from __future__ import annotations

import gc
import os
import time

import pytest
from inference.core.workflows.core_steps.trackers.sort.v1 import SORTManifest
from inference.core.workflows.execution_engine.entities.base import \
    OutputDefinition
from inference.core.workflows.execution_engine.entities.types import \
    OBJECT_DETECTION_PREDICTION_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(SORTManifest.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_three_outputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns exactly three OutputDefinition objects.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_three_outputs', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_all_items_are_output_definitions():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all items in the returned list are OutputDefinition instances.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_all_items_are_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_first_output_name_is_tracked_detections():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the first output definition has the correct name.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_first_output_name_is_tracked_detections', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

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

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

def test_describe_outputs_all_kinds_are_object_detection():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all output definitions have OBJECT_DETECTION_PREDICTION_KIND.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_all_kinds_are_object_detection', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for output in result:
        pass

def test_describe_outputs_first_kind_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that the first output's kind is a list containing OBJECT_DETECTION_PREDICTION_KIND."
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_first_kind_list', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_second_kind_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that the second output's kind is a list containing OBJECT_DETECTION_PREDICTION_KIND."
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_second_kind_list', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_third_kind_list():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that the third output's kind is a list containing OBJECT_DETECTION_PREDICTION_KIND."
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_third_kind_list', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_describe_outputs_is_class_method():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs can be called on the class itself.'
    codeflash_return_value = codeflash_wrap(SORTManifest.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_consistent_output_order():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns outputs in consistent order.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_consistent_output_order', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_consistent_output_order', 'describe_outputs', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_describe_outputs_returns_new_list_each_call():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that describe_outputs returns a new list object each time it's called."
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_new_list_each_call', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_returns_new_list_each_call', 'describe_outputs', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_describe_outputs_items_are_not_shared_references():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that the OutputDefinition objects are not shared between calls.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_items_are_not_shared_references', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result1 = codeflash_output
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_items_are_not_shared_references', 'describe_outputs', '3', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result2 = codeflash_output

def test_describe_outputs_output_definitions_are_immutable():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that OutputDefinition objects have expected properties.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_output_definitions_are_immutable', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for output in result:
        pass

def test_describe_outputs_no_extra_outputs():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that there are no unexpected extra outputs beyond the three expected.'
    codeflash_return_value = codeflash_wrap(SORTManifest.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_names_are_strings():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all output names are strings.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_names_are_strings', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for output in result:
        pass

def test_describe_outputs_names_are_not_empty():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all output names are non-empty strings.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_names_are_not_empty', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for output in result:
        pass

def test_describe_outputs_kind_is_list_not_string():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that kind is always a list, never a single string.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_kind_is_list_not_string', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for output in result:
        pass

def test_describe_outputs_names_are_unique():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all output names are unique (no duplicates).'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_names_are_unique', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    names = [output.name for output in result]

def test_describe_outputs_exact_name_values():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test exact expected name values to catch typos or changes.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_exact_name_values', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    expected_names = ['tracked_detections', 'new_instances', 'already_seen_instances']
    actual_names = [output.name for output in result]

def test_describe_outputs_kind_contains_exactly_one_type():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    "Test that each output's kind list contains exactly one prediction type."
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_kind_contains_exactly_one_type', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    result = codeflash_output
    for output in result:
        pass

def test_describe_outputs_does_not_modify_class_state():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that calling describe_outputs does not modify SORTManifest class state.'
    initial_attrs = set(dir(SORTManifest))
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_does_not_modify_class_state', 'describe_outputs', '2', codeflash_loop_index)
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_does_not_modify_class_state', 'describe_outputs', '3', codeflash_loop_index)
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_does_not_modify_class_state', 'describe_outputs', '4', codeflash_loop_index)
    final_attrs = set(dir(SORTManifest))

def test_describe_outputs_called_many_times():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs can be called 1000 times without issues.'
    results = []
    for i in range(1000):
        codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_called_many_times', 'describe_outputs', '2_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        results.append(result)
    for result in results:
        pass

def test_describe_outputs_consistent_across_many_calls():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that describe_outputs returns consistent results across 1000 calls.'
    codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_consistent_across_many_calls', 'describe_outputs', '1', codeflash_loop_index)
    codeflash_output = codeflash_return_value
    first_result = codeflash_output
    first_names = [o.name for o in first_result]
    for _ in range(999):
        codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_consistent_across_many_calls', 'describe_outputs', '4_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        current_names = [o.name for o in result]

def test_describe_outputs_all_kind_types_match_in_large_batch():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that all 1000 calls return outputs with matching kind types.'
    for _ in range(1000):
        codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_all_kind_types_match_in_large_batch', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        for output in result:
            pass

def test_describe_outputs_large_batch_name_integrity():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test name integrity across 1000 consecutive calls.'
    expected_names = ['tracked_detections', 'new_instances', 'already_seen_instances']
    for call_num in range(1000):
        codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_large_batch_name_integrity', 'describe_outputs', '2_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        actual_names = [o.name for o in result]

def test_describe_outputs_return_type_stability():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that return type remains consistent across 1000 calls.'
    for _ in range(1000):
        codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_return_type_stability', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        for item in result:
            pass

def test_describe_outputs_list_structure_across_large_batch():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    'Test that list structure is maintained across 1000 calls.'
    for _ in range(1000):
        codeflash_return_value = codeflash_wrap(SORTManifest.describe_outputs, 'tests.inference.unit_tests.test_describe_outputs__unit_test_1', None, 'test_describe_outputs_list_structure_across_large_batch', 'describe_outputs', '1_0', codeflash_loop_index)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        for output in result:
            pass