feat(nodes): refactor parameter/primitive nodes

Refine concept of "parameter" nodes to "primitives":
- integer
- float
- string
- boolean
- image
- latents
- conditioning
- color

Each primitive has:
- A field definition, if it is not already python primitive value. The field is how this primitive value is passed between nodes. Collections are lists of the field in node definitions. ex: `ImageField` & `list[ImageField]`
- A single output class. ex: `ImageOutput`
- A collection output class. ex: `ImageCollectionOutput`
- A node, which functions to load or pass on the primitive value. ex: `ImageInvocation` (in this case, `ImageInvocation` replaces `LoadImage`)

Plus a number of related changes:
- Reorganize these into `primitives.py`
- Update all nodes and logic to use primitives
- Consolidate "prompt" outputs into "string" & "mask" into "image" (there's no reason for these to be different, the function identically)
- Update default graphs & tests
- Regen frontend types & minor frontend tidy related to changes
This commit is contained in:
psychedelicious
2023-08-14 19:41:29 +10:00
parent f49fc7fb55
commit c48fd9c083
24 changed files with 887 additions and 666 deletions

View File

@ -42,9 +42,10 @@ from matplotlib.figure import Figure
from matplotlib.ticker import MaxNLocator
from pydantic import BaseModel, Field
from invokeai.app.invocations.primitives import FloatCollectionOutput
from ...backend.util.logging import InvokeAILogger
from .baseinvocation import BaseInvocation, InputField, InvocationContext, tags, title
from .collections import FloatCollectionOutput
@title("Float Range")