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In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116:\n 1. Modify the data type of the `cause_by` value in the `Message` to a string, and utilize the new message\n distribution feature for message filtering.\n 2. Consolidate message reception and processing logic within `_observe`.\n 3. Fix bug: Add logic for handling asynchronous message processing when messages are not ready.\n 4. Supplemented the external transmission of internal messages.\n@Modified By: mashenquan, 2023-11-27.\n 1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\n 2. According to the design in Section 2.2.3.5.5 of RFC 135, add incremental iteration functionality.\n@Modified By: mashenquan, 2023-12-5. 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In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116, modify the data\n type of the `cause_by` value in the `Message` to a string, and utilize the new message filtering feature.\n@Modified By: mashenquan, 2023-11-27.\n 1. Following the think-act principle, solidify the task parameters when creating the\n WriteTest/RunCode/DebugError object, rather than passing them in when calling the run function.\n 2. According to Section 2.2.3.5.7 of RFC 135, change the method of transferring files from using the Message\n to using file references.\n@Modified By: mashenquan, 2023-12-5. Enhance the workflow to navigate to WriteCode or QaEngineer based on the results\n of SummarizeCode.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":16,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 14:43\\n@Author : alexanderwu\\n@File : qa_engineer.py\\n@Modified By: mashenquan, 2023-11-1. In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116, modify the data\\n type of the `cause_by` value in the `Message` to a string, and utilize the new message filtering feature.\\n@Modified By: mashenquan, 2023-11-27.\\n 1. Following the think-act principle, solidify the task parameters when creating the\\n WriteTest/RunCode/DebugError object, rather than passing them in when calling the run function.\\n 2. According to Section 2.2.3.5.7 of RFC 135, change the method of transferring files from using the Message\\n to using file references.\\n@Modified By: mashenquan, 2023-12-5. Enhance the workflow to navigate to WriteCode or QaEngineer based on the results\\n of SummarizeCode.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.actions"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"DebugError\",\"RunCode\",\"WriteTest\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['DebugError', 'RunCode', 'WriteTest']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.actions.summarize_code"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.summarize_code\",\"names\":[\"SummarizeCode\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['SummarizeCode']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.const"}, {"id": "{\"lineno\":20,\"end_lineno\":20,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"MESSAGE_ROUTE_TO_NONE\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['MESSAGE_ROUTE_TO_NONE']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.logs"}, {"id": "metagpt/roles/qa_engineer.py:names:['logger']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.roles"}, {"id": "metagpt/roles/qa_engineer.py:names:['Role']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.schema"}, {"id": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Document\",\"Message\",\"RunCodeContext\",\"TestingContext\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['Document', 'Message', 'RunCodeContext', 'TestingContext']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_str_set\",\"parse_recipient\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['any_to_str_set', 'parse_recipient']"}, {"id": "{\"lineno\":27,\"end_lineno\":181,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"QaEngineer\"],\"properties\":{}}"}, {"id": "metagpt/roles/teacher.py:Teacher:__init__"}, {"id": "metagpt/roles/teacher.py:Teacher:_think"}, {"id": "metagpt/roles/teacher.py:Teacher:_react"}, {"id": "metagpt/roles/teacher.py:ast.Constant:\n@Time : 2023/7/27\n@Author : mashenquan\n@File : teacher.py\n@Desc : Used by Agent Store\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\n\n"}, {"id": "{\"lineno\":3,\"end_lineno\":10,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/7/27\\n@Author : mashenquan\\n@File : teacher.py\\n@Desc : Used by Agent Store\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\\n\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/teacher.py:re"}, {"id": "metagpt/roles/teacher.py:module:metagpt.actions"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"UserRequirement\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['UserRequirement']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.actions.write_teaching_plan"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.write_teaching_plan\",\"names\":[\"TeachingPlanBlock\",\"WriteTeachingPlanPart\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['TeachingPlanBlock', 'WriteTeachingPlanPart']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.logs"}, {"id": "metagpt/roles/teacher.py:names:['logger']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.roles"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['Role']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.schema"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Message\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['Message']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_str\",\"awrite\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['any_to_str', 'awrite']"}, {"id": "{\"lineno\":22,\"end_lineno\":111,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Teacher\"],\"properties\":{}}"}, {"id": "metagpt/roles/product_manager.py:ProductManager:__init__"}, {"id": "metagpt/roles/product_manager.py:ProductManager:_think"}, {"id": "metagpt/roles/product_manager.py:ProductManager:_observe"}, {"id": "metagpt/roles/product_manager.py:ast.Constant:\n@Time : 2023/5/11 14:43\n@Author : alexanderwu\n@File : product_manager.py\n@Modified By: mashenquan, 2023/11/27. Add `PrepareDocuments` action according to Section 2.2.3.5.1 of RFC 135.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":8,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 14:43\\n@Author : alexanderwu\\n@File : product_manager.py\\n@Modified By: mashenquan, 2023/11/27. Add `PrepareDocuments` action according to Section 2.2.3.5.1 of RFC 135.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.actions"}, {"id": "{\"lineno\":10,\"end_lineno\":10,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"UserRequirement\",\"WritePRD\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['UserRequirement', 'WritePRD']"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.actions.prepare_documents"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.prepare_documents\",\"names\":[\"PrepareDocuments\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['PrepareDocuments']"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.roles.role"}, {"id": "{\"lineno\":12,\"end_lineno\":12,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles.role\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['Role']"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_name\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['any_to_name']"}, {"id": "{\"lineno\":16,\"end_lineno\":51,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"ProductManager\"],\"properties\":{}}"}, {"id": "metagpt/roles/sales.py:ast.Constant:\n@Time : 2023/5/25 17:21\n@Author : alexanderwu\n@File : sales.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/25 17:21\\n@Author : alexanderwu\\n@File : sales.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/sales.py:module:typing"}, {"id": "metagpt/roles/sales.py:names:['Optional']"}, {"id": "metagpt/roles/sales.py:module:pydantic"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\",\"model_validator\"]}}"}, {"id": "metagpt/roles/sales.py:names:['Field', 'model_validator']"}, {"id": "metagpt/roles/sales.py:module:metagpt.actions"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"SearchAndSummarize\",\"UserRequirement\"]}}"}, {"id": "metagpt/roles/sales.py:names:['SearchAndSummarize', 'UserRequirement']"}, {"id": "metagpt/roles/sales.py:module:metagpt.document_store.base_store"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.document_store.base_store\",\"names\":[\"BaseStore\"]}}"}, {"id": "metagpt/roles/sales.py:names:['BaseStore']"}, {"id": "metagpt/roles/sales.py:module:metagpt.roles"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/sales.py:names:['Role']"}, {"id": "metagpt/roles/sales.py:module:metagpt.tools.search_engine"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.tools.search_engine\",\"names\":[\"SearchEngine\"]}}"}, {"id": "metagpt/roles/sales.py:names:['SearchEngine']"}, {"id": "{\"lineno\":19,\"end_lineno\":41,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Sales\"],\"properties\":{}}"}, {"id": "metagpt/roles/searcher.py:Searcher:_act_sp"}, {"id": "metagpt/roles/searcher.py:Searcher:_act"}, {"id": "metagpt/roles/searcher.py:ast.Constant:\n@Time : 2023/5/23 17:25\n@Author : alexanderwu\n@File : searcher.py\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116, change the data type of\n the `cause_by` value in the `Message` to a string to support the new message distribution feature.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":9,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/23 17:25\\n@Author : alexanderwu\\n@File : searcher.py\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116, change the data type of\\n the `cause_by` value in the `Message` to a string to support the new message distribution feature.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/searcher.py:module:typing"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Optional\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['Optional']"}, {"id": "metagpt/roles/searcher.py:module:pydantic"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\",\"model_validator\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['Field', 'model_validator']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.actions"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"SearchAndSummarize\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['SearchAndSummarize']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.actions.action_node"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_node\",\"names\":[\"ActionNode\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['ActionNode']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.actions.action_output"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_output\",\"names\":[\"ActionOutput\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['ActionOutput']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.logs"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.logs\",\"names\":[\"logger\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['logger']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.roles"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['Role']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.schema"}, {"id": "metagpt/roles/searcher.py:names:['Message']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.tools.search_engine"}, {"id": "{\"lineno\":21,\"end_lineno\":21,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.tools.search_engine\",\"names\":[\"SearchEngine\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['SearchEngine']"}, {"id": "{\"lineno\":24,\"end_lineno\":69,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Searcher\"],\"properties\":{}}"}, {"id": "metagpt/roles/assistant.py:Assistant:__init__"}, {"id": "metagpt/roles/assistant.py:Assistant:_plan"}, {"id": "metagpt/roles/assistant.py:ast.Constant:\n@Time : 2023/8/7\n@Author : mashenquan\n@File : assistant.py\n@Desc : I am attempting to incorporate certain symbol concepts from UML into MetaGPT, enabling it to have the\n ability to freely construct flows through symbol concatenation. Simultaneously, I am also striving to\n make these symbols configurable and standardized, making the process of building flows more convenient.\n For more about `fork` node in activity diagrams, see: `https://www.uml-diagrams.org/activity-diagrams.html`\n This file defines a `fork` style meta role capable of generating arbitrary roles at runtime based on a\n configuration file.\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false\n indicates that further reasoning cannot continue.\n\n"}, {"id": "{\"lineno\":3,\"end_lineno\":16,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/8/7\\n@Author : mashenquan\\n@File : assistant.py\\n@Desc : I am attempting to incorporate certain symbol concepts from UML into MetaGPT, enabling it to have the\\n ability to freely construct flows through symbol concatenation. Simultaneously, I am also striving to\\n make these symbols configurable and standardized, making the process of building flows more convenient.\\n For more about `fork` node in activity diagrams, see: `https://www.uml-diagrams.org/activity-diagrams.html`\\n This file defines a `fork` style meta role capable of generating arbitrary roles at runtime based on a\\n configuration file.\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false\\n indicates that further reasoning cannot continue.\\n\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/assistant.py:module:enum"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"enum\",\"names\":[\"Enum\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Enum']"}, {"id": "metagpt/roles/assistant.py:module:pathlib"}, {"id": "metagpt/roles/assistant.py:names:['Path']"}, {"id": "metagpt/roles/assistant.py:module:typing"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Optional\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Optional']"}, {"id": "metagpt/roles/assistant.py:module:pydantic"}, {"id": "{\"lineno\":21,\"end_lineno\":21,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Field']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.actions.skill_action"}, {"id": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.skill_action\",\"names\":[\"ArgumentsParingAction\",\"SkillAction\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['ArgumentsParingAction', 'SkillAction']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.actions.talk_action"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.talk_action\",\"names\":[\"TalkAction\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['TalkAction']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.learn.skill_loader"}, {"id": "{\"lineno\":25,\"end_lineno\":25,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.learn.skill_loader\",\"names\":[\"SkillsDeclaration\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['SkillsDeclaration']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.logs"}, {"id": "metagpt/roles/assistant.py:names:['logger']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.memory.brain_memory"}, {"id": "{\"lineno\":27,\"end_lineno\":27,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.memory.brain_memory\",\"names\":[\"BrainMemory\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['BrainMemory']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.roles"}, {"id": "{\"lineno\":28,\"end_lineno\":28,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Role']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.schema"}, {"id": "{\"lineno\":29,\"end_lineno\":29,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Message\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Message']"}, {"id": "{\"lineno\":32,\"end_lineno\":34,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"MessageType\"],\"properties\":{}}"}, {"id": "{\"lineno\":37,\"end_lineno\":139,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Assistant\"],\"properties\":{}}"}, {"id": "metagpt/roles/__init__.py"}, {"id": "metagpt/roles/__init__.py:__all__"}, {"id": "metagpt/roles/__init__.py:ast.Constant:\n@Time : 2023/5/11 14:43\n@Author : alexanderwu\n@File : __init__.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 14:43\\n@Author : alexanderwu\\n@File : __init__.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/__init__.py:module:metagpt.roles.role"}, {"id": "{\"lineno\":9,\"end_lineno\":9,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles.role\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/__init__.py:names:['Role']"}, {"id": 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A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\n 1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\n consolidated within the `_observe` function.\n 2. Standardize the message filtering for string label matching. Role objects can access the message labels\n they've subscribed to through the `subscribed_tags` property.\n 3. Move the message receive buffer from the global variable `self.rc.env.memory` to the role's private variable\n `self.rc.msg_buffer` for easier message identification and asynchronous appending of messages.\n 4. Standardize the way messages are passed: `publish_message` sends messages out, while `put_message` places\n messages into the Role object's private message receive buffer. There are no other message transmit methods.\n 5. Standardize the parameters for the `run` function: the `test_message` parameter is used for testing purposes\n only. In the normal workflow, you should use `publish_message` or `put_message` to transmit messages.\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\n functionality is to be consolidated into the `Environment` class.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":21,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 14:42\\n@Author : alexanderwu\\n@File : role.py\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\\n 1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\\n consolidated within the `_observe` function.\\n 2. 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Following the think-act principle, solidify the task parameters when creating the\n WriteTest object, rather than passing them in when calling the run function.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":9,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 22:12\\n@Author : alexanderwu\\n@File : write_test.py\\n@Modified By: mashenquan, 2023-11-27. Following the think-act principle, solidify the task parameters when creating the\\n WriteTest object, rather than passing them in when calling the run function.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_test.py:module:typing"}, {"id": "metagpt/actions/write_test.py:names:['Optional']"}, {"id": "metagpt/actions/write_test.py:module:metagpt.actions.action"}, {"id": "metagpt/actions/write_test.py:names:['Action']"}, {"id": "metagpt/actions/write_test.py:module:metagpt.const"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"TEST_CODES_FILE_REPO\"]}}"}, {"id": "metagpt/actions/write_test.py:names:['TEST_CODES_FILE_REPO']"}, {"id": "metagpt/actions/write_test.py:module:metagpt.logs"}, {"id": "metagpt/actions/write_test.py:names:['logger']"}, {"id": "metagpt/actions/write_test.py:module:metagpt.schema"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Document\",\"TestingContext\"]}}"}, {"id": "metagpt/actions/write_test.py:names:['Document', 'TestingContext']"}, {"id": "metagpt/actions/write_test.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"CodeParser\"]}}"}, {"id": "metagpt/actions/write_test.py:names:['CodeParser']"}, {"id": "{\"lineno\":19,\"end_lineno\":37,\"type_name\":\"ast.Assign\",\"tokens\":[\"PROMPT_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":40,\"end_lineno\":70,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"WriteTest\"],\"properties\":{}}"}, {"id": "metagpt/actions/action_graph.py:ActionGraph:__init__"}, {"id": "metagpt/actions/action_graph.py:ast.Constant:\n@Time : 2024/1/30 13:52\n@Author : alexanderwu\n@File : action_graph.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2024/1/30 13:52\\n@Author : alexanderwu\\n@File : action_graph.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/action_graph.py:module:__future__"}, {"id": "metagpt/actions/action_graph.py:names:['annotations']"}, {"id": "{\"lineno\":13,\"end_lineno\":49,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"ActionGraph\"],\"properties\":{}}"}, {"id": "metagpt/actions/debug_error.py:PROMPT_TEMPLATE"}, {"id": "metagpt/actions/debug_error.py:ast.Constant:\n@Time : 2023/5/11 17:46\n@Author : alexanderwu\n@File : debug_error.py\n@Modified By: mashenquan, 2023/11/27.\n 1. Divide the context into three components: legacy code, unit test code, and console log.\n 2. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":10,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 17:46\\n@Author : alexanderwu\\n@File : debug_error.py\\n@Modified By: mashenquan, 2023/11/27.\\n 1. Divide the context into three components: legacy code, unit test code, and console log.\\n 2. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/debug_error.py:re"}, {"id": "metagpt/actions/debug_error.py:module:pydantic"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['Field']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.actions.action"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action\",\"names\":[\"Action\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['Action']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.logs"}, {"id": "metagpt/actions/debug_error.py:names:['logger']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.schema"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"RunCodeContext\",\"RunCodeResult\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['RunCodeContext', 'RunCodeResult']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"CodeParser\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['CodeParser']"}, {"id": "{\"lineno\":20,\"end_lineno\":45,\"type_name\":\"ast.Assign\",\"tokens\":[\"PROMPT_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":48,\"end_lineno\":75,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"DebugError\"],\"properties\":{}}"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_new_system_design"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_merge"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_update_system_design"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_save_data_api_design"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_save_seq_flow"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_save_mermaid_file"}, {"id": "metagpt/actions/design_api.py:NEW_REQ_TEMPLATE"}, {"id": "metagpt/actions/design_api.py:ast.Constant:\n@Time : 2023/5/11 19:26\n@Author : alexanderwu\n@File : design_api.py\n@Modified By: mashenquan, 2023/11/27.\n 1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\n 2. According to the design in Section 2.2.3.5.3 of RFC 135, add incremental iteration functionality.\n@Modified By: mashenquan, 2023/12/5. Move the generation logic of the project name to WritePRD.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":11,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 19:26\\n@Author : alexanderwu\\n@File : design_api.py\\n@Modified By: mashenquan, 2023/11/27.\\n 1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\\n 2. According to the design in Section 2.2.3.5.3 of RFC 135, add incremental iteration functionality.\\n@Modified By: mashenquan, 2023/12/5. Move the generation logic of the project name to WritePRD.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/design_api.py:json"}, {"id": "metagpt/actions/design_api.py:module:pathlib"}, {"id": "metagpt/actions/design_api.py:names:['Path']"}, {"id": "metagpt/actions/design_api.py:module:typing"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Optional\"]}}"}, {"id": "metagpt/actions/design_api.py:names:['Optional']"}, {"id": "metagpt/actions/design_api.py:module:metagpt.actions"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"Action\",\"ActionOutput\"]}}"}, {"id": "metagpt/actions/design_api.py:names:['Action', 'ActionOutput']"}, {"id": "metagpt/actions/design_api.py:module:metagpt.actions.design_api_an"}, {"id": 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"{\"lineno\":22,\"end_lineno\":29,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.write_prd_an\",\"names\":[\"COMPETITIVE_QUADRANT_CHART\",\"PROJECT_NAME\",\"REFINED_PRD_NODE\",\"WP_IS_RELATIVE_NODE\",\"WP_ISSUE_TYPE_NODE\",\"WRITE_PRD_NODE\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['COMPETITIVE_QUADRANT_CHART', 'PROJECT_NAME', 'REFINED_PRD_NODE', 'WP_IS_RELATIVE_NODE', 'WP_ISSUE_TYPE_NODE', 'WRITE_PRD_NODE']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.const"}, {"id": "{\"lineno\":30,\"end_lineno\":34,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"BUGFIX_FILENAME\",\"COMPETITIVE_ANALYSIS_FILE_REPO\",\"REQUIREMENT_FILENAME\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['BUGFIX_FILENAME', 'COMPETITIVE_ANALYSIS_FILE_REPO', 'REQUIREMENT_FILENAME']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.logs"}, {"id": "{\"lineno\":35,\"end_lineno\":35,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.logs\",\"names\":[\"logger\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['logger']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.schema"}, {"id": "{\"lineno\":36,\"end_lineno\":36,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"BugFixContext\",\"Document\",\"Documents\",\"Message\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['BugFixContext', 'Document', 'Documents', 'Message']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":37,\"end_lineno\":37,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"CodeParser\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['CodeParser']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.utils.file_repository"}, {"id": "metagpt/actions/write_prd.py:names:['FileRepository']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.utils.mermaid"}, {"id": "{\"lineno\":39,\"end_lineno\":39,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.mermaid\",\"names\":[\"mermaid_to_file\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['mermaid_to_file']"}, {"id": "{\"lineno\":41,\"end_lineno\":50,\"type_name\":\"ast.Assign\",\"tokens\":[\"CONTEXT_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":52,\"end_lineno\":58,\"type_name\":\"ast.Assign\",\"tokens\":[\"NEW_REQ_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":61,\"end_lineno\":172,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"WritePRD\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_docstring.py:_simplify_python_code"}, {"id": "metagpt/actions/write_docstring.py:PYTHON_DOCSTRING_SYSTEM"}, {"id": "metagpt/actions/write_docstring.py:PYTHON_DOCSTRING_EXAMPLE_GOOGLE"}, {"id": "metagpt/actions/write_docstring.py:PYTHON_DOCSTRING_EXAMPLE_NUMPY"}, {"id": "metagpt/actions/write_docstring.py:PYTHON_DOCSTRING_EXAMPLE_SPHINX"}, {"id": "metagpt/actions/write_docstring.py:_python_docstring_style"}, {"id": "metagpt/actions/write_docstring.py:ast.Constant:Code Docstring Generator.\n\nThis script provides a tool to automatically generate docstrings for Python code. It uses the specified style to create\ndocstrings for the given code and system text.\n\nUsage:\n python3 -m metagpt.actions.write_docstring [--overwrite] [--style=]\n\nArguments:\n filename The path to the Python file for which you want to generate docstrings.\n\nOptions:\n --overwrite If specified, overwrite the original file with the code containing docstrings.\n --style= Specify the style of the generated docstrings.\n Valid values: 'google', 'numpy', or 'sphinx'.\n Default: 'google'\n\nExample:\n python3 -m metagpt.actions.write_docstring ./metagpt/software_company.py --overwrite False --style=numpy\n\nThis script uses the 'fire' library to create a command-line interface. It generates docstrings for the given Python code using\nthe specified docstring style and adds them to the code.\n"}, {"id": "{\"lineno\":1,\"end_lineno\":23,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"Code Docstring Generator.\\n\\nThis script provides a tool to automatically generate docstrings for Python code. It uses the specified style to create\\ndocstrings for the given code and system text.\\n\\nUsage:\\n python3 -m metagpt.actions.write_docstring [--overwrite] [--style=]\\n\\nArguments:\\n filename The path to the Python file for which you want to generate docstrings.\\n\\nOptions:\\n --overwrite If specified, overwrite the original file with the code containing docstrings.\\n --style= Specify the style of the generated docstrings.\\n Valid values: 'google', 'numpy', or 'sphinx'.\\n Default: 'google'\\n\\nExample:\\n python3 -m metagpt.actions.write_docstring ./metagpt/software_company.py --overwrite False --style=numpy\\n\\nThis script uses the 'fire' library to create a command-line interface. It generates docstrings for the given Python code using\\nthe specified docstring style and adds them to the code.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_docstring.py:module:__future__"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['annotations']"}, {"id": "metagpt/actions/write_docstring.py:ast"}, {"id": "{\"lineno\":26,\"end_lineno\":26,\"type_name\":\"ast.Import\",\"tokens\":[\"ast\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_docstring.py:module:pathlib"}, {"id": "{\"lineno\":27,\"end_lineno\":27,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pathlib\",\"names\":[\"Path\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['Path']"}, {"id": "metagpt/actions/write_docstring.py:module:typing"}, {"id": "{\"lineno\":28,\"end_lineno\":28,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Literal\",\"Optional\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['Literal', 'Optional']"}, {"id": "metagpt/actions/write_docstring.py:module:metagpt.actions.action"}, {"id": "{\"lineno\":30,\"end_lineno\":30,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action\",\"names\":[\"Action\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['Action']"}, {"id": "metagpt/actions/write_docstring.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":31,\"end_lineno\":31,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"OutputParser\",\"aread\",\"awrite\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['OutputParser', 'aread', 'awrite']"}, {"id": "metagpt/actions/write_docstring.py:module:metagpt.utils.pycst"}, {"id": "{\"lineno\":32,\"end_lineno\":32,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.pycst\",\"names\":[\"merge_docstring\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['merge_docstring']"}, {"id": "{\"lineno\":34,\"end_lineno\":54,\"type_name\":\"ast.Assign\",\"tokens\":[\"PYTHON_DOCSTRING_SYSTEM\"],\"properties\":{}}"}, {"id": "{\"lineno\":58,\"end_lineno\":84,\"type_name\":\"ast.Assign\",\"tokens\":[\"PYTHON_DOCSTRING_EXAMPLE_GOOGLE\"],\"properties\":{}}"}, {"id": "{\"lineno\":86,\"end_lineno\":122,\"type_name\":\"ast.Assign\",\"tokens\":[\"PYTHON_DOCSTRING_EXAMPLE_NUMPY\"],\"properties\":{}}"}, {"id": "{\"lineno\":124,\"end_lineno\":147,\"type_name\":\"ast.Assign\",\"tokens\":[\"PYTHON_DOCSTRING_EXAMPLE_SPHINX\"],\"properties\":{}}"}, {"id": "{\"lineno\":149,\"end_lineno\":153,\"type_name\":\"ast.Assign\",\"tokens\":[\"_python_docstring_style\"],\"properties\":{}}"}, {"id": 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"metagpt/actions/fix_bug.py:names:['Action']"}, {"id": "{\"lineno\":10,\"end_lineno\":13,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"FixBug\"],\"properties\":{}}"}, {"id": "metagpt/actions/prepare_interview.py:QUESTIONS"}, {"id": "metagpt/actions/prepare_interview.py:ast.Constant:\n@Time : 2023/9/19 15:02\n@Author : DevXiaolan\n@File : prepare_interview.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/9/19 15:02\\n@Author : DevXiaolan\\n@File : prepare_interview.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/prepare_interview.py:module:metagpt.actions"}, {"id": "metagpt/actions/prepare_interview.py:names:['Action']"}, {"id": "metagpt/actions/prepare_interview.py:module:metagpt.actions.action_node"}, {"id": "{\"lineno\":9,\"end_lineno\":9,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_node\",\"names\":[\"ActionNode\"]}}"}, {"id": "metagpt/actions/prepare_interview.py:names:['ActionNode']"}, {"id": "{\"lineno\":11,\"end_lineno\":18,\"type_name\":\"ast.Assign\",\"tokens\":[\"QUESTIONS\"],\"properties\":{}}"}, {"id": "{\"lineno\":21,\"end_lineno\":25,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"PrepareInterview\"],\"properties\":{}}"}, {"id": "metagpt/actions/run_code.py:RunCode:_install_via_subprocess"}, {"id": "metagpt/actions/run_code.py:RunCode:_install_requirements"}, {"id": "metagpt/actions/run_code.py:RunCode:_install_pytest"}, {"id": "metagpt/actions/run_code.py:RunCode:_install_dependencies"}, {"id": "metagpt/actions/run_code.py:PROMPT_TEMPLATE"}, {"id": "metagpt/actions/run_code.py:TEMPLATE_CONTEXT"}, {"id": "metagpt/actions/run_code.py:ast.Constant:\n@Time : 2023/5/11 17:46\n@Author : alexanderwu\n@File : run_code.py\n@Modified By: mashenquan, 2023/11/27.\n 1. Mark the location of Console logs in the PROMPT_TEMPLATE with markdown code-block formatting to enhance\n the understanding for the LLM.\n 2. Fix bug: Add the \"install dependency\" operation.\n 3. Encapsulate the input of RunCode into RunCodeContext and encapsulate the output of RunCode into\n RunCodeResult to standardize and unify parameter passing between WriteCode, RunCode, and DebugError.\n 4. According to section 2.2.3.5.7 of RFC 135, change the method of transferring file content\n (code files, unit test files, log files) from using the message to using the file name.\n 5. Merged the `Config` class of send18:dev branch to take over the set/get operations of the Environment\n class.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":17,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 17:46\\n@Author : alexanderwu\\n@File : run_code.py\\n@Modified By: mashenquan, 2023/11/27.\\n 1. Mark the location of Console logs in the PROMPT_TEMPLATE with markdown code-block formatting to enhance\\n the understanding for the LLM.\\n 2. Fix bug: Add the \\\"install dependency\\\" operation.\\n 3. Encapsulate the input of RunCode into RunCodeContext and encapsulate the output of RunCode into\\n RunCodeResult to standardize and unify parameter passing between WriteCode, RunCode, and DebugError.\\n 4. According to section 2.2.3.5.7 of RFC 135, change the method of transferring file content\\n (code files, unit test files, log files) from using the message to using the file name.\\n 5. Merged the `Config` class of send18:dev branch to take over the set/get operations of the Environment\\n class.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/run_code.py:subprocess"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.Import\",\"tokens\":[\"subprocess\"],\"properties\":{}}"}, {"id": "metagpt/actions/run_code.py:module:pathlib"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pathlib\",\"names\":[\"Path\"]}}"}, {"id": "metagpt/actions/run_code.py:names:['Path']"}, {"id": "metagpt/actions/run_code.py:module:typing"}, {"id": "{\"lineno\":20,\"end_lineno\":20,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Tuple\"]}}"}, {"id": "metagpt/actions/run_code.py:names:['Tuple']"}, {"id": "metagpt/actions/run_code.py:module:pydantic"}, {"id": 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"metagpt/actions/run_code.py:module:metagpt.utils.exceptions"}, {"id": "metagpt/actions/run_code.py:names:['handle_exception']"}, {"id": "{\"lineno\":29,\"end_lineno\":49,\"type_name\":\"ast.Assign\",\"tokens\":[\"PROMPT_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":51,\"end_lineno\":75,\"type_name\":\"ast.Assign\",\"tokens\":[\"TEMPLATE_CONTEXT\"],\"properties\":{}}"}, {"id": "{\"lineno\":78,\"end_lineno\":173,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"RunCode\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_code_an_draft.py:main"}, {"id": "metagpt/actions/write_code_an_draft.py:REVIEW"}, {"id": "metagpt/actions/write_code_an_draft.py:REVIEW_RESULT"}, {"id": "metagpt/actions/write_code_an_draft.py:NEXT_STEPS"}, {"id": "metagpt/actions/write_code_an_draft.py:WRITE_DRAFT"}, {"id": "metagpt/actions/write_code_an_draft.py:WRITE_FUNCTION"}, {"id": "metagpt/actions/write_code_an_draft.py:REWRITE_CODE"}, {"id": "metagpt/actions/write_code_an_draft.py:CODE_REVIEW_CONTEXT"}, {"id": "metagpt/actions/write_code_an_draft.py:CODE_REVIEW_SMALLEST_CONTEXT"}, {"id": "metagpt/actions/write_code_an_draft.py:CODE_REVIEW_SAMPLE"}, {"id": "metagpt/actions/write_code_an_draft.py:WRITE_CODE_NODE"}, {"id": "metagpt/actions/write_code_an_draft.py:WRITE_MOVE_NODE"}, {"id": "metagpt/actions/write_code_an_draft.py:CR_FOR_MOVE_FUNCTION_BY_3"}, {"id": "metagpt/actions/write_code_an_draft.py:ast.Constant:\n@Author : alexanderwu\n@File : write_review.py\n"}, {"id": "metagpt/actions/write_code_an_draft.py:asyncio"}, {"id": "{\"lineno\":7,\"end_lineno\":7,\"type_name\":\"ast.Import\",\"tokens\":[\"asyncio\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_code_an_draft.py:module:typing"}, {"id": "{\"lineno\":8,\"end_lineno\":8,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"List\",\"Literal\"]}}"}, {"id": "metagpt/actions/write_code_an_draft.py:names:['List', 'Literal']"}, {"id": "metagpt/actions/write_code_an_draft.py:module:metagpt.actions"}, {"id": "metagpt/actions/write_code_an_draft.py:names:['Action']"}, {"id": "metagpt/actions/write_code_an_draft.py:module:metagpt.actions.action_node"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_node\",\"names\":[\"ActionNode\"]}}"}, {"id": "metagpt/actions/write_code_an_draft.py:names:['ActionNode']"}, {"id": "{\"lineno\":13,\"end_lineno\":22,\"type_name\":\"ast.Assign\",\"tokens\":[\"REVIEW\"],\"properties\":{}}"}, {"id": "{\"lineno\":24,\"end_lineno\":29,\"type_name\":\"ast.Assign\",\"tokens\":[\"REVIEW_RESULT\"],\"properties\":{}}"}, {"id": "{\"lineno\":31,\"end_lineno\":61,\"type_name\":\"ast.Assign\",\"tokens\":[\"NEXT_STEPS\"],\"properties\":{}}"}, {"id": "{\"lineno\":63,\"end_lineno\":68,\"type_name\":\"ast.Assign\",\"tokens\":[\"WRITE_DRAFT\"],\"properties\":{}}"}, {"id": 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According to Section 2.2.1 and 2.2.2 of RFC 116, added key definitions for\n common properties in the Message.\n@Modified By: mashenquan, 2023-11-27. Defines file repository paths according to Section 2.2.3.4 of RFC 135.\n@Modified By: mashenquan, 2023/12/5. Add directories for code summarization..\n", "target": "{\"lineno\":3,\"end_lineno\":11,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/1 11:59\\n@Author : alexanderwu\\n@File : const.py\\n@Modified By: mashenquan, 2023-11-1. According to Section 2.2.1 and 2.2.2 of RFC 116, added key definitions for\\n common properties in the Message.\\n@Modified By: mashenquan, 2023-11-27. Defines file repository paths according to Section 2.2.3.4 of RFC 135.\\n@Modified By: mashenquan, 2023/12/5. 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Standardize the parameters for the `run` function: the `test_message` parameter is used for testing purposes\n only. In the normal workflow, you should use `publish_message` or `put_message` to transmit messages.\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\n functionality is to be consolidated into the `Environment` class.\n", "target": "{\"lineno\":3,\"end_lineno\":21,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 14:42\\n@Author : alexanderwu\\n@File : role.py\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\\n 1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\\n consolidated within the `_observe` function.\\n 2. 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It uses the specified style to create\ndocstrings for the given code and system text.\n\nUsage:\n python3 -m metagpt.actions.write_docstring [--overwrite] [--style=]\n\nArguments:\n filename The path to the Python file for which you want to generate docstrings.\n\nOptions:\n --overwrite If specified, overwrite the original file with the code containing docstrings.\n --style= Specify the style of the generated docstrings.\n Valid values: 'google', 'numpy', or 'sphinx'.\n Default: 'google'\n\nExample:\n python3 -m metagpt.actions.write_docstring ./metagpt/software_company.py --overwrite False --style=numpy\n\nThis script uses the 'fire' library to create a command-line interface. It generates docstrings for the given Python code using\nthe specified docstring style and adds them to the code.\n", "target": "{\"lineno\":1,\"end_lineno\":23,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"Code Docstring Generator.\\n\\nThis script provides a tool to automatically generate docstrings for Python code. It uses the specified style to create\\ndocstrings for the given code and system text.\\n\\nUsage:\\n python3 -m metagpt.actions.write_docstring [--overwrite] [--style=]\\n\\nArguments:\\n filename The path to the Python file for which you want to generate docstrings.\\n\\nOptions:\\n --overwrite If specified, overwrite the original file with the code containing docstrings.\\n --style= Specify the style of the generated docstrings.\\n Valid values: 'google', 'numpy', or 'sphinx'.\\n Default: 'google'\\n\\nExample:\\n python3 -m metagpt.actions.write_docstring ./metagpt/software_company.py --overwrite False --style=numpy\\n\\nThis script uses the 'fire' library to create a command-line interface. It generates docstrings for the given Python code using\\nthe specified docstring style and adds them to the code.\\n\"],\"properties\":{}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/write_docstring.py:module:__future__", "target": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/write_docstring.py:names:['annotations']", "target": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/write_docstring.py:ast", "target": "{\"lineno\":26,\"end_lineno\":26,\"type_name\":\"ast.Import\",\"tokens\":[\"ast\"],\"properties\":{}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/write_docstring.py:module:pathlib", "target": 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run_code.py\n@Modified By: mashenquan, 2023/11/27.\n 1. Mark the location of Console logs in the PROMPT_TEMPLATE with markdown code-block formatting to enhance\n the understanding for the LLM.\n 2. Fix bug: Add the \"install dependency\" operation.\n 3. Encapsulate the input of RunCode into RunCodeContext and encapsulate the output of RunCode into\n RunCodeResult to standardize and unify parameter passing between WriteCode, RunCode, and DebugError.\n 4. According to section 2.2.3.5.7 of RFC 135, change the method of transferring file content\n (code files, unit test files, log files) from using the message to using the file name.\n 5. Merged the `Config` class of send18:dev branch to take over the set/get operations of the Environment\n class.\n", "target": "{\"lineno\":3,\"end_lineno\":17,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time : 2023/5/11 17:46\\n@Author : alexanderwu\\n@File : run_code.py\\n@Modified By: mashenquan, 2023/11/27.\\n 1. Mark the location of Console logs in the PROMPT_TEMPLATE with markdown code-block formatting to enhance\\n the understanding for the LLM.\\n 2. Fix bug: Add the \\\"install dependency\\\" operation.\\n 3. Encapsulate the input of RunCode into RunCodeContext and encapsulate the output of RunCode into\\n RunCodeResult to standardize and unify parameter passing between WriteCode, RunCode, and DebugError.\\n 4. According to section 2.2.3.5.7 of RFC 135, change the method of transferring file content\\n (code files, unit test files, log files) from using the message to using the file name.\\n 5. Merged the `Config` class of send18:dev branch to take over the set/get operations of the Environment\\n class.\\n\"],\"properties\":{}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/run_code.py:subprocess", "target": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.Import\",\"tokens\":[\"subprocess\"],\"properties\":{}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/run_code.py:module:pathlib", "target": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pathlib\",\"names\":[\"Path\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/run_code.py:names:['Path']", "target": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pathlib\",\"names\":[\"Path\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/actions/run_code.py:module:typing", "target": 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