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runner.py
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import os, sys
import time, re, json, shutil
import requests, subprocess, random
import argparse
parser = argparse.ArgumentParser()
parser.add_argument("-mr", "--model_req",
help="DeSOTA Request as yaml file path",
type=str)
parser.add_argument("-mru", "--model_res_url",
help="DeSOTA API Result URL. Recognize path instead of url for desota tests", # check how is atribuited the dev_mode variable in main function
type=str)
from requests.adapters import HTTPAdapter, Retry
s = requests.Session()
retries = Retry(total=5,
backoff_factor=0.1,
status_forcelist=[ 500, 502, 503, 504 ])
s.mount('https://', HTTPAdapter(max_retries=retries))
DEBUG = False
CURRENT_PATH = os.path.dirname(os.path.realpath(__file__))
# DeSOTA Funcs [START]
# > Import DeSOTA Scripts
from desota import detools
# > Grab DeSOTA Paths
USER_SYS = detools.get_platform()
APP_PATH = os.path.dirname(os.path.realpath(__file__))
TMP_PATH = os.path.join(CURRENT_PATH, f"tmp")
#IN_PATH = os.path.join(CURRENT_PATH, f"in")
# > USER_PATH
if USER_SYS == "win":
path_split = str(APP_PATH).split("\\")
desota_idx = [ps.lower() for ps in path_split].index("desota")
USER=path_split[desota_idx-1]
USER_PATH = "\\".join(path_split[:desota_idx])
elif USER_SYS == "lin":
path_split = str(APP_PATH).split("/")
desota_idx = [ps.lower() for ps in path_split].index("desota")
USER=path_split[desota_idx-1]
USER_PATH = "/".join(path_split[:desota_idx])
DESOTA_ROOT_PATH = os.path.join(USER_PATH, "Desota")
CONFIG_PATH = os.path.join(DESOTA_ROOT_PATH, "Configs")
SERV_CONF_PATH = os.path.join(CONFIG_PATH, "services.config.yaml")
# DeSOTA Funcs [END]
def main(args):
'''
return codes:
0 = SUCESS
1 = INPUT ERROR
2 = OUTPUT ERROR
3 = API RESPONSE ERROR
9 = REINSTALL MODEL (critical fail)
'''
# Time when grabed
_report_start_time = time.time()
start_time = int(_report_start_time)
#---INPUT---# TODO (PRO ARGS)
_resnum = 5
#---INPUT---#
# DeSOTA Model Request
model_request_dict = detools.get_model_req(args.model_req)
# API Response URL
send_task_url = args.model_res_url
# TARGET File Path
out_filename = f"pose-control{start_time}.mp4"
out_filepath = os.path.join(TMP_PATH, out_filename)
out_urls = detools.get_url_from_str(send_task_url)
if len(out_urls)==0:
dev_mode = True
report_path = send_task_url
else:
dev_mode = False
report_path = out_urls[0]
# Get text from request
_req_text = detools.get_request_text(model_request_dict)
if isinstance(_req_text, list):
_req_text = " OR ".join(_req_text)
if DEBUG:
with open(os.path.join(APP_PATH, "debug.txt"), "w") as fw:
fw.writelines([
f"INPUT: '{_req_text}'\n",
f"IsINPUT?: {True if _req_text else False}\n"
])
# TODO Get VIDEO from request TODO
##TODO##
_req_video = detools.get_request_video(model_request_dict) ##TODO##
if isinstance(_req_video, list):
_req_video = str(_req_video[0])
#REMOVE OLD INPUTS
#try:
# shutil.rmtree(IN_PATH)
#except OSError as e:
# print("Error: %s - %s." % (e.filename, e.strerror))
#os.makedirs(args.IN_PATH, exist_ok=True)
filename = os.path.basename(_req_video)
file_ext = os.path.splitext(filename)[1]
# INPUT File Path
#in_filename = f'video-input.{file_ext}'
#in_filepath = os.path.join(IN_PATH, in_filename)
##TODO##
#with requests.get(_req_video, stream=True) as r:
# with open(in_filepath, 'wb') as f:
# shutil.copyfileobj(r.raw, f)
# Run Model
if _req_text:
_model_run = os.path.join(APP_PATH, "main.py")
if USER_SYS == "win":
_model_runner_py = os.path.join(APP_PATH, "env", "python.exe")
elif USER_SYS == "lin":
_model_runner_py = os.path.join(APP_PATH, "env", "bin", "python3")
targs = {}
if 'prompt' in targs:
if targs['prompt'] == '-=#{([$argument$])}#=-':
targs['prompt'] = _req_text
else:
targs['prompt'] = _req_text
if 'condition' not in targs:
targs['condition'] = "openpose"
else:
if targs['condition'] == "pose":
targs['condition'] = "openpose"
if targs['condition'] == "scribble":
targs['condition'] = "scribble_hedsafe"
if targs['condition'] == "softedge":
targs['condition'] = "softedge_hedsafe"
if targs['condition'] == "face-geometry":
targs['condition'] = "mediapipe_face"
if targs['condition'] == "normals":
targs['condition'] = "normal_bae"
if targs['condition'] == "geometry":
targs['condition'] = "mlsd"
if targs['condition'] == "lineart":
targs['condition'] = "lineart_realistic"
if targs['condition'] == "anime":
targs['condition'] = "lineart_anime"
if targs['condition'] == "canny":
targs['condition'] = "canny"
if targs['condition'] == "shuffle":
targs['condition'] = "shuffle"
if targs['condition'] == "depth":
targs['condition'] = "depth_midas"
if 'width' not in targs:
targs['width'] = "256"
if 'height' not in targs:
targs['height'] = "256"
if 'video_length' not in targs:
targs['video_length'] = "15"
if 'frame_rate' not in targs:
targs['frame_rate'] = "2"
if 'seed' in targs:
targs['seed'] = str(targs.seed) if targs.seed.isdigit() else str(random.randint(1, 1000000))
if 'seed' not in targs:
targs['seed'] = str(random.randint(1, 1000000))
targs['version'] = "v11"
print(targs)
le_cmd = [
_model_runner_py, _model_run,
"--prompt", f'"{targs["prompt"]}"',
"--resnum", str(_resnum),
"--respath", str(out_filename),
"--video_path", str(_req_video),
"--condition", str(targs["condition"]),
"--video_length", str(targs["video_length"]),
"--width", str(targs['width']),
"--height", str(targs['height']),
"--frame_rate", str(targs["frame_rate"]),
"--version", str(targs["version"]), # You may need to adjust this
"--seed", str(targs["seed"]) ,
#"--is_long_video" if targs.is_long_video else "",
#"--extract_only"
]
print(" ".join(le_cmd))
_sproc = subprocess.Popen(
le_cmd
)
while True:
# TODO: implement model timeout
_ret_code = _sproc.poll()
if _ret_code != None:
break
else:
print(f"[ ERROR ] -> Desotacontrolvideo Request Failed: No Input found")
exit(1)
if not os.path.isfile(out_filepath):
print(f"[ ERROR ] -> Desotacontrolvideo Request Failed: No Output found")
exit(2)
if dev_mode:
if not report_path.endswith(".json"):
report_path += ".json"
with open(report_path, "w") as rw:
json.dump(
{
"Model Result Path": out_filepath,
"Processing Time": time.time() - _report_start_time
},
rw,
indent=2
)
detools.user_chown(report_path)
detools.user_chown(out_filepath)
print(f"Path to report:\n\t{report_path}")
print(f"[ INFO ] -> DesotaControlVideo Made it!")
# DeSOTA API Response Preparation
files = []
with open(out_filepath, 'rb') as fr:
files.append(('upload[]', fr))
# DeSOTA API Response Post
send_task = s.post(url = send_task_url, files=files)
print(f"[ INFO ] -> DeSOTA API Upload:{json.dumps(send_task.json(), indent=2)}")
# Delete temporary file
os.remove(out_filepath)
if send_task.status_code != 200:
print(f"[ ERROR ] -> Desotacontrolvideo Post Failed (Info):\nfiles: {files}\nResponse Code: {send_task.status_code}")
exit(3)
print("TASK OK!")
exit(0)
if __name__ == "__main__":
args = parser.parse_args()
if not args.model_req or not args.model_res_url:
raise EnvironmentError()
main(args)