from __future__ import annotations

import datetime
import gc
import inspect
import os
import time
from pathlib import Path
from typing import Any, Dict, List
from unittest.mock import MagicMock, Mock, patch

import dill as pickle
import numpy as np
import pytest
import supervision as sv
from inference.core.interfaces.webrtc_worker.webrtc import (
    DataOutputMode, VideoFrameProcessor, serialize_for_webrtc)
from inference.core.workflows.execution_engine.entities.base import \
    WorkflowImageData


def codeflash_wrap(codeflash_wrapped, codeflash_test_module_name, codeflash_test_class_name, codeflash_test_name, codeflash_function_name, codeflash_line_id, codeflash_loop_index, *args, **kwargs):
    test_id = f'{codeflash_test_module_name}:{codeflash_test_class_name}:{codeflash_test_name}:{codeflash_line_id}:{codeflash_loop_index}'
    if not hasattr(codeflash_wrap, 'index'):
        codeflash_wrap.index = {}
    if test_id in codeflash_wrap.index:
        codeflash_wrap.index[test_id] += 1
    else:
        codeflash_wrap.index[test_id] = 0
    codeflash_test_index = codeflash_wrap.index[test_id]
    invocation_id = f'{codeflash_line_id}_{codeflash_test_index}'
    test_stdout_tag = f"{codeflash_test_module_name}:{(codeflash_test_class_name + '.' if codeflash_test_class_name else '')}{codeflash_test_name}:{codeflash_function_name}:{codeflash_loop_index}:{invocation_id}"
    print(f'!$######{test_stdout_tag}######$!')
    exception = None
    gc.disable()
    try:
        counter = time.perf_counter_ns()
        return_value = codeflash_wrapped(*args, **kwargs)
        codeflash_duration = time.perf_counter_ns() - counter
    except Exception as e:
        codeflash_duration = time.perf_counter_ns() - counter
        exception = e
    gc.enable()
    print(f'!######{test_stdout_tag}######!')
    iteration = os.environ['CODEFLASH_TEST_ITERATION']
    with Path('{codeflash_run_tmp_dir_client_side}', f'test_return_values_{iteration}.bin').open('ab') as f:
        pickled_values = pickle.dumps((args, kwargs, exception)) if exception else pickle.dumps((args, kwargs, return_value))
        _test_name = f"{codeflash_test_module_name}:{(codeflash_test_class_name + '.' if codeflash_test_class_name else '')}{codeflash_test_name}:{codeflash_function_name}:{codeflash_line_id}".encode('ascii')
        f.write(len(_test_name).to_bytes(4, byteorder='big'))
        f.write(_test_name)
        f.write(codeflash_duration.to_bytes(8, byteorder='big'))
        f.write(len(pickled_values).to_bytes(4, byteorder='big'))
        f.write(pickled_values)
        f.write(codeflash_loop_index.to_bytes(8, byteorder='big'))
        f.write(len(invocation_id).to_bytes(4, byteorder='big'))
        f.write(invocation_id.encode('ascii'))
    if exception:
        raise exception
    return return_value

def test_serialize_outputs_sync_empty_fields_to_send():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with empty fields_to_send list.'
    workflow_output = {'field1': 'value1', 'field2': 'value2'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=[], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_empty_fields_to_send', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_simple_string_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of simple string values.'
    workflow_output = {'message': 'hello world'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['message'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_simple_string_field', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_integer_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of integer values.'
    workflow_output = {'count': 42}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['count'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_integer_field', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_float_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of float values.'
    workflow_output = {'temperature': 98.6}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['temperature'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_float_field', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_boolean_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of boolean values.'
    workflow_output = {'is_active': True, 'is_disabled': False}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['is_active', 'is_disabled'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_boolean_field', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_none_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of None values.'
    workflow_output = {'nullable_field': None}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['nullable_field'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_none_field', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_list_of_primitives():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of lists containing primitive values.'
    workflow_output = {'numbers': [1, 2, 3, 4, 5]}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['numbers'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_list_of_primitives', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_dict_of_primitives():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of dictionaries containing primitive values.'
    workflow_output = {'metadata': {'name': 'test', 'value': 123}}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['metadata'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_dict_of_primitives', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_missing_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test handling of missing fields in workflow_output.'
    workflow_output = {'field1': 'value1'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['field1', 'missing_field'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_missing_field', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_datetime_field():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of datetime objects.'
    test_datetime = datetime.datetime(2024, 1, 15, 10, 30, 45)
    workflow_output = {'timestamp': test_datetime}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['timestamp'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_datetime_field', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_multiple_fields():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of multiple fields at once.'
    workflow_output = {'name': 'test', 'age': 30, 'active': True, 'score': 95.5}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['name', 'age', 'active', 'score'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_multiple_fields', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_data_output_mode_none():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with DataOutputMode.NONE.'
    workflow_output = {'field1': 'value1'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['field1'], workflow_output=workflow_output, data_output_mode=DataOutputMode.NONE)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_data_output_mode_none', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_data_output_mode_specific():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with DataOutputMode.SPECIFIC.'
    workflow_output = {'field1': 'value1', 'field2': 'value2'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['field1'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_data_output_mode_specific', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_image_data_with_mode_all():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that WorkflowImageData is skipped when data_output_mode is ALL.'
    mock_image_data = Mock(spec=WorkflowImageData)
    workflow_output = {'image': mock_image_data}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['image'], workflow_output=workflow_output, data_output_mode=DataOutputMode.ALL)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_image_data_with_mode_all', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_image_data_with_mode_specific():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that WorkflowImageData is serialized with DataOutputMode.SPECIFIC.'
    mock_image_data = Mock(spec=WorkflowImageData)
    mock_image_data.numpy_image = np.zeros((100, 100, 3), dtype=np.uint8)
    mock_image_data.video_metadata = None
    workflow_output = {'image': mock_image_data}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['image'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_image_data_with_mode_specific', 'serialize_outputs_sync', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_nested_list_with_dicts():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of nested lists containing dictionaries.'
    workflow_output = {'results': [{'id': 1, 'name': 'first'}, {'id': 2, 'name': 'second'}]}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['results'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_nested_list_with_dicts', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_deeply_nested_structure():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of deeply nested data structures.'
    workflow_output = {'data': {'level1': {'level2': {'level3': 'value'}}}}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['data'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_deeply_nested_structure', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_empty_list():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of empty lists.'
    workflow_output = {'items': []}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['items'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_empty_list', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_empty_dict():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of empty dictionaries.'
    workflow_output = {'config': {}}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['config'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_empty_dict', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_special_float_values():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of special float values (inf, -inf).'
    workflow_output = {'positive_inf': float('inf'), 'negative_inf': float('-inf'), 'nan': float('nan')}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['positive_inf', 'negative_inf', 'nan'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_special_float_values', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_zero_values():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of zero values (0, 0.0, empty string).'
    workflow_output = {'int_zero': 0, 'float_zero': 0.0, 'empty_string': ''}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['int_zero', 'float_zero', 'empty_string'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_zero_values', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_negative_numbers():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of negative numbers.'
    workflow_output = {'negative_int': -42, 'negative_float': -3.14}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['negative_int', 'negative_float'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_negative_numbers', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_unicode_strings():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of unicode strings.'
    workflow_output = {'emoji': 'Hello \ud83d\udc4b World', 'chinese': '你好', 'arabic': 'مرحبا'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['emoji', 'chinese', 'arabic'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_unicode_strings', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_list_with_mixed_types():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of lists with mixed types.'
    workflow_output = {'mixed': [1, 'two', 3.0, True, None]}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['mixed'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_list_with_mixed_types', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_multiple_missing_fields():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test handling of multiple missing fields.'
    workflow_output = {'field1': 'value1'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['field1', 'missing1', 'missing2', 'missing3'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_multiple_missing_fields', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_serialization_exception_handling():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test handling of serialization errors.'
    mock_problematic_object = Mock()
    workflow_output = {'data': [1, 2, 3]}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['data'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_serialization_exception_handling', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_very_long_string():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of very long strings.'
    long_string = 'a' * 100000
    workflow_output = {'long_text': long_string}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['long_text'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_very_long_string', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_string_with_special_characters():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of strings with special characters.'
    workflow_output = {'special': 'Line1\nLine2\tTabbed\rCarriage', 'quotes': 'String with "quotes" and \'apostrophes\''}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['special', 'quotes'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_string_with_special_characters', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_fields_to_send_order_preserved():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that serialization preserves field order.'
    workflow_output = {'z': 1, 'y': 2, 'x': 3, 'w': 4}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['z', 'y', 'x', 'w'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_fields_to_send_order_preserved', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_dict_with_numeric_string_keys():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of dicts with numeric string keys.'
    workflow_output = {'data': {'1': 'one', '2': 'two', '3': 'three'}}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['data'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_dict_with_numeric_string_keys', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_many_fields():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with many fields.'
    workflow_output = {f'field_{i}': f'value_{i}' for i in range(500)}
    fields_to_send = [f'field_{i}' for i in range(500)]
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=fields_to_send, workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_many_fields', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_large_list():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of large lists.'
    large_list = list(range(1000))
    workflow_output = {'numbers': large_list}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['numbers'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_large_list', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_large_nested_list():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of large nested lists.'
    nested_list = [[i, i + 1, i + 2] for i in range(100)]
    workflow_output = {'matrix': nested_list}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['matrix'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_large_nested_list', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_large_dict():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of large dictionaries.'
    large_dict = {str(i): {'id': i, 'value': f'data_{i}'} for i in range(500)}
    workflow_output = {'large_data': large_dict}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['large_data'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_large_dict', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_mixed_large_structures():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with multiple large structures.'
    workflow_output = {'large_list': list(range(400)), 'large_dict': {str(i): i for i in range(400)}, 'small_string': 'test'}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['large_list', 'large_dict', 'small_string'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_mixed_large_structures', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_many_missing_fields():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test performance with many missing fields.'
    workflow_output = {'field_0': 'value_0'}
    fields_to_send = [f'field_{i}' for i in range(200)]
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=fields_to_send, workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_many_missing_fields', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_large_string_values():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with many large string values.'
    large_string_value = 'x' * 50000
    workflow_output = {f'text_{i}': large_string_value for i in range(10)}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=[f'text_{i}' for i in range(10)], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_large_string_values', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_data_output_mode_all_with_many_images():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test DataOutputMode.ALL with multiple WorkflowImageData objects.'
    mock_images = {f'image_{i}': Mock(spec=WorkflowImageData) for i in range(50)}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=[f'image_{i}' for i in range(50)], workflow_output=mock_images, data_output_mode=DataOutputMode.ALL)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_data_output_mode_all_with_many_images', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_alternating_images_and_data():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with alternating images and regular data.'
    workflow_output = {}
    fields_to_send = []
    for i in range(50):
        if i % 2 == 0:
            workflow_output[f'field_{i}'] = f'value_{i}'
        else:
            workflow_output[f'image_{i}'] = Mock(spec=WorkflowImageData)
        fields_to_send.append(f'field_{i}' if i % 2 == 0 else f'image_{i}')
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=fields_to_send, workflow_output=workflow_output, data_output_mode=DataOutputMode.ALL)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_alternating_images_and_data', 'serialize_outputs_sync', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_many_datetime_objects():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization with many datetime objects.'
    workflow_output = {f'timestamp_{i}': datetime.datetime(2024, 1, 1, i % 24, i % 60, i % 60) for i in range(100)}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=[f'timestamp_{i}' for i in range(100)], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_many_datetime_objects', 'serialize_outputs_sync', '2', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_list_of_dicts_large():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of large list of dictionaries.'
    large_list_of_dicts = [{'id': i, 'name': f'item_{i}', 'value': i * 10} for i in range(500)]
    workflow_output = {'items': large_list_of_dicts}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['items'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_list_of_dicts_large', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value

def test_serialize_outputs_sync_complex_nested_large():
    np.random.seed(42)
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test serialization of complex nested structure at large scale.'
    complex_nested = {f'section_{i}': {'data': [j for j in range(20)], 'metadata': {'id': i, 'name': f'section_{i}', 'items': [{'index': j, 'value': j * i} for j in range(10)]}} for i in range(50)}
    workflow_output = {'sections': complex_nested}
    _call__bound__arguments = inspect.signature(VideoFrameProcessor.serialize_outputs_sync).bind(fields_to_send=['sections'], workflow_output=workflow_output, data_output_mode=DataOutputMode.SPECIFIC)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(VideoFrameProcessor.serialize_outputs_sync, 'tests.inference.unit_tests.test_serialize_outputs_sync__unit_test_1', None, 'test_serialize_outputs_sync_complex_nested_large', 'serialize_outputs_sync', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    serialized, errors = codeflash_return_value