from __future__ import annotations

import gc
import os
import time
from collections import deque

import pytest
from inference.core.workflows.core_steps.trackers._base import InstanceCache


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

class TestInstanceCacheRecordInstance:
    """Test suite for InstanceCache.record_instance method."""

    def test_first_appearance_returns_false(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'First time a tracker_id is recorded should return False (not in cache).'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_first_appearance_returns_false', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        result = codeflash_output

    def test_second_appearance_returns_true(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Second time a tracker_id is recorded should return True (already seen).'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_second_appearance_returns_true', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_second_appearance_returns_true', 'record_instance', '3', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        result = codeflash_output

    def test_different_ids_tracked_independently(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Different tracker IDs should be tracked independently.'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_different_ids_tracked_independently', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        result1 = codeflash_output
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_different_ids_tracked_independently', 'record_instance', '4', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        result2 = codeflash_output
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_different_ids_tracked_independently', 'record_instance', '6', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_different_ids_tracked_independently', 'record_instance', '7', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value

    def test_tracker_id_persists_in_cache(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Once recorded, a tracker_id should remain in cache across multiple calls.'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_tracker_id_persists_in_cache', 'record_instance', '2', codeflash_loop_index, tracker_id=5)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_tracker_id_persists_in_cache', 'record_instance', '3', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_tracker_id_persists_in_cache', 'record_instance', '4', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_tracker_id_persists_in_cache', 'record_instance', '5', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value

    def test_multiple_sequential_recordings(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test recording multiple distinct tracker IDs sequentially.'
        cache = InstanceCache(size=5)
        for i in range(1, 6):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_multiple_sequential_recordings', 'record_instance', '2_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
            result = codeflash_output
        for i in range(1, 6):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_multiple_sequential_recordings', 'record_instance', '3_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
            result = codeflash_output

    def test_alternating_new_and_existing_ids(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test alternating between new and existing tracker IDs.'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_alternating_new_and_existing_ids', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_alternating_new_and_existing_ids', 'record_instance', '3', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_alternating_new_and_existing_ids', 'record_instance', '4', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_alternating_new_and_existing_ids', 'record_instance', '5', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value

    def test_cache_with_minimum_size(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Cache with size=1 should store only one tracker_id at a time.'
        cache = InstanceCache(size=1)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_minimum_size', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_minimum_size', 'record_instance', '3', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_minimum_size', 'record_instance', '4', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        result = codeflash_output
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_minimum_size', 'record_instance', '6', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        result = codeflash_output

    def test_cache_with_size_zero_becomes_one(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Cache initialized with size=0 should become size=1 (max(1, size)).'
        cache = InstanceCache(size=0)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_size_zero_becomes_one', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_size_zero_becomes_one', 'record_instance', '3', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value

    def test_cache_with_negative_size_becomes_one(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Cache initialized with negative size should become size=1.'
        cache = InstanceCache(size=-5)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_negative_size_becomes_one', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_with_negative_size_becomes_one', 'record_instance', '3', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value

    def test_large_tracker_id_values(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Cache should handle very large tracker ID values.'
        cache = InstanceCache(size=10)
        large_id = 2 ** 31 - 1
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_tracker_id_values', 'record_instance', '3', codeflash_loop_index, tracker_id=large_id)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_tracker_id_values', 'record_instance', '4', codeflash_loop_index, tracker_id=large_id)
        codeflash_output = codeflash_return_value

    def test_negative_tracker_id_values(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Cache should handle negative tracker ID values.'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_negative_tracker_id_values', 'record_instance', '2', codeflash_loop_index, tracker_id=-1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_negative_tracker_id_values', 'record_instance', '3', codeflash_loop_index, tracker_id=-1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_negative_tracker_id_values', 'record_instance', '4', codeflash_loop_index, tracker_id=-100)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_negative_tracker_id_values', 'record_instance', '5', codeflash_loop_index, tracker_id=-100)
        codeflash_output = codeflash_return_value

    def test_zero_tracker_id(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Cache should handle tracker_id=0.'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_zero_tracker_id', 'record_instance', '2', codeflash_loop_index, tracker_id=0)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_zero_tracker_id', 'record_instance', '3', codeflash_loop_index, tracker_id=0)
        codeflash_output = codeflash_return_value

    def test_fifo_eviction_order(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Verify FIFO eviction: oldest tracker_id should be evicted first.'
        cache = InstanceCache(size=3)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '3', codeflash_loop_index, tracker_id=2)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '4', codeflash_loop_index, tracker_id=3)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '5', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '6', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '7', codeflash_loop_index, tracker_id=3)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '8', codeflash_loop_index, tracker_id=4)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '9', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '10', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '11', codeflash_loop_index, tracker_id=3)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_fifo_eviction_order', 'record_instance', '12', codeflash_loop_index, tracker_id=4)
        codeflash_output = codeflash_return_value

    def test_repeated_eviction_and_reinsertion(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test repeated cycles of eviction and reinsertion.'
        cache = InstanceCache(size=2)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '2', codeflash_loop_index, tracker_id=1)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '3', codeflash_loop_index, tracker_id=2)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '4', codeflash_loop_index, tracker_id=3)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '5', codeflash_loop_index, tracker_id=1)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '6', codeflash_loop_index, tracker_id=4)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '7', codeflash_loop_index, tracker_id=2)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '8', codeflash_loop_index, tracker_id=3)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_eviction_and_reinsertion', 'record_instance', '9', codeflash_loop_index, tracker_id=4)
        codeflash_output = codeflash_return_value

    def test_cache_fill_to_capacity_then_exceed(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test filling cache to capacity then adding extra elements.'
        cache = InstanceCache(size=5)
        for i in range(1, 6):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_fill_to_capacity_then_exceed', 'record_instance', '2_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
        for i in range(6, 11):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_fill_to_capacity_then_exceed', 'record_instance', '3_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
        for i in range(1, 6):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_fill_to_capacity_then_exceed', 'record_instance', '4_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
        for i in range(6, 11):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_cache_fill_to_capacity_then_exceed', 'record_instance', '5_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value

    def test_duplicate_consecutive_ids(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Recording the same ID multiple times consecutively.'
        cache = InstanceCache(size=10)
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_duplicate_consecutive_ids', 'record_instance', '2', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_duplicate_consecutive_ids', 'record_instance', '3', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_duplicate_consecutive_ids', 'record_instance', '4', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_duplicate_consecutive_ids', 'record_instance', '5', codeflash_loop_index, tracker_id=5)
        codeflash_output = codeflash_return_value

    def test_large_cache_size_with_many_distinct_ids(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test cache with large size handling many distinct tracker IDs.'
        cache = InstanceCache(size=500)
        for i in range(500):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_cache_size_with_many_distinct_ids', 'record_instance', '2_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
            result = codeflash_output
        for i in range(500):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_cache_size_with_many_distinct_ids', 'record_instance', '3_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
            result = codeflash_output

    def test_large_cache_sequential_additions_then_verification(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Add many IDs then verify their presence in cache.'
        cache = InstanceCache(size=1000)
        num_ids = 1000
        for i in range(num_ids):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_cache_sequential_additions_then_verification', 'record_instance', '3_0', codeflash_loop_index, tracker_id=i)
        for i in range(num_ids):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_cache_sequential_additions_then_verification', 'record_instance', '4_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value

    def test_large_scale_fifo_eviction(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test FIFO eviction with large number of IDs exceeding cache size.'
        cache_size = 100
        cache = InstanceCache(size=cache_size)
        for i in range(200):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_scale_fifo_eviction', 'record_instance', '3_0', codeflash_loop_index, tracker_id=i)
        for i in range(100):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_scale_fifo_eviction', 'record_instance', '4_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
            result = codeflash_output
        for i in range(100, 200):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_scale_fifo_eviction', 'record_instance', '5_0', codeflash_loop_index, tracker_id=i)
            codeflash_output = codeflash_return_value
            result = codeflash_output

    def test_alternating_ids_with_large_range(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test alternating between two ID ranges with large iterations.'
        cache = InstanceCache(size=100)
        for _ in range(1000):
            pass

    def test_interleaved_new_and_cached_large_scale(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test large-scale interleaving of new and cached tracker IDs.'
        cache = InstanceCache(size=50)
        for i in range(50):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_interleaved_new_and_cached_large_scale', 'record_instance', '2_0', codeflash_loop_index, tracker_id=i)
        for i in range(50, 1000):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_interleaved_new_and_cached_large_scale', 'record_instance', '3_0', codeflash_loop_index, tracker_id=i)
            if i >= 50:
                existing_id = i - 1
                codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_interleaved_new_and_cached_large_scale', 'record_instance', '3_1_1', codeflash_loop_index, tracker_id=existing_id)
                codeflash_output = codeflash_return_value

    def test_repeated_single_id_1000_times(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Record the same tracker_id 1000 times.'
        cache = InstanceCache(size=10)
        test_id = 42
        codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_single_id_1000_times', 'record_instance', '3', codeflash_loop_index, tracker_id=test_id)
        codeflash_output = codeflash_return_value
        for _ in range(999):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_repeated_single_id_1000_times', 'record_instance', '4_0', codeflash_loop_index, tracker_id=test_id)
            codeflash_output = codeflash_return_value

    def test_random_id_pattern_large_scale(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test large-scale recording with repeating but pseudo-random pattern.'
        cache = InstanceCache(size=100)
        for i in range(1000):
            test_id = i % 10
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_random_id_pattern_large_scale', 'record_instance', '2_1', codeflash_loop_index, tracker_id=test_id)
            codeflash_output = codeflash_return_value
            result = codeflash_output
            if i < 10:
                pass
            else:
                pass

    def test_stress_test_continuous_eviction(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Stress test with continuous eviction cycles.'
        cache = InstanceCache(size=10)
        for i in range(1000):
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_stress_test_continuous_eviction', 'record_instance', '2_0', codeflash_loop_index, tracker_id=i)
            if i >= 10:
                old_id = i - 10
                codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_stress_test_continuous_eviction', 'record_instance', '2_1_1', codeflash_loop_index, tracker_id=old_id)
                codeflash_output = codeflash_return_value

    def test_large_cache_with_sparse_id_usage(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test large cache with sparse (non-contiguous) tracker ID values.'
        cache = InstanceCache(size=100)
        sparse_ids = [i * 1000000 for i in range(100)]
        for sparse_id in sparse_ids:
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_cache_with_sparse_id_usage', 'record_instance', '3_0', codeflash_loop_index, tracker_id=sparse_id)
            codeflash_output = codeflash_return_value
        for sparse_id in sparse_ids:
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_large_cache_with_sparse_id_usage', 'record_instance', '4_0', codeflash_loop_index, tracker_id=sparse_id)
            codeflash_output = codeflash_return_value

    def test_mixed_positive_negative_large_scale(self):
        codeflash_loop_index = int(os.environ['CODEFLASH_LOOP_INDEX'])
        'Test large-scale mix of positive and negative tracker IDs.'
        cache = InstanceCache(size=100)
        test_ids = list(range(1, 51)) + list(range(-50, 0))
        for test_id in test_ids:
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_mixed_positive_negative_large_scale', 'record_instance', '3_0', codeflash_loop_index, tracker_id=test_id)
            codeflash_output = codeflash_return_value
        for test_id in test_ids:
            codeflash_return_value = codeflash_wrap(cache.record_instance, 'tests.inference.unit_tests.test_record_instance__unit_test_1', 'TestInstanceCacheRecordInstance', 'test_mixed_positive_negative_large_scale', 'record_instance', '4_0', codeflash_loop_index, tracker_id=test_id)
            codeflash_output = codeflash_return_value