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cli_request_alchemy.py
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import requests, json, os, time, argparse, base64
import yaml
import sys
from cli_logger import logger, set_logger_verbosity, quiesce_logger, test_logger
from PIL import Image
from io import BytesIO
from requests.exceptions import ConnectionError
arg_parser = argparse.ArgumentParser()
arg_parser.add_argument('--api_key', type=str, action='store', required=False, help="The API Key to use to authenticate on the Horde. Get one in https://aihorde.net/register")
arg_parser.add_argument('-f', '--filename', type=str, action='store', required=False, help="The filename pattern to use. The type of alchemy will be appended to this.")
arg_parser.add_argument('-v', '--verbosity', action='count', default=0, help="The default logging level is ERROR or higher. This value increases the amount of logging seen in your screen")
arg_parser.add_argument('-q', '--quiet', action='count', default=0, help="The default logging level is ERROR or higher. This value decreases the amount of logging seen in your screen")
arg_parser.add_argument('--horde', action="store", required=False, type=str, default="https://aihorde.net", help="Use a different horde")
arg_parser.add_argument('--trusted_workers', action="store_true", default=False, required=False, help="If true, the request will be sent only to trusted workers.")
arg_parser.add_argument('--source_image', action="store", required=False, type=str, help="A file path to an image file must be provided if one is not set in cliRequestsData.")
args = arg_parser.parse_args()
class RequestData(object):
def __init__(self):
self.client_agent = "cli_request_alchemy.py:1.0.0:(discord)db0#1625"
self.api_key = "0000000000"
self.filename = "horde_alchemy"
self.submit_dict = {
"trusted_workers": False,
"forms": [
{"name": "caption"},
]
}
self.source_image = None
def get_submit_dict(self):
submit_dict = self.submit_dict.copy()
if self.source_image:
final_src_img = Image.open(self.source_image)
buffer = BytesIO()
# We send as WebP to avoid using all the horde bandwidth
final_src_img.save(buffer, format="Webp", quality=95, exact=True)
submit_dict["source_image"] = base64.b64encode(buffer.getvalue()).decode("utf8")
else:
logger.error("Alchemy requires a source image.")
sys.exit(1)
return(submit_dict)
def load_request_data():
request_data = RequestData()
if os.path.exists("cliRequestsData_Alchemy.yml"):
with open("cliRequestsData_Alchemy.yml", "rt", encoding="utf-8", errors="ignore") as configfile:
config = yaml.safe_load(configfile)
for key, value in config.items():
setattr(request_data, key, value)
if args.api_key: request_data.api_key = args.api_key
if args.filename: request_data.filename = args.filename
if args.trusted_workers: request_data.submit_dict["trusted_workers"] = args.trusted_workers
if args.source_image: request_data.source_image = args.source_image
return(request_data)
@logger.catch(reraise=True)
def generate():
request_data = load_request_data()
# final_submit_dict["source_image"] = 'Test'
headers = {
"apikey": request_data.api_key,
"Client-Agent": request_data.client_agent,
}
# logger.debug(request_data.get_submit_dict())
submit_req = requests.post(f'{args.horde}/api/v2/interrogate/async', json = request_data.get_submit_dict(), headers = headers)
if submit_req.ok:
submit_results = submit_req.json()
logger.debug(submit_results)
req_id = submit_results['id']
is_done = False
retry = 0
cancelled = False
try:
while not is_done:
try:
chk_req = requests.get(f'{args.horde}/api/v2/interrogate/status/{req_id}')
if not chk_req.ok:
logger.error(chk_req.text)
return
chk_results = chk_req.json()
logger.debug(
[
{
'form': f['form'],
'state': f['state'],
} for f in chk_results['forms']
]
)
is_done = chk_results['state'] in ["done", "faulted"]
time.sleep(0.8)
except ConnectionError as e:
retry += 1
logger.error(f"Error {e} when retrieving status. Retry {retry}/10")
if retry < 10:
time.sleep(1)
continue
raise
except KeyboardInterrupt:
logger.info(f"Cancelling {req_id}...")
cancelled = True
retrieve_req = requests.delete(f'{args.horde}/api/v2/interrogate/status/{req_id}')
if not cancelled:
retrieve_req = requests.get(f'{args.horde}/api/v2/interrogate/status/{req_id}')
if not retrieve_req.ok:
logger.error(retrieve_req.text)
return
results_json = retrieve_req.json()
# logger.debug(results_json)
if results_json['state'] == "faulted":
final_submit_dict = request_data.get_submit_dict()
final_submit_dict["source_image"] = f"Alchemy request with size: {len(final_submit_dict['source_image'])}"
logger.error(f"Something went wrong when generating the request. Please contact the horde administrator with your request details: {final_submit_dict}")
return
results = results_json['forms']
for iter in range(len(results)):
form = results[iter]['form']
if results[iter]['state'] == "faulted":
logger.warning(f"{results[iter]['form']} has faulted")
elif results[iter]['state'] == "cancelled":
logger.warning(f"{results[iter]['form']} was cancelled")
elif form == "interrogation":
final_filename = f"{request_data.filename}_{form}.txt"
interrogate = json.dumps(results[iter]['result'][form], indent=4)
with open(final_filename, 'w') as handler:
handler.write(interrogate)
logger.generation(f"{form} result saved in: {final_filename}")
elif type(results[iter]['result'][form]) is str and results[iter]['result'][form].startswith("http"):
final_filename = f"{request_data.filename}_{form}.webp"
logger.debug(f"Downloading '{form}' from {results[iter]['result'][form]}")
try:
img_data = requests.get(results[iter]['result'][form]).content
except Exception as err:
logger.error(f"Error: {err}")
with open(final_filename, 'wb') as handler:
handler.write(img_data)
logger.generation(f"{form} result saved in: {final_filename}")
else:
logger.generation(f"{form} result: {results[iter]['result'][form]}")
else:
logger.error(submit_req.text)
set_logger_verbosity(args.verbosity)
quiesce_logger(args.quiet)
generate()