40ff6db532
rework of hypernets: rather than via settings, hypernets are added directly to prompt as <hypernet:name:weight>
147 lines
4.5 KiB
Python
147 lines
4.5 KiB
Python
import re
|
|
from collections import defaultdict
|
|
|
|
from modules import errors
|
|
|
|
extra_network_registry = {}
|
|
|
|
|
|
def initialize():
|
|
extra_network_registry.clear()
|
|
|
|
|
|
def register_extra_network(extra_network):
|
|
extra_network_registry[extra_network.name] = extra_network
|
|
|
|
|
|
class ExtraNetworkParams:
|
|
def __init__(self, items=None):
|
|
self.items = items or []
|
|
|
|
|
|
class ExtraNetwork:
|
|
def __init__(self, name):
|
|
self.name = name
|
|
|
|
def activate(self, p, params_list):
|
|
"""
|
|
Called by processing on every run. Whatever the extra network is meant to do should be activated here.
|
|
Passes arguments related to this extra network in params_list.
|
|
User passes arguments by specifying this in his prompt:
|
|
|
|
<name:arg1:arg2:arg3>
|
|
|
|
Where name matches the name of this ExtraNetwork object, and arg1:arg2:arg3 are any natural number of text arguments
|
|
separated by colon.
|
|
|
|
Even if the user does not mention this ExtraNetwork in his prompt, the call will stil be made, with empty params_list -
|
|
in this case, all effects of this extra networks should be disabled.
|
|
|
|
Can be called multiple times before deactivate() - each new call should override the previous call completely.
|
|
|
|
For example, if this ExtraNetwork's name is 'hypernet' and user's prompt is:
|
|
|
|
> "1girl, <hypernet:agm:1.1> <extrasupernet:master:12:13:14> <hypernet:ray>"
|
|
|
|
params_list will be:
|
|
|
|
[
|
|
ExtraNetworkParams(items=["agm", "1.1"]),
|
|
ExtraNetworkParams(items=["ray"])
|
|
]
|
|
|
|
"""
|
|
raise NotImplementedError
|
|
|
|
def deactivate(self, p):
|
|
"""
|
|
Called at the end of processing for housekeeping. No need to do anything here.
|
|
"""
|
|
|
|
raise NotImplementedError
|
|
|
|
|
|
def activate(p, extra_network_data):
|
|
"""call activate for extra networks in extra_network_data in specified order, then call
|
|
activate for all remaining registered networks with an empty argument list"""
|
|
|
|
for extra_network_name, extra_network_args in extra_network_data.items():
|
|
extra_network = extra_network_registry.get(extra_network_name, None)
|
|
if extra_network is None:
|
|
print(f"Skipping unknown extra network: {extra_network_name}")
|
|
continue
|
|
|
|
try:
|
|
extra_network.activate(p, extra_network_args)
|
|
except Exception as e:
|
|
errors.display(e, f"activating extra network {extra_network_name} with arguments {extra_network_args}")
|
|
|
|
for extra_network_name, extra_network in extra_network_registry.items():
|
|
args = extra_network_data.get(extra_network_name, None)
|
|
if args is not None:
|
|
continue
|
|
|
|
try:
|
|
extra_network.activate(p, [])
|
|
except Exception as e:
|
|
errors.display(e, f"activating extra network {extra_network_name}")
|
|
|
|
|
|
def deactivate(p, extra_network_data):
|
|
"""call deactivate for extra networks in extra_network_data in specified order, then call
|
|
deactivate for all remaining registered networks"""
|
|
|
|
for extra_network_name, extra_network_args in extra_network_data.items():
|
|
extra_network = extra_network_registry.get(extra_network_name, None)
|
|
if extra_network is None:
|
|
continue
|
|
|
|
try:
|
|
extra_network.deactivate(p)
|
|
except Exception as e:
|
|
errors.display(e, f"deactivating extra network {extra_network_name}")
|
|
|
|
for extra_network_name, extra_network in extra_network_registry.items():
|
|
args = extra_network_data.get(extra_network_name, None)
|
|
if args is not None:
|
|
continue
|
|
|
|
try:
|
|
extra_network.deactivate(p)
|
|
except Exception as e:
|
|
errors.display(e, f"deactivating unmentioned extra network {extra_network_name}")
|
|
|
|
|
|
re_extra_net = re.compile(r"<(\w+):([^>]+)>")
|
|
|
|
|
|
def parse_prompt(prompt):
|
|
res = defaultdict(list)
|
|
|
|
def found(m):
|
|
name = m.group(1)
|
|
args = m.group(2)
|
|
|
|
res[name].append(ExtraNetworkParams(items=args.split(":")))
|
|
|
|
return ""
|
|
|
|
prompt = re.sub(re_extra_net, found, prompt)
|
|
|
|
return prompt, res
|
|
|
|
|
|
def parse_prompts(prompts):
|
|
res = []
|
|
extra_data = None
|
|
|
|
for prompt in prompts:
|
|
updated_prompt, parsed_extra_data = parse_prompt(prompt)
|
|
|
|
if extra_data is None:
|
|
extra_data = parsed_extra_data
|
|
|
|
res.append(updated_prompt)
|
|
|
|
return res, extra_data
|
|
|