from __future__ import annotations

import gc
import os
import time
from typing import Any, Dict, List
from unittest.mock import Mock, patch

import pytest
from inference.core.workflows.core_steps.common.query_language.entities.operations import \
    OperationDefinition
from inference.core.workflows.core_steps.sinks.email_notification.v2 import \
    apply_operations_to_message_parameters


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}:{codeflash_duration}######!')
    if exception:
        raise exception
    return return_value

def test_apply_operations_empty_message_parameters():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with empty message parameters dict.'
    message_parameters = {}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_empty_message_parameters', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_no_operations_defined():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with message parameters but no operations defined.'
    message_parameters = {'greeting': 'hello', 'name': 'world', 'count': 42}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_no_operations_defined', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_parameter_without_operations():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that parameters without defined operations are returned unchanged.'
    message_parameters = {'untouched_param': 'original_value', 'modified_param': 'test'}
    message_parameters_operations = {'modified_param': []}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_parameter_without_operations', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_empty_operations_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with empty operations list for a parameter.'
    message_parameters = {'key': 'value'}
    message_parameters_operations = {'key': []}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_empty_operations_list', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_preserves_parameter_types():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that different value types are preserved correctly.'
    message_parameters = {'string_param': 'hello', 'int_param': 42, 'float_param': 3.14, 'bool_param': True, 'list_param': [1, 2, 3], 'dict_param': {'nested': 'value'}, 'none_param': None}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_preserves_parameter_types', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_single_string_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test applying operations to a single string parameter.'
    message_parameters = {'text': 'hello'}
    message_parameters_operations = {'text': [OperationDefinition(type='StringToUpperCase')]}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_chain = lambda value, global_parameters: value.upper()
        mock_build.return_value = mock_chain
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_single_string_parameter', 'apply_operations_to_message_parameters', '3_2', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        mock_build.assert_called_once()

def test_apply_operations_multiple_parameters_mixed_operations():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with multiple parameters, some with operations and some without.'
    message_parameters = {'param1': 'value1', 'param2': 'value2', 'param3': 100}
    message_parameters_operations = {'param1': [OperationDefinition(type='StringToUpperCase')]}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_chain = lambda value, global_parameters: value.upper()
        mock_build.return_value = mock_chain
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_multiple_parameters_mixed_operations', 'apply_operations_to_message_parameters', '3_2', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_apply_operations_special_characters_in_values():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with special characters and unicode in parameter values.'
    message_parameters = {'emoji': '🚀🎉🌟', 'special_chars': '!@#$%^&*()', 'unicode': 'こんにちは世界'}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_special_characters_in_values', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_none_as_parameter_value():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with None values in message parameters.'
    message_parameters = {'nullable_param': None}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_none_as_parameter_value', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_empty_string_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with empty string as parameter value.'
    message_parameters = {'empty': ''}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_empty_string_parameter', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_zero_values():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with zero numeric values.'
    message_parameters = {'zero_int': 0, 'zero_float': 0.0}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_zero_values', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_false_boolean_value():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with False boolean value.'
    message_parameters = {'flag': False}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_false_boolean_value', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_empty_list_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with empty list as parameter value.'
    message_parameters = {'items': []}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_empty_list_parameter', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_empty_dict_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with empty dict as parameter value.'
    message_parameters = {'config': {}}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_empty_dict_parameter', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_deeply_nested_structures():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with deeply nested data structures.'
    message_parameters = {'complex': {'level1': {'level2': {'level3': [1, 2, {'level4': 'deep'}]}}}}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_deeply_nested_structures', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_parameter_name_with_special_characters():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with parameter names containing special characters.'
    message_parameters = {'param_with_underscore': 'value1', 'param-with-dash': 'value2', 'param.with.dot': 'value3'}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_parameter_name_with_special_characters', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_very_long_string_value():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with very long string parameter.'
    long_string = 'a' * 10000
    message_parameters = {'long_text': long_string}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_very_long_string_value', 'apply_operations_to_message_parameters', '4', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_negative_numbers():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with negative numeric values.'
    message_parameters = {'neg_int': -42, 'neg_float': -3.14}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_negative_numbers', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_very_large_numbers():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with very large numeric values.'
    message_parameters = {'huge_int': 10 ** 18, 'huge_float': 10.0 ** 308}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_very_large_numbers', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_operation_not_in_operations_dict():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test when a parameter exists but is not in operations dict.'
    message_parameters = {'param_a': 'value_a', 'param_b': 'value_b'}
    message_parameters_operations = {'param_a': [OperationDefinition(type='ToString')]}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_build.return_value = lambda v, **kw: str(v)
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_operation_not_in_operations_dict', 'apply_operations_to_message_parameters', '3_1', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_apply_operations_tuple_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with tuple as parameter value.'
    message_parameters = {'coords': (10, 20, 30)}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_tuple_parameter', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_many_parameters_no_operations():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with a large number of parameters without operations.'
    message_parameters = {f'param_{i}': f'value_{i}' for i in range(1000)}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_many_parameters_no_operations', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for i in range(1000):
        pass

def test_apply_operations_many_parameters_with_mixed_operations():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with 1000 parameters, half with operations and half without.'
    message_parameters = {f'param_{i}': f'value_{i}' for i in range(1000)}
    message_parameters_operations = {f'param_{i}': [OperationDefinition(type='StringToUpperCase')] for i in range(0, 1000, 2)}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_chain = lambda value, global_parameters: value.upper()
        mock_build.return_value = mock_chain
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_many_parameters_with_mixed_operations', 'apply_operations_to_message_parameters', '3_2', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        for i in range(0, 1000, 2):
            pass
        for i in range(1, 1000, 2):
            pass

def test_apply_operations_large_list_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with parameter containing large list.'
    large_list = list(range(1000))
    message_parameters = {'items': large_list}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_large_list_parameter', 'apply_operations_to_message_parameters', '4', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_large_dict_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with parameter containing large nested dict.'
    large_dict = {f'key_{i}': f'value_{i}' for i in range(1000)}
    message_parameters = {'config': large_dict}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_large_dict_parameter', 'apply_operations_to_message_parameters', '4', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_multiple_operations_per_parameter():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with multiple operations chained together.'
    message_parameters = {'text': 'hello'}
    message_parameters_operations = {'text': [OperationDefinition(type='StringToUpperCase'), OperationDefinition(type='StringSubSequence')]}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_chain = lambda value, global_parameters: value.upper()
        mock_build.return_value = mock_chain
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_multiple_operations_per_parameter', 'apply_operations_to_message_parameters', '3_2', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_apply_operations_result_is_new_dict():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that result is a new dict, not a reference to original.'
    message_parameters = {'key': 'value'}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_result_is_new_dict', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_original_unchanged():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that original message_parameters dict is not modified.'
    original_params = {'param1': 'value1', 'param2': 'value2'}
    message_parameters = original_params.copy()
    message_parameters_operations = {'param1': [OperationDefinition(type='ToString')]}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_build.return_value = lambda v, **kw: str(v).upper()
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_original_unchanged', 'apply_operations_to_message_parameters', '4_1', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_apply_operations_many_nested_lists():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with parameter containing 1000 nested lists.'
    message_parameters = {'nested': [[i] for i in range(1000)]}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_many_nested_lists', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_apply_operations_alternating_types():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with parameters of alternating types at scale.'
    message_parameters = {}
    for i in range(500):
        if i % 2 == 0:
            message_parameters[f'param_{i}'] = i
        else:
            message_parameters[f'param_{i}'] = f'string_{i}'
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_alternating_types', 'apply_operations_to_message_parameters', '4', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for i in range(500):
        if i % 2 == 0:
            pass
        else:
            pass

def test_apply_operations_parameter_operations_mismatch():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test when operations dict has keys not in message_parameters.'
    message_parameters = {'param1': 'value1'}
    message_parameters_operations = {'param1': [OperationDefinition(type='ToString')], 'param2': [OperationDefinition(type='ToString')], 'param3': [OperationDefinition(type='ToString')]}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_build.return_value = lambda v, **kw: str(v)
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_parameter_operations_mismatch', 'apply_operations_to_message_parameters', '3_1', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_apply_operations_consecutive_calls_identical():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that consecutive calls with same inputs produce same results.'
    message_parameters = {'key': 'value', 'number': 42}
    message_parameters_operations = {}
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_consecutive_calls_identical', 'apply_operations_to_message_parameters', '3', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_consecutive_calls_identical', 'apply_operations_to_message_parameters', '5', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_apply_operations_100_parameters_each_with_10_operations():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test 100 parameters each with 10 operations defined.'
    message_parameters = {f'param_{i}': f'value_{i}' for i in range(100)}
    message_parameters_operations = {f'param_{i}': [OperationDefinition(type='StringToUpperCase') for _ in range(10)] for i in range(100)}
    with patch('inference.core.workflows.core_steps.sinks.email_notification.v2.build_operations_chain') as mock_build:
        mock_chain = lambda value, global_parameters: value.upper()
        mock_build.return_value = mock_chain
        codeflash_return_value = codeflash_wrap(apply_operations_to_message_parameters, 'tests.inference.unit_tests.test_apply_operations_to_message_parameters__unit_test_1', None, 'test_apply_operations_100_parameters_each_with_10_operations', 'apply_operations_to_message_parameters', '3_2', codeflash_loop_index, message_parameters=message_parameters, message_parameters_operations=message_parameters_operations)
        codeflash_output = codeflash_return_value
        result = codeflash_output