"""Test functionality of Python REPL.""" import sys import pytest from langchain.tools.python.tool import PythonAstREPLTool, PythonREPLTool from langchain.utilities import PythonREPL _SAMPLE_CODE = """ ``` def multiply(): print(5*6) multiply() ``` """ _AST_SAMPLE_CODE = """ ``` def multiply(): return(5*6) multiply() ``` """ _AST_SAMPLE_CODE_EXECUTE = """ ``` def multiply(a, b): return(5*6) a = 5 b = 6 multiply(a, b) ``` """ def test_python_repl() -> None: """Test functionality when globals/locals are not provided.""" repl = PythonREPL() # Run a simple initial command. repl.run("foo = 1") assert repl.locals is not None assert repl.locals["foo"] == 1 # Now run a command that accesses `foo` to make sure it still has it. repl.run("bar = foo * 2") assert repl.locals is not None assert repl.locals["bar"] == 2 def test_python_repl_no_previous_variables() -> None: """Test that it does not have access to variables created outside the scope.""" foo = 3 # noqa: F841 repl = PythonREPL() output = repl.run("print(foo)") assert output == """NameError("name 'foo' is not defined")""" def test_python_repl_pass_in_locals() -> None: """Test functionality when passing in locals.""" _locals = {"foo": 4} repl = PythonREPL(_locals=_locals) repl.run("bar = foo * 2") assert repl.locals is not None assert repl.locals["bar"] == 8 def test_functionality() -> None: """Test correct functionality.""" chain = PythonREPL() code = "print(1 + 1)" output = chain.run(code) assert output == "2\n" def test_functionality_multiline() -> None: """Test correct functionality for ChatGPT multiline commands.""" chain = PythonREPL() tool = PythonREPLTool(python_repl=chain) output = tool.run(_SAMPLE_CODE) assert output == "30\n" def test_python_ast_repl_multiline() -> None: """Test correct functionality for ChatGPT multiline commands.""" if sys.version_info < (3, 9): pytest.skip("Python 3.9+ is required for this test") tool = PythonAstREPLTool() output = tool.run(_AST_SAMPLE_CODE) assert output == 30 def test_python_ast_repl_multi_statement() -> None: """Test correct functionality for ChatGPT multi statement commands.""" if sys.version_info < (3, 9): pytest.skip("Python 3.9+ is required for this test") tool = PythonAstREPLTool() output = tool.run(_AST_SAMPLE_CODE_EXECUTE) assert output == 30 def test_function() -> None: """Test correct functionality.""" chain = PythonREPL() code = "def add(a, b): " " return a + b" output = chain.run(code) assert output == "" code = "print(add(1, 2))" output = chain.run(code) assert output == "3\n"