import os

import time

import asyncio

from capmonstercloudclient import ClientOptions, CapMonsterClient

from capmonstercloudclient.requests import ImageToTextRequest

async def solve_captcha_sync(num_requests):

return [await cap_monster_client.solve_captcha(image_request) for _ in range(num_requests)]

async def solve_captcha_async(num_requests):

tasks = [asyncio.create_task(cap_monster_client.solve_captcha(image_request))

for _ in range(num_requests)]

return await asyncio.gather(*tasks, return_exceptions=True)

if __name__ == '__main__':

key = os.getenv('API_KEY')

client_options = ClientOptions(api_key=key)

cap_monster_client = CapMonsterClient(options=client_options)

image_path = './images/sample.jpg'

with open(image_path, 'rb') as f:

image_bytes = f.read()

image_request = ImageToTextRequest(image_bytes=image_bytes, threshold=50,

module_name='amazon', case=True, numeric=1, math=False)

nums = 3

# Sync test

sync_start = time.time()

sync_responses = asyncio.run(solve_captcha_sync(nums))

print(f'average execution time sync {1/((time.time()-sync_start)/nums):0.2f} ' \

f'resp/sec\nsolution: {sync_responses[0]}')

# Async test

async_start = time.time()

async_responses = asyncio.run(solve_captcha_async(nums))

print(f'average execution time async {1/((time.time()-async_start)/nums):0.2f} ' \

f'resp/sec\nsolution: {async_responses[0]}')