from __future__ import annotations

import gc
import os
import time

import pytest
from inference.core.workflows.core_steps.models.foundation.clip.v1 import \
    CLIP_CACHE_MODEL_IDS
from inference.core.workflows.core_steps.models.foundation.clip_comparison.v2 import \
    BlockManifest


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_get_required_cache_artifacts_returns_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that get_required_cache_artifacts returns a list.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_returns_list', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_required_cache_artifacts_returns_non_empty_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that get_required_cache_artifacts returns a non-empty list.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_returns_non_empty_list', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_required_cache_artifacts_contains_strings():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all elements in the result are strings (model IDs).'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_contains_strings', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for item in result:
        pass

def test_get_required_cache_artifacts_matches_clip_cache_model_ids():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result matches CLIP_CACHE_MODEL_IDS exactly.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_matches_clip_cache_model_ids', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    expected = list(CLIP_CACHE_MODEL_IDS)

def test_get_required_cache_artifacts_returns_list_copy():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result is a new list, not the original CLIP_CACHE_MODEL_IDS.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_returns_list_copy', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_returns_list_copy', 'get_required_cache_artifacts', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_get_required_cache_artifacts_is_class_method():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that get_required_cache_artifacts is a classmethod and callable on the class.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_is_class_method', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_required_cache_artifacts_contains_expected_model_variants():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that result contains common CLIP model variants.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_contains_expected_model_variants', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    expected_variants = ['ViT-B-16', 'ViT-B-32', 'ViT-L-14', 'RN50']
    result_set = set(result)
    common_variants = [v for v in expected_variants if v in result_set]

def test_get_required_cache_artifacts_result_is_iterable():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result can be iterated over.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_result_is_iterable', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    try:
        items = [item for item in result]
    except TypeError:
        pytest.fail('Result should be iterable')

def test_get_required_cache_artifacts_consistent_across_calls():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that multiple calls return the same content.'
    results = [BlockManifest.get_required_cache_artifacts() for _ in range(5)]
    for i in range(1, len(results)):
        pass

def test_get_required_cache_artifacts_no_parameters():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that get_required_cache_artifacts accepts no parameters.'
    try:
        codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_no_parameters', 'get_required_cache_artifacts', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
    except TypeError as e:
        pytest.fail(f'Should not require any parameters: {e}')

def test_get_required_cache_artifacts_with_instance():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the method can also be called on an instance.'
    instance = BlockManifest(type='roboflow_core/clip_comparison@v2', name='test_clip', images={'type': 'Selector', 'kind': ['image']}, classes=['test'])
    codeflash_return_value = codeflash_wrap(instance.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_with_instance', 'get_required_cache_artifacts', '2', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_required_cache_artifacts_no_side_effects():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that calling the method doesn't modify any state."
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_no_side_effects', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_no_side_effects', 'get_required_cache_artifacts', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_get_required_cache_artifacts_all_elements_non_empty_strings():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all model IDs are non-empty strings.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_all_elements_non_empty_strings', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for model_id in result:
        pass

def test_get_required_cache_artifacts_no_duplicates_after_list_conversion():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test behavior when converting from set-like structure to list.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_no_duplicates_after_list_conversion', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_required_cache_artifacts_result_length_reasonable():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result has a reasonable length (not too large or small).'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_result_length_reasonable', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_required_cache_artifacts_model_ids_format():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that model IDs follow expected naming patterns.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_model_ids_format', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    import re
    pattern = re.compile('^[a-zA-Z0-9_\\-]+$')
    for model_id in result:
        pass

def test_get_required_cache_artifacts_performance_repeated_calls():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test performance with many repeated calls.'
    results = []
    for _ in range(100):
        codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_performance_repeated_calls', 'get_required_cache_artifacts', '2_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)
    first_result = results[0]
    for i, result in enumerate(results[1:], 1):
        pass

def test_get_required_cache_artifacts_list_operations():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result behaves like a normal list for common operations.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_list_operations', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    length = len(result)
    first_item = result[0]
    sliced = result[0:2]
    if length > 0:
        pass
    count = 0
    for _ in result:
        count += 1

def test_get_required_cache_artifacts_result_can_be_sorted():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result list can be sorted.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_result_can_be_sorted', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    try:
        sorted_result = sorted(result)
    except TypeError:
        pytest.fail('Result elements should be sortable')

def test_get_required_cache_artifacts_result_can_be_filtered():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the result can be filtered and manipulated.'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_result_can_be_filtered', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    vit_models = [m for m in result if isinstance(m, str) and 'ViT' in m]
    rn_models = [m for m in result if isinstance(m, str) and 'RN' in m]

def test_get_required_cache_artifacts_bulk_comparison():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test comparison of multiple bulk calls.'
    bulk_results = [BlockManifest.get_required_cache_artifacts() for _ in range(50)]
    base_result = bulk_results[0]
    for result in bulk_results[1:]:
        pass

def test_get_required_cache_artifacts_serialization_compatible():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that result is JSON-serializable (common requirement).'
    codeflash_return_value = codeflash_wrap(BlockManifest.get_required_cache_artifacts, 'tests.inference.unit_tests.test_get_required_cache_artifacts__unit_test_1', None, 'test_get_required_cache_artifacts_serialization_compatible', 'get_required_cache_artifacts', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    try:
        import json
        json_str = json.dumps(result)
        deserialized = json.loads(json_str)
    except (TypeError, ValueError):
        pytest.fail('Result should be JSON-serializable')