from __future__ import annotations

import gc
import os
import time
from typing import List

import pytest
from inference.core.workflows.core_steps.models.foundation.qwen3_5vl.v1 import \
    BlockManifest
from inference.core.workflows.execution_engine.entities.base import \
    OutputDefinition
from inference.core.workflows.execution_engine.entities.types import \
    DICTIONARY_KIND


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_describe_outputs_returns_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns a list.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_list', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_returns_list_of_output_definitions():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns a list containing OutputDefinition objects.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_list_of_output_definitions', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for item in result:
        pass

def test_describe_outputs_single_output():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns exactly one output definition.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_single_output', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_output_name():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the output definition has the correct name.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_name', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_output_kind():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the output definition has the correct kind.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_kind', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_output_description():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the output definition has a description.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_description', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_description_contains_expected_text():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the output definition description contains expected content.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_description_contains_expected_text', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]
    description = output_def.description

def test_describe_outputs_is_class_method():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs is a class method and can be called on the class.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_is_class_method', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_consistency():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns consistent results on multiple calls.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_consistency', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_consistency', 'describe_outputs', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output
    for out1, out2 in zip(result1, result2):
        pass

def test_describe_outputs_output_has_dictionary_kind():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the output explicitly uses DICTIONARY_KIND.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_has_dictionary_kind', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_output_kind_is_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output kind is a list (not a single value).'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_kind_is_list', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_output_kind_not_empty():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output kind list is not empty.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_kind_not_empty', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_name_not_empty():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output name is not an empty string.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_name_not_empty', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_description_not_empty():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output description is not an empty string.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_description_not_empty', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_output_definition_is_complete():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all required OutputDefinition fields are present and non-None.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_definition_is_complete', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_returns_new_list_each_time():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns a new list object each time (not cached reference).'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_new_list_each_time', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_new_list_each_time', 'describe_outputs', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_describe_outputs_output_name_exact_value():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test the exact value of the output name matches specification.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_name_exact_value', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]

def test_describe_outputs_output_kind_exact_match():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output kind exactly matches [DICTIONARY_KIND].'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_kind_exact_match', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]
    expected_kind = [DICTIONARY_KIND]

def test_describe_outputs_no_extra_outputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that only one output is defined, no extras.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_no_extra_outputs', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_performance_many_calls():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs performs well when called many times.'
    for _ in range(1000):
        codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_performance_many_calls', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output

def test_describe_outputs_large_scale_content_validation():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that output definition properties remain consistent across many validations.'
    for i in range(500):
        codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_large_scale_content_validation', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        output_def = result[0]

def test_describe_outputs_stress_test_list_structure():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Stress test the list structure returned by describe_outputs.'
    results = []
    for _ in range(100):
        codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_stress_test_list_structure', 'describe_outputs', '2_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)
    first_result = results[0]
    for idx, result in enumerate(results[1:], 1):
        for out1, out2 in zip(first_result, result):
            pass

def test_describe_outputs_repeated_access_properties():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test repeated access to properties of the returned output definition.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_repeated_access_properties', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    output_def = result[0]
    for i in range(1000):
        name = output_def.name
        kind = output_def.kind
        desc = output_def.description

def test_describe_outputs_list_iteration_large_scale():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test iterating over the output list in large-scale scenarios.'
    codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_list_iteration_large_scale', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for iteration in range(1000):
        count = 0
        for output_def in result:
            count += 1

def test_describe_outputs_kind_element_stability():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the DICTIONARY_KIND element in the kind list remains stable.'
    for call_num in range(100):
        codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_kind_element_stability', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        output_def = result[0]
        kind_list = output_def.kind
        first_element = kind_list[0]

def test_describe_outputs_type_checking_at_scale():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Perform type checking on describe_outputs result at scale.'
    for _ in range(500):
        codeflash_return_value = codeflash_wrap(BlockManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_type_checking_at_scale', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        output_def = result[0]