Clean local python interpreter: propagate imports (#175)

src/smolagents/agents.py

@@ -884,7 +884,6 @@ class CodeAgent(MultiStepAgent):
         system_prompt: Optional[str] = None,
         grammar: Optional[Dict[str, str]] = None,
         additional_authorized_imports: Optional[List[str]] = None,
-        allow_all_imports: bool = False,
         planning_interval: Optional[int] = None,
         use_e2b_executor: bool = False,
         **kwargs,
@@ -899,35 +898,9 @@ class CodeAgent(MultiStepAgent):
             planning_interval=planning_interval,
             **kwargs,
         )
-
-        if ( allow_all_imports and
-            ( not(additional_authorized_imports is None) and (len(additional_authorized_imports)) > 0)):
-            raise Exception(
-                f"You passed both allow_all_imports and additional_authorized_imports. Please choose one."
-            )
-
-        if allow_all_imports: additional_authorized_imports=['*']
-
         self.additional_authorized_imports = (
             additional_authorized_imports if additional_authorized_imports else []
         )
-        if use_e2b_executor and len(self.managed_agents) > 0:
-            raise Exception(
-                f"You passed both {use_e2b_executor=} and some managed agents. Managed agents is not yet supported with remote code execution."
-            )
-
-        all_tools = {**self.tools, **self.managed_agents}
-        if use_e2b_executor:
-            self.python_executor = E2BExecutor(
-                self.additional_authorized_imports, list(all_tools.values())
-            )
-        else:
-            self.python_executor = LocalPythonInterpreter(
-                self.additional_authorized_imports, all_tools
-            )
-        if allow_all_imports:
-            self.authorized_imports = 'all imports without restriction'
-        else:
         self.authorized_imports = list(
             set(BASE_BUILTIN_MODULES) | set(self.additional_authorized_imports)
         )
@@ -936,7 +909,34 @@ class CodeAgent(MultiStepAgent):
                 "Tag '{{authorized_imports}}' should be provided in the prompt."
             )
         self.system_prompt = self.system_prompt.replace(
-            "{{authorized_imports}}", str(self.authorized_imports)
+            "{{authorized_imports}}",
+            "You can import from any package you want."
+            if "*" in self.authorized_imports
+            else str(self.authorized_imports),
+        )
+
+        if "*" in self.additional_authorized_imports:
+            self.logger.log(
+                "Caution: you set an authorization for all imports, meaning your agent can decide to import any package it deems necessary. This might raise issues if the package is not installed in your environment.",
+                0,
+            )
+
+        if use_e2b_executor and len(self.managed_agents) > 0:
+            raise Exception(
+                f"You passed both {use_e2b_executor=} and some managed agents. Managed agents is not yet supported with remote code execution."
+            )
+
+        all_tools = {**self.tools, **self.managed_agents}
+        if use_e2b_executor:
+            self.python_executor = E2BExecutor(
+                self.additional_authorized_imports,
+                list(all_tools.values()),
+                self.logger,
+            )
+        else:
+            self.python_executor = LocalPythonInterpreter(
+                self.additional_authorized_imports,
+                all_tools,
             )
 
     def step(self, log_entry: ActionStep) -> Union[None, Any]:

src/smolagents/e2b_executor.py

@@ -26,13 +26,13 @@ from PIL import Image
 
 from .tool_validation import validate_tool_attributes
 from .tools import Tool
-from .utils import BASE_BUILTIN_MODULES, console, instance_to_source
+from .utils import BASE_BUILTIN_MODULES, instance_to_source
 
 load_dotenv()
 
 
 class E2BExecutor:
-    def __init__(self, additional_imports: List[str], tools: List[Tool]):
+    def __init__(self, additional_imports: List[str], tools: List[Tool], logger):
         self.custom_tools = {}
         self.sbx = Sandbox()  # "qywp2ctmu2q7jzprcf4j")
         # TODO: validate installing agents package or not
@@ -42,6 +42,7 @@ class E2BExecutor:
         #     timeout=300
         # )
         # print("Installation of agents package finished.")
+        self.logger = logger
         additional_imports = additional_imports + ["pickle5"]
         if len(additional_imports) > 0:
             execution = self.sbx.commands.run(
@@ -50,7 +51,7 @@ class E2BExecutor:
             if execution.error:
                 raise Exception(f"Error installing dependencies: {execution.error}")
             else:
-                console.print(f"Installation of {additional_imports} succeeded!")
+                logger.log(f"Installation of {additional_imports} succeeded!", 0)
 
         tool_codes = []
         for tool in tools:
@@ -74,7 +75,7 @@ class E2BExecutor:
         tool_definition_code += "\n\n".join(tool_codes)
 
         tool_definition_execution = self.run_code_raise_errors(tool_definition_code)
-        console.print(tool_definition_execution.logs)
+        self.logger.log(tool_definition_execution.logs)
 
     def run_code_raise_errors(self, code: str):
         execution = self.sbx.run_code(
@@ -109,7 +110,7 @@ locals().update({key: value for key, value in pickle_dict.items()})
 """
             execution = self.run_code_raise_errors(remote_unloading_code)
             execution_logs = "\n".join([str(log) for log in execution.logs.stdout])
-            console.print(execution_logs)
+            self.logger.log(execution_logs, 1)
 
         execution = self.run_code_raise_errors(code_action)
         execution_logs = "\n".join([str(log) for log in execution.logs.stdout])

src/smolagents/gradio_ui.py

@@ -100,7 +100,15 @@ class GradioUI:
             yield messages
         yield messages
 
-    def upload_file(self, file, allowed_file_types=["application/pdf", "application/vnd.openxmlformats-officedocument.wordprocessingml.document", "text/plain"]):
+    def upload_file(
+        self,
+        file,
+        allowed_file_types=[
+            "application/pdf",
+            "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
+            "text/plain",
+        ],
+    ):
         """
         Handle file uploads, default allowed types are pdf, docx, and .txt
         """
@@ -110,7 +118,6 @@ class GradioUI:
             return "No file uploaded"
 
         # Check if file is in allowed filetypes
-        name = os.path.basename(file.name)
         try:
             mime_type, _ = mimetypes.guess_type(file.name)
         except Exception as e:
@@ -121,7 +128,9 @@ class GradioUI:
 
         # Sanitize file name
         original_name = os.path.basename(file.name)
-        sanitized_name = re.sub(r'[^\w\-.]', '_', original_name)  # Replace any non-alphanumeric, non-dash, or non-dot characters with underscores
+        sanitized_name = re.sub(
+            r"[^\w\-.]", "_", original_name
+        )  # Replace any non-alphanumeric, non-dash, or non-dot characters with underscores
 
         type_to_ext = {}
         for ext, t in mimetypes.types_map.items():
@@ -134,7 +143,9 @@ class GradioUI:
         sanitized_name = "".join(sanitized_name)
 
         # Save the uploaded file to the specified folder
-        file_path = os.path.join(self.file_upload_folder, os.path.basename(sanitized_name))
+        file_path = os.path.join(
+            self.file_upload_folder, os.path.basename(sanitized_name)
+        )
         shutil.copy(file.name, file_path)
 
         return f"File uploaded successfully to {self.file_upload_folder}"
@@ -155,9 +166,7 @@ class GradioUI:
                 upload_file = gr.File(label="Upload a file")
                 upload_status = gr.Textbox(label="Upload Status", interactive=False)
 
-                upload_file.change(
+                upload_file.change(self.upload_file, [upload_file], [upload_status])
-                    self.upload_file, [upload_file], [upload_status]
-                )
             text_input = gr.Textbox(lines=1, label="Chat Message")
             text_input.submit(
                 lambda s: (s, ""), [text_input], [stored_message, text_input]

tests/test_agents.py

@@ -313,9 +313,11 @@ class AgentTests(unittest.TestCase):
         assert isinstance(output, float)
         assert output == 7.2904
         assert agent.logs[1].task == "What is 2 multiplied by 3.6452?"
-        assert agent.logs[3].tool_call == ToolCall(
+        assert agent.logs[3].tool_calls == [
+            ToolCall(
                 name="python_interpreter", arguments="final_answer(7.2904)", id="call_3"
             )
+        ]
 
     def test_additional_args_added_to_task(self):
         agent = CodeAgent(tools=[], model=fake_code_model)