from __future__ import annotations

import gc
import inspect
import os
import time
from pathlib import Path
from typing import Any, Dict

import dill as pickle
import pytest
from inference.core.workflows.core_steps.models.foundation.anthropic_claude.v3 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}######!')
    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_get_air_gapped_availability_returns_expected_mapping():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    _call__bound__arguments = inspect.signature(BlockManifest.get_air_gapped_availability).bind()
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(BlockManifest.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_get_air_gapped_availability_returns_expected_mapping', 'get_air_gapped_availability', '0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    result = codeflash_output

def test_get_air_gapped_availability_via_instance_and_class_are_equivalent():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    inst = BlockManifest(type='roboflow_core/anthropic_claude@v3', name='test-step')
    _call__bound__arguments = inspect.signature(inst.get_air_gapped_availability).bind()
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(inst.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_get_air_gapped_availability_via_instance_and_class_are_equivalent', 'get_air_gapped_availability', '1', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    from_instance = codeflash_output
    _call__bound__arguments = inspect.signature(BlockManifest.get_air_gapped_availability).bind()
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(BlockManifest.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_get_air_gapped_availability_via_instance_and_class_are_equivalent', 'get_air_gapped_availability', '3', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    from_class = codeflash_output
    _call__bound__arguments = inspect.signature(type(inst).get_air_gapped_availability).bind()
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(type(inst).get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_get_air_gapped_availability_via_instance_and_class_are_equivalent', 'get_air_gapped_availability', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    from_type_of_instance = codeflash_output

def test_return_value_is_independent_mutating_one_does_not_affect_future_calls():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    inst = BlockManifest(type='roboflow_core/anthropic_claude@v3', name='mutate-check')
    _call__bound__arguments = inspect.signature(inst.get_air_gapped_availability).bind()
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(inst.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_return_value_is_independent_mutating_one_does_not_affect_future_calls', 'get_air_gapped_availability', '1', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    first = codeflash_output
    first['available'] = True
    first['extra_key'] = 'oops'
    _call__bound__arguments = inspect.signature(inst.get_air_gapped_availability).bind()
    _call__bound__arguments.apply_defaults()
    codeflash_return_value = codeflash_wrap(inst.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_return_value_is_independent_mutating_one_does_not_affect_future_calls', 'get_air_gapped_availability', '5', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
    codeflash_output = codeflash_return_value
    second = codeflash_output

def test_method_returns_expected_types_even_when_called_many_times():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    for _ in range(10):
        _call__bound__arguments = inspect.signature(BlockManifest.get_air_gapped_availability).bind()
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(BlockManifest.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_method_returns_expected_types_even_when_called_many_times', 'get_air_gapped_availability', '0_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        res = codeflash_output

def test_consistency_across_many_instances_creates_expected_results():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    instances = [BlockManifest(type='roboflow_core/anthropic_claude@v3', name=f'name-{i}') for i in range(200)]
    for idx, inst in enumerate(instances):
        _call__bound__arguments = inspect.signature(inst.get_air_gapped_availability).bind()
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(inst.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_consistency_across_many_instances_creates_expected_results', 'get_air_gapped_availability', '1_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        res = codeflash_output

def test_repeated_class_calls_many_iterations_are_idempotent_and_fast():
    codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
    seen_ids = set()
    for _ in range(1000):
        _call__bound__arguments = inspect.signature(BlockManifest.get_air_gapped_availability).bind()
        _call__bound__arguments.apply_defaults()
        codeflash_return_value = codeflash_wrap(BlockManifest.get_air_gapped_availability, 'tests.inference.unit_tests.test_get_air_gapped_availability__unit_test_0', None, 'test_repeated_class_calls_many_iterations_are_idempotent_and_fast', 'get_air_gapped_availability', '1_0', codeflash_loop_index, *_call__bound__arguments.args, **_call__bound__arguments.kwargs)
        codeflash_output = codeflash_return_value
        res = codeflash_output
        seen_ids.add(id(res))