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https://github.com/crewAIInc/crewAI.git
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Merge branch 'main' into feat/composio-tool
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@@ -25,4 +25,4 @@ from .tools import (
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YoutubeChannelSearchTool,
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YoutubeVideoSearchTool,
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)
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from .tools.base_tool import BaseTool, Tool, tool
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from .tools.base_tool import BaseTool, Tool, tool
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@@ -1,69 +1,62 @@
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import os
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from typing import Optional, Type
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import importlib.util
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import textwrap
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from typing import List, Optional, Type
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import docker
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from crewai_tools.tools.base_tool import BaseTool
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from pydantic.v1 import BaseModel, Field
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class FixedCodeInterpreterSchemaSchema(BaseModel):
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class CodeInterpreterSchema(BaseModel):
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"""Input for CodeInterpreterTool."""
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pass
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class CodeInterpreterSchema(FixedCodeInterpreterSchemaSchema):
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"""Input for CodeInterpreterTool."""
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code: str = Field(
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...,
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description="Python3 code used to be interpreted in the Docker container. ALWAYS PRINT the final result and the output of the code",
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description="Mandatory string of python3 code used to be interpreted with a final print statement.",
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)
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libraries_used: Optional[str] = Field(
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None,
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description="List of libraries used in the code with proper installing names separated by commas. Example: numpy,pandas,beautifulsoup4",
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dependencies_used_in_code: List[str] = Field(
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...,
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description="Mandatory list of libraries used in the code with proper installing names.",
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)
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class CodeInterpreterTool(BaseTool):
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name: str = "Code Interpreter"
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description: str = "Interprets Python code in a Docker container. ALWAYS PRINT the final result and the output of the code"
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description: str = "Interprets Python3 code strings with a final print statement."
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args_schema: Type[BaseModel] = CodeInterpreterSchema
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code: Optional[str] = None
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@staticmethod
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def _get_installed_package_path():
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spec = importlib.util.find_spec('crewai_tools')
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return os.path.dirname(spec.origin)
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def _verify_docker_image(self) -> None:
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"""
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Verify if the Docker image is available
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"""
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image_tag = "code-interpreter:latest"
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client = docker.from_env()
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images = client.images.list()
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all_tags = [tag for image in images for tag in image.tags]
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try:
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client.images.get(image_tag)
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except:
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package_path = self._get_installed_package_path()
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dockerfile_path = os.path.join(package_path, 'tools/code_interpreter_tool')
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if not os.path.exists(dockerfile_path):
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raise FileNotFoundError(f"Dockerfile not found in {dockerfile_path}")
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if image_tag not in all_tags:
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client.images.build(
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path=os.path.dirname(os.path.abspath(__file__)),
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path=dockerfile_path,
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tag=image_tag,
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rm=True,
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)
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def __init__(self, code: Optional[str] = None, **kwargs) -> None:
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super().__init__(**kwargs)
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if code is not None:
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self._verify_docker_image()
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self.code = code
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self.description = "Interprets Python code in a Docker container. ALWAYS PRINT the final result and the output of the code"
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self.args_schema = FixedCodeInterpreterSchemaSchema
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self._generate_description()
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def _run(self, **kwargs) -> str:
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code = kwargs.get("code", self.code)
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libraries_used = kwargs.get("libraries_used", None)
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libraries_used = kwargs.get("dependencies_used_in_code", [])
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return self.run_code_in_docker(code, libraries_used)
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def _install_libraries(
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self, container: docker.models.containers.Container, libraries: list[str]
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self, container: docker.models.containers.Container, libraries: List[str]
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) -> None:
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"""
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Install missing libraries in the Docker container
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@@ -78,10 +71,9 @@ class CodeInterpreterTool(BaseTool):
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)
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def run_code_in_docker(self, code: str, libraries_used: str) -> str:
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self._verify_docker_image()
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container = self._init_docker_container()
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if libraries_used:
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self._install_libraries(container, libraries_used.split(","))
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self._install_libraries(container, libraries_used)
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cmd_to_run = f'python3 -c "{code}"'
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exec_result = container.exec_run(cmd_to_run)
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