21 @@ +researcher: + role: > + {topic} Senior Data Researcher + goal: > + Uncover cutting-edge developments in {topic} + backstory: > + You're a seasoned researcher with a knack for uncovering the latest + developments in {topic}. Known for your ability to find the most relevant + information and present it in a clear and concise manner. + verbose: true + +reporting_analyst: + role: > + {topic} Reporting Analyst + goal: > + Create detailed reports based on {topic} data analysis and research findings + backstory: > + You're a meticulous analyst with a keen eye for detail. You're known for + your ability to turn complex data into clear and concise reports, making + it easy for others to understand and act on the information you provide. + verbose: true \ No newline at end of file diff --git a/tests/config/tasks.yaml b/tests/config/tasks.yaml new file mode 100644 index 000000000..f30820855 --- /dev/null +++ b/tests/config/tasks.yaml @@ -0,0 +1,17 @@ +research_task: + description: > + Conduct a thorough research about {topic} + Make sure you find any interesting and relevant information given + the current year is 2024. + expected_output: > + A list with 10 bullet points of the most relevant information about {topic} + agent: researcher + +reporting_task: + description: > + Review the context you got and expand each topic into a full section for a report. + Make sure the report is detailed and contains any and all relevant information. + expected_output: > + A fully fledge reports with the mains topics, each with a full section of information. + Formatted as markdown without '```' + agent: reporting_analyst diff --git a/tests/project_test.py b/tests/project_test.py index 188ba024d..329886a25 100644 --- a/tests/project_test.py +++ b/tests/project_test.py @@ -1,6 +1,9 @@ from crewai.agent import Agent -from crewai.project import agent, task +from crewai.project import agent, task, before_crew, after_crew, crew +from crewai.project import CrewBase from crewai.task import Task +from crewai.crew import Crew +import pytest class SimpleCrew: @@ -23,6 +26,43 @@ class SimpleCrew: ) +@CrewBase +class TestCrew: + agents_config = "config/agents.yaml" + tasks_config = "config/tasks.yaml" + + @agent + def researcher(self): + return Agent(config=self.agents_config["researcher"]) + + @agent + def reporting_analyst(self): + return Agent(config=self.agents_config["reporting_analyst"]) + + @task + def research_task(self): + return Task(config=self.tasks_config["research_task"]) + + @task + def reporting_task(self): + return Task(config=self.tasks_config["reporting_task"]) + + @before_crew + def modify_inputs(self, inputs): + if inputs: + inputs["topic"] = "Bicycles" + return inputs + + @after_crew + def modify_outputs(self, outputs): + outputs.raw = outputs.raw + " post processed" + return outputs + + @crew + def crew(self): + return Crew(agents=self.agents, tasks=self.tasks, verbose=True) + + def test_agent_memoization(): crew = SimpleCrew() first_call_result = crew.simple_agent() @@ -53,3 +93,133 @@ def test_task_name(): assert ( custom_named_task.name == "Custom" ), "Custom task name is not being set as expected" + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_before_crew_modification(): + crew = TestCrew() + inputs = {"topic": "LLMs"} + result = crew.kickoff(inputs=inputs) + print(result.raw) + assert "bicycles" in result.raw, "Before crew function did not modify inputs" + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_after_crew_modification(): + crew = TestCrew() + # Assuming the crew execution returns a dict + result = crew.kickoff({"topic": "LLMs"}) + + assert "post processed" in result.raw, "After crew function did not modify outputs" + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_before_crew_with_none_input(): + crew = TestCrew() + crew.crew().kickoff(None) + # Test should pass without raising exceptions + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_multiple_before_after_crew(): + @CrewBase + class MultipleHooksCrew: + agents_config = "config/agents.yaml" + tasks_config = "config/tasks.yaml" + + @agent + def researcher(self): + return Agent(config=self.agents_config["researcher"]) + + @agent + def reporting_analyst(self): + return Agent(config=self.agents_config["reporting_analyst"]) + + @task + def research_task(self): + return Task(config=self.tasks_config["research_task"]) + + @task + def reporting_task(self): + return Task(config=self.tasks_config["reporting_task"]) + + @before_crew + def first_before(self, inputs): + inputs["topic"] = "Bicycles" + return inputs + + @before_crew + def second_before(self, inputs): + inputs["topic"] = "plants" + return inputs + + @after_crew + def first_after(self, outputs): + outputs.raw = outputs.raw + " processed first" + return outputs + + @after_crew + def second_after(self, outputs): + outputs.raw = outputs.raw + " processed second" + return outputs + + @crew + def crew(self): + return Crew(agents=self.agents, tasks=self.tasks, verbose=True) + + crew = MultipleHooksCrew() + result = crew.kickoff({"topic": "LLMs"}) + + assert "plants" in result.raw, "First before_crew not executed" + assert "processed first" in result.raw, "First after_crew not executed" + assert "processed second" in result.raw, "Second after_crew not executed" + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_crew_execution_order(): + execution_order = [] + + @CrewBase + class OrderTestCrew: + agents_config = "config/agents.yaml" + tasks_config = "config/tasks.yaml" + + @agent + def researcher(self): + return Agent(config=self.agents_config["researcher"]) + + @agent + def reporting_analyst(self): + return Agent(config=self.agents_config["reporting_analyst"]) + + @task + def research_task(self): + execution_order.append("task") + return Task(config=self.tasks_config["research_task"]) + + @task + def reporting_task(self): + return Task(config=self.tasks_config["reporting_task"]) + + @before_crew + def before(self, inputs): + execution_order.append("before") + return inputs + + @after_crew + def after(self, outputs): + execution_order.append("after") + return outputs + + @crew + def crew(self): + return Crew(agents=self.agents, tasks=self.tasks, verbose=True) + + crew = OrderTestCrew() + crew.kickoff({"topic": "LLMs"}) + + assert execution_order == [ + "before", + "task", + "after", + ], "Crew execution order is incorrect"