import sys
import os
import traceback
from dotenv import load_dotenv
from fastapi import Request
from datetime import datetime

sys.path.insert(
    0, os.path.abspath("../..")
)  # Adds the parent directory to the system path
from litellm import Router
import pytest
import litellm
from unittest.mock import patch, MagicMock, AsyncMock

import json
from io import BytesIO
from typing import Dict, List
from litellm.router_utils.batch_utils import (
    replace_model_in_jsonl,
    _get_router_metadata_variable_name,
)


# Fixtures
@pytest.fixture
def sample_jsonl_data() -> List[Dict]:
    """Fixture providing sample JSONL data"""
    return [
        {
            "body": {
                "model": "gpt-3.5-turbo",
                "messages": [{"role": "user", "content": "Hello"}],
            }
        },
        {"body": {"model": "gpt-4", "messages": [{"role": "user", "content": "Hi"}]}},
    ]


@pytest.fixture
def sample_jsonl_bytes(sample_jsonl_data) -> bytes:
    """Fixture providing sample JSONL as bytes"""
    jsonl_str = "\n".join(json.dumps(line) for line in sample_jsonl_data)
    return jsonl_str.encode("utf-8")


@pytest.fixture
def sample_file_like(sample_jsonl_bytes):
    """Fixture providing a file-like object"""
    return BytesIO(sample_jsonl_bytes)


# Test cases
def test_bytes_input(sample_jsonl_bytes):
    """Test with bytes input"""
    new_model = "claude-3"
    result = replace_model_in_jsonl(sample_jsonl_bytes, new_model)

    assert result is not None


def test_tuple_input(sample_jsonl_bytes):
    """Test with tuple input"""
    new_model = "claude-3"
    test_tuple = ("test.jsonl", sample_jsonl_bytes, "application/json")
    result = replace_model_in_jsonl(test_tuple, new_model)

    assert result is not None


def test_file_like_object(sample_file_like):
    """Test with file-like object input"""
    new_model = "claude-3"
    result = replace_model_in_jsonl(sample_file_like, new_model)

    assert result is not None


def test_router_metadata_variable_name():
    """Test that the variable name is correct"""
    assert _get_router_metadata_variable_name(function_name="completion") == "metadata"
    assert (
        _get_router_metadata_variable_name(function_name="batch") == "litellm_metadata"
    )
    assert (
        _get_router_metadata_variable_name(function_name="acreate_file") == "litellm_metadata"
    )
    assert (
        _get_router_metadata_variable_name(function_name="aget_file") == "litellm_metadata"
    )


def test_non_json_input():
    """Test that replace_model_in_jsonl returns original content for non-JSON input"""
    from litellm.router_utils.batch_utils import replace_model_in_jsonl
    
    # Test with non-JSON string
    non_json_str = "This is not a JSON string"
    result = replace_model_in_jsonl(non_json_str, "gpt-4")
    assert result == non_json_str
    
    # Test with non-JSON bytes
    non_json_bytes = b"This is not JSON bytes"
    result = replace_model_in_jsonl(non_json_bytes, "gpt-4")
    assert result == non_json_bytes
    
    # Test with non-JSON file-like object
    from io import BytesIO
    non_json_file = BytesIO(b"This is not JSON in a file")
    result = replace_model_in_jsonl(non_json_file, "gpt-4")
    assert result == non_json_file


def test_should_replace_model_in_jsonl():
    """Test that should_replace_model_in_jsonl returns the correct value"""
    from litellm.router_utils.batch_utils import should_replace_model_in_jsonl
    assert should_replace_model_in_jsonl(purpose="batch") == True
    assert should_replace_model_in_jsonl(purpose="test") == False
    assert should_replace_model_in_jsonl(purpose="user_data") == False