import copy
import ipaddress
import json
import os
import unittest.mock as mock
import warnings

import pytest
import pytest_asyncio
import requests
from httpx import AsyncClient, Response
from pydantic import BaseModel
from typing_extensions import Literal

from gradio.test_data.blocks_configs import (
    XRAY_CONFIG,
    XRAY_CONFIG_DIFF_IDS,
    XRAY_CONFIG_WITH_MISTAKE,
)
from gradio.utils import (
    AsyncRequest,
    append_unique_suffix,
    assert_configs_are_equivalent_besides_ids,
    colab_check,
    delete_none,
    error_analytics,
    format_ner_list,
    get_local_ip_address,
    ipython_check,
    launch_analytics,
    readme_to_html,
    sanitize_list_for_csv,
    sanitize_value_for_csv,
    strip_invalid_filename_characters,
    validate_url,
    version_check,
)

os.environ["GRADIO_ANALYTICS_ENABLED"] = "False"


class TestUtils:
    @mock.patch("requests.get")
    def test_should_warn_with_unable_to_parse(self, mock_get):
        mock_get.side_effect = json.decoder.JSONDecodeError("Expecting value", "", 0)

        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            version_check()
            assert (
                str(w[-1].message)
                == "unable to parse version details from package URL."
            )

    @mock.patch("requests.Response.json")
    def test_should_warn_url_not_having_version(self, mock_json):
        mock_json.return_value = {"foo": "bar"}

        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            version_check()
            assert str(w[-1].message) == "package URL does not contain version info."

    @mock.patch("requests.post")
    def test_error_analytics_doesnt_crash_on_connection_error(self, mock_post):
        mock_post.side_effect = requests.ConnectionError()
        error_analytics("placeholder", "placeholder")
        mock_post.assert_called()

    @mock.patch("requests.post")
    def test_error_analytics_successful(self, mock_post):
        error_analytics("placeholder", "placeholder")
        mock_post.assert_called()

    @mock.patch("requests.post")
    def test_launch_analytics_doesnt_crash_on_connection_error(self, mock_post):
        mock_post.side_effect = requests.ConnectionError()
        launch_analytics(data={})
        mock_post.assert_called()

    @mock.patch("IPython.get_ipython")
    def test_colab_check_no_ipython(self, mock_get_ipython):
        mock_get_ipython.return_value = None
        assert colab_check() is False

    @mock.patch("IPython.get_ipython")
    def test_ipython_check_import_fail(self, mock_get_ipython):
        mock_get_ipython.side_effect = ImportError()
        assert ipython_check() is False

    @mock.patch("IPython.get_ipython")
    def test_ipython_check_no_ipython(self, mock_get_ipython):
        mock_get_ipython.return_value = None
        assert ipython_check() is False

    @mock.patch("requests.get")
    def test_readme_to_html_doesnt_crash_on_connection_error(self, mock_get):
        mock_get.side_effect = requests.ConnectionError()
        readme_to_html("placeholder")

    def test_readme_to_html_correct_parse(self):
        readme_to_html("https://github.com/gradio-app/gradio/blob/master/README.md")


class TestIPAddress:
    @pytest.mark.flaky
    def test_get_ip(self):
        ip = get_local_ip_address()
        if ip == "No internet connection":
            return
        ipaddress.ip_address(ip)

    @mock.patch("requests.get")
    def test_get_ip_without_internet(self, mock_get):
        mock_get.side_effect = requests.ConnectionError()
        ip = get_local_ip_address()
        assert ip == "No internet connection"


class TestAssertConfigsEquivalent:
    def test_same_configs(self):
        assert assert_configs_are_equivalent_besides_ids(XRAY_CONFIG, XRAY_CONFIG)

    def test_equivalent_configs(self):
        assert assert_configs_are_equivalent_besides_ids(
            XRAY_CONFIG, XRAY_CONFIG_DIFF_IDS
        )

    def test_different_configs(self):
        with pytest.raises(AssertionError):
            assert_configs_are_equivalent_besides_ids(
                XRAY_CONFIG_WITH_MISTAKE, XRAY_CONFIG
            )

    def test_different_dependencies(self):
        config1 = {
            "version": "3.0.20\n",
            "mode": "blocks",
            "dev_mode": True,
            "components": [
                {
                    "id": 1,
                    "type": "textbox",
                    "props": {
                        "lines": 1,
                        "max_lines": 20,
                        "placeholder": "What is your name?",
                        "value": "",
                        "show_label": True,
                        "name": "textbox",
                        "visible": True,
                        "style": {},
                    },
                },
                {
                    "id": 2,
                    "type": "textbox",
                    "props": {
                        "lines": 1,
                        "max_lines": 20,
                        "value": "",
                        "show_label": True,
                        "name": "textbox",
                        "visible": True,
                        "style": {},
                    },
                },
                {
                    "id": 3,
                    "type": "image",
                    "props": {
                        "image_mode": "RGB",
                        "source": "upload",
                        "tool": "editor",
                        "streaming": False,
                        "show_label": True,
                        "name": "image",
                        "visible": True,
                        "style": {"height": 54, "width": 240},
                    },
                },
            ],
            "theme": "default",
            "css": None,
            "enable_queue": False,
            "layout": {"id": 0, "children": [{"id": 1}, {"id": 2}, {"id": 3}]},
            "dependencies": [
                {
                    "targets": [1],
                    "trigger": "submit",
                    "inputs": [1],
                    "outputs": [2],
                    "backend_fn": True,
                    "js": None,
                    "queue": None,
                    "api_name": "greet",
                    "scroll_to_output": False,
                    "show_progress": True,
                    "documentation": [["(str): text"], ["(str | None): text"]],
                }
            ],
        }

        config2 = copy.deepcopy(config1)
        config2["dependencies"][0]["documentation"] = None
        with pytest.raises(AssertionError):
            assert_configs_are_equivalent_besides_ids(config1, config2)


class TestFormatNERList:
    def test_format_ner_list_standard(self):
        string = "Wolfgang lives in Berlin"
        groups = [
            {"entity_group": "PER", "start": 0, "end": 8},
            {"entity_group": "LOC", "start": 18, "end": 24},
        ]
        result = [
            ("", None),
            ("Wolfgang", "PER"),
            (" lives in ", None),
            ("Berlin", "LOC"),
            ("", None),
        ]
        assert format_ner_list(string, groups) == result

    def test_format_ner_list_empty(self):
        string = "I live in a city"
        groups = []
        result = [("I live in a city", None)]
        assert format_ner_list(string, groups) == result


class TestDeleteNone:
    """Credit: https://stackoverflow.com/questions/33797126/proper-way-to-remove-keys-in-dictionary-with-none-values-in-python"""

    def test_delete_none(self):
        input = {
            "a": 12,
            "b": 34,
            "c": None,
            "k": {
                "d": 34,
                "t": None,
                "m": [{"k": 23, "t": None}, [None, 1, 2, 3], {1, 2, None}],
                None: 123,
            },
        }
        truth = {"a": 12, "b": 34, "k": {"d": 34, "m": [{"k": 23}, [1, 2, 3], {1, 2}]}}
        assert delete_none(input) == truth


@pytest_asyncio.fixture(scope="function", autouse=True)
async def client():
    """
    A fixture to mock the async client object.
    """
    async with AsyncClient() as mock_client:
        with mock.patch("gradio.utils.AsyncRequest.client", mock_client):
            yield


class TestRequest:
    @pytest.mark.asyncio
    async def test_get(self):
        client_response: AsyncRequest = await AsyncRequest(
            method=AsyncRequest.Method.GET,
            url="http://headers.jsontest.com/",
        )
        validated_data = client_response.get_validated_data()
        assert client_response.is_valid() is True
        assert validated_data["Host"] == "headers.jsontest.com"

    @pytest.mark.asyncio
    async def test_post(self):
        client_response: AsyncRequest = await AsyncRequest(
            method=AsyncRequest.Method.POST,
            url="https://reqres.in/api/users",
            json={"name": "morpheus", "job": "leader"},
        )
        validated_data = client_response.get_validated_data()
        assert client_response.status == 201
        assert validated_data["job"] == "leader"
        assert validated_data["name"] == "morpheus"

    @pytest.mark.asyncio
    async def test_validate_with_model(self):
        class TestModel(BaseModel):
            name: str
            job: str
            id: str
            createdAt: str

        client_response: AsyncRequest = await AsyncRequest(
            method=AsyncRequest.Method.POST,
            url="https://reqres.in/api/users",
            json={"name": "morpheus", "job": "leader"},
            validation_model=TestModel,
        )
        assert isinstance(client_response.get_validated_data(), TestModel)

    @pytest.mark.asyncio
    async def test_validate_and_fail_with_model(self):
        class TestModel(BaseModel):
            name: Literal["John"] = "John"
            job: str

        client_response: AsyncRequest = await AsyncRequest(
            method=AsyncRequest.Method.POST,
            url="https://reqres.in/api/users",
            json={"name": "morpheus", "job": "leader"},
            validation_model=TestModel,
        )
        with pytest.raises(Exception):
            client_response.is_valid(raise_exceptions=True)
        assert client_response.has_exception is True
        assert isinstance(client_response.exception, Exception)


def make_mock_response(return_value):
    return Response(201, json=return_value)


MOCK_REQUEST_URL = "https://very_real_url.com"


@pytest.mark.asyncio
async def test_get(respx_mock):
    respx_mock.get(MOCK_REQUEST_URL).mock(
        make_mock_response({"Host": "headers.jsontest.com"})
    )

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.GET,
        url=MOCK_REQUEST_URL,
    )
    validated_data = client_response.get_validated_data()
    assert client_response.is_valid() is True
    assert validated_data["Host"] == "headers.jsontest.com"


@pytest.mark.asyncio
async def test_post(respx_mock):

    payload = {"name": "morpheus", "job": "leader"}
    respx_mock.post(MOCK_REQUEST_URL).mock(make_mock_response(payload))

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.POST,
        url=MOCK_REQUEST_URL,
        json=payload,
    )
    validated_data = client_response.get_validated_data()
    assert client_response.status == 201
    assert validated_data["job"] == "leader"
    assert validated_data["name"] == "morpheus"


@pytest.mark.asyncio
async def test_validate_with_model(respx_mock):

    response = make_mock_response(
        {
            "name": "morpheus",
            "id": "1",
            "job": "leader",
            "createdAt": "2",
        }
    )
    respx_mock.post(MOCK_REQUEST_URL).mock(response)

    class TestModel(BaseModel):
        name: str
        job: str
        id: str
        createdAt: str

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.POST,
        url=MOCK_REQUEST_URL,
        json={"name": "morpheus", "job": "leader"},
        validation_model=TestModel,
    )
    assert isinstance(client_response.get_validated_data(), TestModel)


@pytest.mark.asyncio
async def test_validate_and_fail_with_model(respx_mock):
    class TestModel(BaseModel):
        name: Literal["John"]
        job: str

    payload = {"name": "morpheus", "job": "leader"}
    respx_mock.post(MOCK_REQUEST_URL).mock(make_mock_response(payload))

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.POST,
        url=MOCK_REQUEST_URL,
        json=payload,
        validation_model=TestModel,
    )
    with pytest.raises(Exception):
        client_response.is_valid(raise_exceptions=True)
    assert client_response.has_exception is True
    assert isinstance(client_response.exception, Exception)


@mock.patch("gradio.utils.AsyncRequest._validate_response_data")
@pytest.mark.asyncio
async def test_exception_type(validate_response_data, respx_mock):
    class ResponseValidationException(Exception):
        message = "Response object is not valid."

    validate_response_data.side_effect = Exception()

    respx_mock.get(MOCK_REQUEST_URL).mock(Response(201))

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.GET,
        url=MOCK_REQUEST_URL,
        exception_type=ResponseValidationException,
    )
    assert isinstance(client_response.exception, ResponseValidationException)


@pytest.mark.asyncio
async def test_validate_with_function(respx_mock):

    respx_mock.post(MOCK_REQUEST_URL).mock(
        make_mock_response({"name": "morpheus", "id": 1})
    )

    def has_name(response):
        if response["name"] is not None:
            return response
        raise Exception

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.POST,
        url=MOCK_REQUEST_URL,
        json={"name": "morpheus", "job": "leader"},
        validation_function=has_name,
    )
    validated_data = client_response.get_validated_data()
    assert client_response.is_valid() is True
    assert validated_data["id"] is not None
    assert client_response.exception is None


@pytest.mark.asyncio
async def test_validate_and_fail_with_function(respx_mock):
    def has_name(response):
        if response["name"] is not None:
            if response["name"] == "Alex":
                return response
        raise Exception

    respx_mock.post(MOCK_REQUEST_URL).mock(make_mock_response({"name": "morpheus"}))

    client_response: AsyncRequest = await AsyncRequest(
        method=AsyncRequest.Method.POST,
        url=MOCK_REQUEST_URL,
        json={"name": "morpheus", "job": "leader"},
        validation_function=has_name,
    )
    assert client_response.is_valid() is False
    with pytest.raises(Exception):
        client_response.is_valid(raise_exceptions=True)
    assert client_response.exception is not None


class TestSanitizeForCSV:
    def test_unsafe_value(self):
        assert sanitize_value_for_csv("=OPEN()") == "'=OPEN()"
        assert sanitize_value_for_csv("=1+2") == "'=1+2"
        assert sanitize_value_for_csv('=1+2";=1+2') == "'=1+2\";=1+2"

    def test_safe_value(self):
        assert sanitize_value_for_csv(4) == 4
        assert sanitize_value_for_csv(-44.44) == -44.44
        assert sanitize_value_for_csv("1+1=2") == "1+1=2"
        assert sanitize_value_for_csv("1aaa2") == "1aaa2"

    def test_list(self):
        assert sanitize_list_for_csv([4, "def=", "=gh+ij"]) == [4, "def=", "'=gh+ij"]
        assert sanitize_list_for_csv(
            [["=abc", "def", "gh,+ij"], ["abc", "=def", "+ghij"]]
        ) == [["'=abc", "def", "'gh,+ij"], ["abc", "'=def", "'+ghij"]]
        assert sanitize_list_for_csv([1, ["ab", "=de"]]) == [1, ["ab", "'=de"]]


class TestValidateURL:
    @pytest.mark.flaky
    def test_valid_urls(self):
        assert validate_url("https://www.gradio.app")
        assert validate_url("http://gradio.dev")
        assert validate_url(
            "https://upload.wikimedia.org/wikipedia/commons/b/b0/Bengal_tiger_%28Panthera_tigris_tigris%29_female_3_crop.jpg"
        )

    def test_invalid_urls(self):
        assert not (validate_url("C:/Users/"))
        assert not (validate_url("C:\\Users\\"))
        assert not (validate_url("/home/user"))


class TestAppendUniqueSuffix:
    def test_no_suffix(self):
        name = "test"
        list_of_names = ["test_1", "test_2"]
        assert append_unique_suffix(name, list_of_names) == name

    def test_first_suffix(self):
        name = "test"
        list_of_names = ["test", "test_-1"]
        assert append_unique_suffix(name, list_of_names) == "test_1"

    def test_later_suffix(self):
        name = "test"
        list_of_names = ["test", "test_1", "test_2", "test_3"]
        assert append_unique_suffix(name, list_of_names) == "test_4"


@pytest.mark.parametrize(
    "orig_filename, new_filename",
    [
        ("abc", "abc"),
        ("$$AAabc&3", "AAabc3"),
        ("$$AAabc&3", "AAabc3"),
        ("$$AAa..b-c&3_", "AAa..b-c3_"),
        ("$$AAa..b-c&3_", "AAa..b-c3_"),
        (
            "ゆかりです｡私､こんなかわいい服は初めて着ました…｡なんだかうれしくって､楽しいです｡歌いたくなる気分って､初めてです｡これがｱｲﾄﾞﾙってことなのかもしれませんね",
            "ゆかりです私こんなかわいい服は初めて着ましたなんだかうれしくって楽しいです歌いたくなる気分って初めてですこれがｱｲﾄﾞﾙってことなの",
        ),
    ],
)
def test_strip_invalid_filename_characters(orig_filename, new_filename):
    assert strip_invalid_filename_characters(orig_filename) == new_filename