added upscaler

This commit is contained in:
Believethehype 2023-12-04 15:14:03 +01:00
parent dd67b2ddfd
commit 7006da9eec
2 changed files with 164 additions and 2 deletions

View File

@ -37,8 +37,12 @@ class AdvancedSearch(DVMTaskInterface):
super().__init__(name, dvm_config, nip89config, admin_config, options)
def is_input_supported(self, tags):
# no input required
return True
for tag in tags:
if tag.as_vec()[0] == 'i':
input_value = tag.as_vec()[1]
input_type = tag.as_vec()[2]
if input_type != "text":
return False
def create_request_from_nostr_event(self, event, client=None, dvm_config=None):
self.dvm_config = dvm_config

158
tasks/imageupscale.py Normal file
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@ -0,0 +1,158 @@
import json
import os
from multiprocessing.pool import ThreadPool
from pathlib import Path
import dotenv
from backends.nova_server import check_nova_server_status, send_request_to_nova_server
from interfaces.dvmtaskinterface import DVMTaskInterface
from utils.admin_utils import AdminConfig
from utils.backend_utils import keep_alive
from utils.dvmconfig import DVMConfig
from utils.nip89_utils import NIP89Config, check_and_set_d_tag
from utils.definitions import EventDefinitions
from utils.nostr_utils import check_and_set_private_key
"""
This File contains a Module to upscale an image from an url by factor 2-4
Accepted Inputs: link to image (url)
Outputs: An url to an Image
Params: -upscale 2,3,4
"""
class ImageUpscale(DVMTaskInterface):
KIND: int = EventDefinitions.KIND_NIP90_GENERATE_IMAGE
TASK: str = "image-to-image"
FIX_COST: float = 20
def __init__(self, name, dvm_config: DVMConfig, nip89config: NIP89Config,
admin_config: AdminConfig = None, options=None):
super().__init__(name, dvm_config, nip89config, admin_config, options)
def is_input_supported(self, tags):
hasurl = False
for tag in tags:
if tag.as_vec()[0] == 'i':
input_value = tag.as_vec()[1]
input_type = tag.as_vec()[2]
if input_type == "url":
hasurl = True
if not hasurl:
return False
return True
def create_request_from_nostr_event(self, event, client=None, dvm_config=None):
request_form = {"jobID": event.id().to_hex() + "_" + self.NAME.replace(" ", "")}
request_form["trainerFilePath"] = r'modules\image_upscale\image_upscale_realesrgan.trainer'
url = ""
out_scale = 4
for tag in event.tags():
if tag.as_vec()[0] == 'i':
input_type = tag.as_vec()[2]
if input_type == "url":
url = tag.as_vec()[1]
elif tag.as_vec()[0] == 'param':
print("Param: " + tag.as_vec()[1] + ": " + tag.as_vec()[2])
if tag.as_vec()[1] == "upscale":
out_scale = tag.as_vec()[2]
io_input_image = {
"id": "input_image",
"type": "input",
"src": "url:Image",
"uri": url
}
io_output = {
"id": "output_image",
"type": "output",
"src": "request:image"
}
request_form['data'] = json.dumps([io_input_image, io_output])
options = {
"outscale": out_scale,
}
request_form['options'] = json.dumps(options)
return request_form
def process(self, request_form):
try:
# Call the process route of NOVA-Server with our request form.
response = send_request_to_nova_server(request_form, self.options['nova_server'])
if bool(json.loads(response)['success']):
print("Job " + request_form['jobID'] + " sent to NOVA-server")
pool = ThreadPool(processes=1)
thread = pool.apply_async(check_nova_server_status, (request_form['jobID'], self.options['nova_server']))
print("Wait for results of NOVA-Server...")
result = thread.get()
return result
except Exception as e:
raise Exception(e)
# We build an example here that we can call by either calling this file directly from the main directory,
# or by adding it to our playground. You can call the example and adjust it to your needs or redefine it in the
# playground or elsewhere
def build_example(name, identifier, admin_config, server_address):
dvm_config = DVMConfig()
dvm_config.PRIVATE_KEY = check_and_set_private_key(identifier)
dvm_config.LNBITS_INVOICE_KEY = os.getenv("LNBITS_INVOICE_KEY")
dvm_config.LNBITS_URL = os.getenv("LNBITS_HOST")
nip90params = {
"upscale": {
"required": False,
"values": ["2", "3", "4"]
}
}
nip89info = {
"name": name,
"image": "https://image.nostr.build/229c14e440895da30de77b3ca145d66d4b04efb4027ba3c44ca147eecde891f1.jpg",
"about": "I upscale an image using realESRGan up to factor 4 (default is factor 4)",
"encryptionSupported": True,
"cashuAccepted": True,
"nip90Params": nip90params
}
# A module might have options it can be initialized with, here we set a default model, lora and the nova-server
options = {'nova_server': server_address}
nip89config = NIP89Config()
nip89config.DTAG = check_and_set_d_tag(identifier, name, dvm_config.PRIVATE_KEY,
nip89info["image"])
nip89config.CONTENT = json.dumps(nip89info)
# We add an optional AdminConfig for this one, and tell the dvm to rebroadcast its NIP89
return ImageUpscale(name=name, dvm_config=dvm_config, nip89config=nip89config,
admin_config=admin_config, options=options)
if __name__ == '__main__':
env_path = Path('.env')
if env_path.is_file():
print(f'loading environment from {env_path.resolve()}')
dotenv.load_dotenv(env_path, verbose=True, override=True)
else:
raise FileNotFoundError(f'.env file not found at {env_path} ')
admin_config = AdminConfig()
admin_config.REBROADCAST_NIP89 = False
admin_config.UPDATE_PROFILE = False
admin_config.LUD16 = ""
dvm = build_example("Image Upscaler", "imageupscale", admin_config, os.getenv("NOVA_SERVER"))
dvm.run()
keep_alive()