import os
import sys

from dotenv import load_dotenv

load_dotenv()
import io
import os

# this file is to test litellm/proxy

sys.path.insert(
    0, os.path.abspath("../..")
)  # Adds the parent directory to the system path
import asyncio
import logging

import pytest
from fastapi import Request
from starlette.datastructures import URL, Headers, QueryParams

import litellm
from litellm.proxy._types import LiteLLMRoutes
from litellm.proxy.auth.auth_utils import get_request_route
from litellm.proxy.auth.route_checks import RouteChecks
from litellm.proxy.proxy_server import app

# Configure logging
logging.basicConfig(
    level=logging.DEBUG,  # Set the desired logging level
    format="%(asctime)s - %(levelname)s - %(message)s",
)


def test_routes_on_litellm_proxy():
    """
    Goal of this test: Test that we have all the critical OpenAI Routes on the Proxy server Fast API router


    this prevents accidentelly deleting /threads, or /batches etc
    """
    _all_routes = []
    for route in app.routes:

        _path_as_str = str(route.path)
        if ":path" in _path_as_str:
            # remove the :path
            _path_as_str = _path_as_str.replace(":path", "")
        _all_routes.append(_path_as_str)

    print("ALL ROUTES on LiteLLM Proxy:", _all_routes)
    print("\n\n")
    print("ALL OPENAI ROUTES:", LiteLLMRoutes.openai_routes.value)

    for route in LiteLLMRoutes.openai_routes.value:
        # realtime routes - /realtime?model=gpt-4o
        if "realtime" in route:
            assert "/realtime" in _all_routes
        # wildcard patterns like /containers/* - check that base path exists
        elif RouteChecks._is_wildcard_pattern(pattern=route):
            # For wildcard patterns, check that the base path (without * and trailing /) exists
            base_path = route[:-1].rstrip("/")  # Remove the trailing * and any trailing /
            # Check if base path exists (e.g., /containers or /v1/containers)
            assert base_path in _all_routes, f"Wildcard pattern {route} requires base path {base_path} to exist"
        else:
            assert route in _all_routes


@pytest.mark.parametrize(
    "route,expected",
    [
        # Test exact matches
        ("/chat/completions", True),
        ("/v1/chat/completions", True),
        ("/embeddings", True),
        ("/v1/models", True),
        ("/utils/token_counter", True),
        # Test routes with placeholders
        ("/engines/gpt-4/chat/completions", True),
        ("/openai/deployments/gpt-3.5-turbo/chat/completions", True),
        ("/threads/thread_49EIN5QF32s4mH20M7GFKdlZ", True),
        ("/v1/threads/thread_49EIN5QF32s4mH20M7GFKdlZ", True),
        ("/threads/thread_49EIN5QF32s4mH20M7GFKdlZ/messages", True),
        ("/v1/threads/thread_49EIN5QF32s4mH20M7GFKdlZ/runs", True),
        ("/v1/batches/123456", True),
        # Test non-OpenAI routes
        ("/some/random/route", False),
        ("/v2/chat/completions", False),
        ("/threads/invalid/format", False),
        ("/v1/non_existent_endpoint", False),
        # Bedrock Pass Through Routes
        ("/bedrock/model/cohere.command-r-v1:0/converse", True),
        ("/vertex-ai/model/text-embedding-004/embeddings", True),
        # LiteLLM native RAG routes
        ("/rag/ingest", True),
        ("/v1/rag/ingest", True),
        ("/rag/query", True),
        ("/v1/rag/query", True),
    ],
)
def test_is_llm_api_route(route: str, expected: bool):
    assert RouteChecks.is_llm_api_route(route) == expected


# Test-case for routes that are similar but should return False
@pytest.mark.parametrize(
    "route",
    [
        "/v1/threads/thread_id/invalid",
        "/threads/thread_id/invalid",
        "/v1/batches/123/invalid",
        "/engines/model/invalid/completions",
    ],
)
def test_is_llm_api_route_similar_but_false(route: str):
    assert RouteChecks.is_llm_api_route(route) is False


def test_anthropic_api_routes():
    # allow non proxy admins to call anthropic api routes
    assert RouteChecks.is_llm_api_route(route="/v1/messages") is True


def create_request(path: str, base_url: str = "http://testserver") -> Request:
    return Request(
        {
            "type": "http",
            "method": "GET",
            "scheme": "http",
            "server": ("testserver", 80),
            "path": path,
            "query_string": b"",
            "headers": Headers().raw,
            "client": ("testclient", 50000),
            "root_path": URL(base_url).path,
        }
    )


def test_get_request_route_with_base_url():
    request = create_request(
        path="/genai/chat/completions", base_url="http://testserver/genai"
    )
    result = get_request_route(request)
    assert result == "/chat/completions"


def test_get_request_route_without_base_url():
    request = create_request("/chat/completions")
    result = get_request_route(request)
    assert result == "/chat/completions"


def test_get_request_route_with_nested_path():
    request = create_request(path="/embeddings", base_url="http://testserver/ishaan")
    result = get_request_route(request)
    assert result == "/embeddings"


def test_get_request_route_with_query_params():
    request = create_request(path="/genai/test", base_url="http://testserver/genai")
    request.scope["query_string"] = b"param=value"
    result = get_request_route(request)
    assert result == "/test"


def test_get_request_route_with_base_url_not_at_start():
    request = create_request("/api/genai/test")
    result = get_request_route(request)
    assert result == "/api/genai/test"