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-rw-r--r--modules/extra_networks.py147
1 files changed, 147 insertions, 0 deletions
diff --git a/modules/extra_networks.py b/modules/extra_networks.py
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+++ b/modules/extra_networks.py
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+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
+