from __future__ import annotations

import gc
import hashlib
import inspect
import os
import time
from pathlib import Path

import dill as pickle
import pytest
from inference.core.entities.types import WorkspaceID
from inference.core.roboflow_api import _prepare_workflow_response_cache_key


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_basic_functionality_with_all_parameters():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test basic functionality with all parameters provided.'
    api_key = 'test_api_key_123'
    workspace_id = 'workspace_001'
    workflow_id = 'workflow_001'
    workflow_version_id = 'version_1'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_basic_functionality_with_all_parameters', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_basic_functionality_without_version_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test basic functionality when workflow_version_id is None.'
    api_key = 'test_api_key_456'
    workspace_id = 'workspace_002'
    workflow_id = 'workflow_002'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_basic_functionality_without_version_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_basic_functionality_without_api_key():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test basic functionality when api_key is None.'
    workspace_id = 'workspace_003'
    workflow_id = 'workflow_003'
    workflow_version_id = 'version_2'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(None, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_basic_functionality_without_api_key', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_api_key_hashing():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that api_key is properly hashed using MD5.'
    api_key = 'my_secret_key'
    workspace_id = 'workspace_004'
    workflow_id = 'workflow_004'
    expected_hash = hashlib.md5(api_key.encode('utf-8')).hexdigest()
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_api_key_hashing', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_same_api_keys_produce_same_hash():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that identical API keys produce identical hashes.'
    api_key = 'consistent_key'
    workspace_id = 'workspace_005'
    workflow_id = 'workflow_005'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_same_api_keys_produce_same_hash', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_same_api_keys_produce_same_hash', '_prepare_workflow_response_cache_key', '6', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_different_api_keys_produce_different_hashes():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that different API keys produce different hashes.'
    api_key1 = 'key_one'
    api_key2 = 'key_two'
    workspace_id = 'workspace_006'
    workflow_id = 'workflow_006'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key1, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_different_api_keys_produce_different_hashes', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key2, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_different_api_keys_produce_different_hashes', '_prepare_workflow_response_cache_key', '7', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_return_type_is_string():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the return type is always a string.'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind('api_key', 'workspace', 'workflow')
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_return_type_is_string', '_prepare_workflow_response_cache_key', '1', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_cache_key_format_structure():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test the structure of the returned cache key format.'
    api_key = 'test_key'
    workspace_id = 'ws_123'
    workflow_id = 'wf_456'
    workflow_version_id = 'v_789'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_cache_key_format_structure', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    parts = result.split(':')

def test_empty_string_api_key():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with empty string api_key.'
    api_key = ''
    workspace_id = 'workspace_007'
    workflow_id = 'workflow_007'
    expected_hash = hashlib.md5(''.encode('utf-8')).hexdigest()
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_empty_string_api_key', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_empty_string_workflow_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with empty string workflow_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_008'
    workflow_id = ''
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_empty_string_workflow_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_empty_string_workspace_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with empty string workspace_id.'
    api_key = 'test_api_key'
    workspace_id = ''
    workflow_id = 'workflow_009'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_empty_string_workspace_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_empty_string_workflow_version_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with empty string workflow_version_id (should be treated as falsy).'
    api_key = 'test_api_key'
    workspace_id = 'workspace_010'
    workflow_id = 'workflow_010'
    workflow_version_id = ''
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_empty_string_workflow_version_id', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_none_api_key_produces_string_none():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that None api_key is converted to string 'None'."
    workspace_id = 'workspace_011'
    workflow_id = 'workflow_011'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(None, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_none_api_key_produces_string_none', '_prepare_workflow_response_cache_key', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_none_workflow_version_id_excluded():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that None workflow_version_id is excluded from the key.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_012'
    workflow_id = 'workflow_012'
    workflow_version_id = None
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_none_workflow_version_id_excluded', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_special_characters_in_api_key():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with special characters in api_key.'
    api_key = 'key!@#$%^&*()'
    workspace_id = 'workspace_013'
    workflow_id = 'workflow_013'
    expected_hash = hashlib.md5(api_key.encode('utf-8')).hexdigest()
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_special_characters_in_api_key', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_special_characters_in_workspace_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with special characters in workspace_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace-123_456.789'
    workflow_id = 'workflow_014'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_special_characters_in_workspace_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_special_characters_in_workflow_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with special characters in workflow_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_015'
    workflow_id = 'workflow-123_456.789'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_special_characters_in_workflow_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_special_characters_in_workflow_version_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with special characters in workflow_version_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_016'
    workflow_id = 'workflow_016'
    workflow_version_id = 'v-1.2.3_beta'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_special_characters_in_workflow_version_id', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_unicode_characters_in_api_key():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with unicode characters in api_key.'
    api_key = 'key_with_unicode_éàü'
    workspace_id = 'workspace_017'
    workflow_id = 'workflow_017'
    expected_hash = hashlib.md5(api_key.encode('utf-8')).hexdigest()
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_unicode_characters_in_api_key', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_unicode_characters_in_identifiers():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with unicode characters in workspace_id, workflow_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_éàü'
    workflow_id = 'workflow_αβγ'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_unicode_characters_in_identifiers', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_very_long_api_key():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with a very long api_key.'
    api_key = 'a' * 10000
    workspace_id = 'workspace_018'
    workflow_id = 'workflow_018'
    expected_hash = hashlib.md5(api_key.encode('utf-8')).hexdigest()
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_very_long_api_key', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_very_long_workspace_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with a very long workspace_id.'
    api_key = 'test_api_key'
    workspace_id = 'w' * 1000
    workflow_id = 'workflow_019'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_very_long_workspace_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_very_long_workflow_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with a very long workflow_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_020'
    workflow_id = 'f' * 1000
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_very_long_workflow_id', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_very_long_workflow_version_id():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with a very long workflow_version_id.'
    api_key = 'test_api_key'
    workspace_id = 'workspace_021'
    workflow_id = 'workflow_021'
    workflow_version_id = 'v' * 1000
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_very_long_workflow_version_id', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_whitespace_in_api_key():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with whitespace characters in api_key.'
    api_key = 'api key with spaces\t\n'
    workspace_id = 'workspace_022'
    workflow_id = 'workflow_022'
    expected_hash = hashlib.md5(api_key.encode('utf-8')).hexdigest()
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_whitespace_in_api_key', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_whitespace_in_identifiers():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with whitespace characters in identifiers.'
    api_key = 'test_api_key'
    workspace_id = 'workspace 123'
    workflow_id = 'workflow\t456'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_whitespace_in_identifiers', '_prepare_workflow_response_cache_key', '4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_single_character_inputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with single character inputs.'
    api_key = 'a'
    workspace_id = 'b'
    workflow_id = 'c'
    workflow_version_id = 'd'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_single_character_inputs', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_numeric_string_inputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior with numeric string inputs.'
    api_key = '123456'
    workspace_id = '789'
    workflow_id = '012'
    workflow_version_id = '345'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_numeric_string_inputs', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_colons_in_inputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior when inputs contain colons (part of delimiter).'
    api_key = 'key:with:colons'
    workspace_id = 'ws:123'
    workflow_id = 'wf:456'
    workflow_version_id = 'v:789'
    _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_colons_in_inputs', '_prepare_workflow_response_cache_key', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_performance_with_multiple_sequential_calls():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test performance with 1000 sequential calls to ensure efficiency.'
    api_key = 'performance_test_key'
    workspace_id = 'workspace_perf'
    workflow_id = 'workflow_perf'
    results = []
    for i in range(1000):
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, f'version_{i}')
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_performance_with_multiple_sequential_calls', '_prepare_workflow_response_cache_key', '5_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)

def test_cache_key_generation_consistency():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that repeated calls with same parameters always produce same result.'
    api_key = 'consistency_test_key'
    workspace_id = 'ws_consistency'
    workflow_id = 'wf_consistency'
    results = []
    for _ in range(100):
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_cache_key_generation_consistency', '_prepare_workflow_response_cache_key', '5_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)

def test_different_api_keys_large_scale():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with 100 different API keys to ensure proper hashing at scale.'
    workspace_id = 'ws_scale_test'
    workflow_id = 'wf_scale_test'
    results = []
    for i in range(100):
        api_key = f'api_key_{i}_with_unique_content_{i ** 2}'
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_different_api_keys_large_scale', '_prepare_workflow_response_cache_key', '4_1', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)

def test_mixed_none_and_string_api_keys():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test performance with alternating None and string API keys.'
    workspace_id = 'ws_mixed'
    workflow_id = 'wf_mixed'
    results_with_none = []
    results_with_key = []
    for i in range(500):
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(None, workspace_id, workflow_id, f'v_{i}')
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_mixed_none_and_string_api_keys', '_prepare_workflow_response_cache_key', '5_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result_none = codeflash_output
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(f'key_{i}', workspace_id, workflow_id, f'v_{i}')
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_mixed_none_and_string_api_keys', '_prepare_workflow_response_cache_key', '5_5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result_key = codeflash_output
        results_with_none.append(result_none)
        results_with_key.append(result_key)

def test_varying_workflow_version_ids():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with many different workflow_version_ids.'
    api_key = 'stable_key'
    workspace_id = 'ws_version_test'
    workflow_id = 'wf_version_test'
    results_with_version = []
    results_without_version = []
    for i in range(500):
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, f'version_{i}')
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_varying_workflow_version_ids', '_prepare_workflow_response_cache_key', '6_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result_with = codeflash_output
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, None)
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_varying_workflow_version_ids', '_prepare_workflow_response_cache_key', '6_5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result_without = codeflash_output
        results_with_version.append(result_with)
        results_without_version.append(result_without)

def test_large_combination_of_parameters():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test with large number of different parameter combinations.'
    num_combinations = 100
    results = []
    for i in range(num_combinations):
        for j in range(10):
            api_key = f'api_key_{i}_{j}' if j % 2 == 0 else None
            workspace_id = f'ws_{i}'
            workflow_id = f'wf_{j}'
            workflow_version_id = f'v_{i}_{j}' if j % 3 == 0 else None
            _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
            _call__bound__arguments.apply_defaults()
            codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_large_combination_of_parameters', '_prepare_workflow_response_cache_key', '3_0_4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
            codeflash_output = codeflash_return_value
            result = codeflash_output
            results.append(result)

def test_hash_stability_under_load():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that MD5 hashing remains stable under load.'
    api_key = 'stable_hashing_test'
    workspace_id = 'ws_hash_test'
    workflow_id = 'wf_hash_test'
    expected_hash = hashlib.md5(api_key.encode('utf-8')).hexdigest()
    for _ in range(1000):
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id)
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_hash_stability_under_load', '_prepare_workflow_response_cache_key', '5_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_cache_key_length_consistency():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that cache key lengths remain reasonable and consistent.'
    results = []
    for i in range(200):
        api_key = f'key_{i}'
        workspace_id = f'ws_{i}'
        workflow_id = f'wf_{i}'
        workflow_version_id = f'v_{i}' if i % 2 == 0 else None
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_cache_key_length_consistency', '_prepare_workflow_response_cache_key', '2_4', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)
    max_length = max((len(r) for r in results))
    min_length = min((len(r) for r in results))

def test_no_memory_leaks_with_large_inputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test repeated calls with large inputs to verify no memory issues.'
    large_api_key = 'x' * 5000
    large_workspace = 'y' * 1000
    large_workflow = 'z' * 1000
    for i in range(100):
        _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(large_api_key, large_workspace, large_workflow, f'v_{i}')
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_no_memory_leaks_with_large_inputs', '_prepare_workflow_response_cache_key', '4_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_deterministic_output_under_stress():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output remains deterministic under stress conditions.'
    test_cases = [('key_a', 'ws_1', 'wf_1', 'v_1'), ('key_b', 'ws_2', 'wf_2', None), (None, 'ws_3', 'wf_3', 'v_3'), ('', '', '', '')]
    for api_key, workspace_id, workflow_id, workflow_version_id in test_cases:
        results = []
        for _ in range(250):
            _call__bound__arguments = inspect.signature(_prepare_workflow_response_cache_key).bind(api_key, workspace_id, workflow_id, workflow_version_id)
            _call__bound__arguments.apply_defaults()
            codeflash_return_value = codeflash_wrap(_prepare_workflow_response_cache_key, 'tests.inference.unit_tests.test__prepare_workflow_response_cache_key__unit_test_1', None, 'test_deterministic_output_under_stress', '_prepare_workflow_response_cache_key', '2_1_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
            codeflash_output = codeflash_return_value
            result = codeflash_output
            results.append(result)