# coding=utf-8
# Copyright 2024 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import unittest

import pytest

from smolagents.agent_types import _AGENT_TYPE_MAPPING
from smolagents.default_tools import DuckDuckGoSearchTool, PythonInterpreterTool, SpeechToTextTool, VisitWebpageTool

from .test_tools import ToolTesterMixin


class DefaultToolTests(unittest.TestCase):
    def test_visit_webpage(self):
        arguments = {"url": "https://en.wikipedia.org/wiki/United_States_Secretary_of_Homeland_Security"}
        result = VisitWebpageTool()(arguments)
        assert isinstance(result, str)
        assert "* [About Wikipedia](/wiki/Wikipedia:About)" in result  # Proper wikipedia pages have an About

    def test_ddgs_with_kwargs(self):
        result = DuckDuckGoSearchTool(timeout=20)("DeepSeek parent company")
        assert isinstance(result, str)


class PythonInterpreterToolTester(unittest.TestCase, ToolTesterMixin):
    def setUp(self):
        self.tool = PythonInterpreterTool(authorized_imports=["numpy"])
        self.tool.setup()

    def test_exact_match_arg(self):
        result = self.tool("(2 / 2) * 4")
        self.assertEqual(result, "Stdout:\n\nOutput: 4.0")

    def test_exact_match_kwarg(self):
        result = self.tool(code="(2 / 2) * 4")
        self.assertEqual(result, "Stdout:\n\nOutput: 4.0")

    def test_agent_type_output(self):
        inputs = ["2 * 2"]
        output = self.tool(*inputs, sanitize_inputs_outputs=True)
        output_type = _AGENT_TYPE_MAPPING[self.tool.output_type]
        self.assertTrue(isinstance(output, output_type))

    def test_agent_types_inputs(self):
        inputs = ["2 * 2"]
        _inputs = []

        for _input, expected_input in zip(inputs, self.tool.inputs.values()):
            input_type = expected_input["type"]
            if isinstance(input_type, list):
                _inputs.append([_AGENT_TYPE_MAPPING[_input_type](_input) for _input_type in input_type])
            else:
                _inputs.append(_AGENT_TYPE_MAPPING[input_type](_input))

        # Should not raise an error
        output = self.tool(*inputs, sanitize_inputs_outputs=True)
        output_type = _AGENT_TYPE_MAPPING[self.tool.output_type]
        self.assertTrue(isinstance(output, output_type))

    def test_imports_work(self):
        result = self.tool("import numpy as np")
        assert "import from numpy is not allowed" not in result.lower()

    def test_unauthorized_imports_fail(self):
        with pytest.raises(Exception) as e:
            self.tool("import sympy as sp")
        assert "sympy" in str(e).lower()


class TestSpeechToTextTool:
    def test_new_instance(self):
        from transformers.models.whisper import WhisperForConditionalGeneration, WhisperProcessor

        tool = SpeechToTextTool()
        assert tool is not None
        assert tool.pre_processor_class == WhisperProcessor
        assert tool.model_class == WhisperForConditionalGeneration