Commit Graph

49 Commits

Author SHA1 Message Date
Lincoln Stein
ed86d0b708 Union[foo, None]=>Optional[foo] 2023-07-03 12:17:45 -04:00
Sergey Borisov
a01998d095 Remove more old logic 2023-06-19 15:57:28 +10:00
Sergey Borisov
7b35162b9e Remove old logic except for inpaint, add support for lora and ti to inpaint node 2023-06-19 15:57:28 +10:00
Sergey Borisov
c26e1a9271 Rewrite inpaint node to new model manager, remove TextToImage and ImageToImage nodes 2023-06-19 15:57:28 +10:00
StAlKeR7779
d0ee3558d1
Merge branch 'main' into lstein/new-model-manager 2023-06-14 17:29:01 +03:00
psychedelicious
a1773197e9 feat(nodes): remove image_origin from most places
- remove `image_origin` from most places where we interact with images
- consolidate image file storage into a single `images/` dir

Images have an `image_origin` attribute but it is not actually used when retrieving images, nor will it ever be. It is still used when creating images and helps to differentiate between internally generated images and uploads.

It was included in eg API routes and image service methods as a holdover from the previous app implementation where images were not managed in a database. Now that we have images in a db, we can do away with this and simplify basically everything that touches images.

The one potentially controversial change is to no longer separate internal and external images on disk. If we retain this separation, we have to keep `image_origin` around in a number of spots and it getting image paths on disk painful.

So, I am have gotten rid of this organisation. Images are now all stored in `images`, regardless of their origin. As we improve the image management features, this change will hopefully become transparent.
2023-06-14 23:08:27 +10:00
Lincoln Stein
98773b20ac merge with main 2023-06-01 18:09:49 -04:00
psychedelicious
08a14ee6d5 fix(nodes): fix conflicts with controlnet 2023-05-28 20:19:56 -04:00
psychedelicious
160267c71a feat(nodes): refactor image types
- Remove `ImageType` entirely, it is confusing
- Create `ResourceOrigin`, may be `internal` or `external`
- Revamp `ImageCategory`, may be `general`, `mask`, `control`, `user`, `other`. Expect to add more as time goes on
- Update images `list` route to accept `include_categories` OR `exclude_categories` query parameters to afford finer-grained querying. All services are updated to accomodate this change.

The new setup should account for our types of images, including the combinations we couldn't really handle until now:
- Canvas init and masks
- Canvas when saved-to-gallery or merged
2023-05-28 20:19:56 -04:00
user1
ca0669c337 Resolving rebase conflict 2023-05-26 21:44:00 -04:00
Lincoln Stein
5f8f51436a merge with main; fix conflicts 2023-05-25 22:40:45 -04:00
psychedelicious
33e13820fc feat(nodes): remove meta node field; use individual is_intermediate field instead
as suggested by @Kyle0654
2023-05-25 22:17:14 -04:00
psychedelicious
291e9cf14b fix(nodes): add is_intermediate to all image-outputting nodes 2023-05-25 22:17:14 -04:00
Kent Keirsey
d4acd49ee3 Update generate.py 2023-05-26 10:27:33 +10:00
psychedelicious
1fb307abf4 feat(nodes): restore canvas functionality (non-latents) 2023-05-24 11:30:47 -04:00
psychedelicious
035425ef24 feat(nodes): address feedback
- Address database feedback:
  - Remove all the extraneous tables. Only an `images` table now:
  - `image_type` and `image_category` are unrestricted strings. When creating images, the provided values are checked to ensure they are a valid type and category.
  - Add `updated_at` and `deleted_at` columns. `deleted_at` is currently unused.
  - Use SQLite's built-in timestamp features to populate these. Add a trigger to update `updated_at` when the row is updated. Currently no way to update a row.
  - Rename the `id` column in `images` to `image_name`
- Rename `ImageCategory.IMAGE` to `ImageCategory.GENERAL`
- Move all exceptions outside their base classes to make them more portable.
- Add `width` and `height` columns to the database. These store the actual dimensions of the image file, whereas the metadata's `width` and `height` refer to the respective generation parameters and are nullable.
- Make `deserialize_image_record` take a `dict` instead of `sqlite3.Row`
- Improve comments throughout
- Tidy up unused code/files and some minor organisation
2023-05-24 11:30:47 -04:00
psychedelicious
adde8450bc fix(nodes): remove bad import 2023-05-24 11:30:47 -04:00
psychedelicious
5bf9891553 feat(nodes): it works 2023-05-24 11:30:47 -04:00
psychedelicious
9c89d3452c feat(nodes): add high-level images service
feat(nodes): add ResultsServiceABC & SqliteResultsService

**Doesn't actually work bc of circular imports. Can't even test it.**

- add a base class for ResultsService and SQLite implementation
- use `graph_execution_manager` `on_changed` callback to keep `results` table in sync

fix(nodes): fix results service bugs

chore(ui): regen api

fix(ui): fix type guards

feat(nodes): add `result_type` to results table, fix types

fix(nodes): do not shadow `list` builtin

feat(nodes): add results router

It doesn't work due to circular imports still

fix(nodes): Result class should use outputs classes, not fields

feat(ui): crude results router

fix(ui): send to canvas in currentimagebuttons not working

feat(nodes): add core metadata builder

feat(nodes): add design doc

feat(nodes): wip latents db stuff

feat(nodes): images_db_service and resources router

feat(nodes): wip images db & router

feat(nodes): update image related names

feat(nodes): update urlservice

feat(nodes): add high-level images service
2023-05-24 11:30:47 -04:00
Lincoln Stein
baf5451fa0
Merge branch 'main' into lstein/new-model-manager 2023-05-13 22:01:34 -04:00
Lincoln Stein
2ef79b8bf3 fix bug in persistent model scheme 2023-05-12 00:14:56 -04:00
Lincoln Stein
df5b968954 model manager now running as a service 2023-05-11 21:24:29 -04:00
blessedcoolant
f7dc171c4f Rename default schedulers across the app 2023-05-12 03:44:20 +12:00
psychedelicious
f488b1a7f2 fix(nodes): fix usage of Optional 2023-05-11 11:55:51 +10:00
psychedelicious
a1079e455a feat(nodes): cleanup unused params, seed generation 2023-05-11 11:55:51 +10:00
psychedelicious
da4eacdffe feat(nodes): add InfillInvocation 2023-05-11 11:55:51 +10:00
psychedelicious
206e6b1730 feat(nodes): wip inpaint node 2023-05-11 11:55:51 +10:00
psychedelicious
357cee2849 fix(nodes): fix cfg scale min value 2023-05-11 11:55:51 +10:00
psychedelicious
e04ada1319
Merge branch 'main' into patch-1 2023-05-05 10:38:45 +10:00
psychedelicious
3264d30b44 feat(nodes): allow multiples of 8 for dimensions 2023-05-02 12:01:52 +10:00
psychedelicious
b49d76ebee feat(nodes): fix image to image fit param
it was ignored previously.
2023-05-01 17:28:22 +10:00
Andy Luhrs
0f95f7cea3
Fix inpaint node
Seems like this is the only change needed for the existing inpaint node to work.
2023-04-27 11:03:07 -07:00
psychedelicious
5f498e10bd
Partial migration of UI to nodes API (#3195)
* feat(ui): add axios client generator and simple example

* fix(ui): update client & nodes test code w/ new Edge type

* chore(ui): organize generated files

* chore(ui): update .eslintignore, .prettierignore

* chore(ui): update openapi.json

* feat(backend): fixes for nodes/generator

* feat(ui): generate object args for api client

* feat(ui): more nodes api prototyping

* feat(ui): nodes cancel

* chore(ui): regenerate api client

* fix(ui): disable OG web server socket connection

* fix(ui): fix scrollbar styles typing and prop

just noticed the typo, and made the types stronger.

* feat(ui): add socketio types

* feat(ui): wip nodes

- extract api client method arg types instead of manually declaring them
- update example to display images
- general tidy up

* start building out node translations from frontend state and add notes about missing features

* use reference to sampler_name

* use reference to sampler_name

* add optional apiUrl prop

* feat(ui): start hooking up dynamic txt2img node generation, create middleware for session invocation

* feat(ui): write separate nodes socket layer, txt2img generating and rendering w single node

* feat(ui): img2img implementation

* feat(ui): get intermediate images working but types are stubbed out

* chore(ui): add support for package mode

* feat(ui): add nodes mode script

* feat(ui): handle random seeds

* fix(ui): fix middleware types

* feat(ui): add rtk action type guard

* feat(ui): disable NodeAPITest

This was polluting the network/socket logs.

* feat(ui): fix parameters panel border color

This commit should be elsewhere but I don't want to break my flow

* feat(ui): make thunk types more consistent

* feat(ui): add type guards for outputs

* feat(ui): load images on socket connect

Rudimentary

* chore(ui): bump redux-toolkit

* docs(ui): update readme

* chore(ui): regenerate api client

* chore(ui): add typescript as dev dependency

I am having trouble with TS versions after vscode updated and now uses TS 5. `madge` has installed 3.9.10 and for whatever reason my vscode wants to use that. Manually specifying 4.9.5 and then setting vscode to use that as the workspace TS fixes the issue.

* feat(ui): begin migrating gallery to nodes

Along the way, migrate to use RTK `createEntityAdapter` for gallery images, and separate `results` and `uploads` into separate slices. Much cleaner this way.

* feat(ui): clean up & comment results slice

* fix(ui): separate thunk for initial gallery load so it properly gets index 0

* feat(ui): POST upload working

* fix(ui): restore removed type

* feat(ui): patch api generation for headers access

* chore(ui): regenerate api

* feat(ui): wip gallery migration

* feat(ui): wip gallery migration

* chore(ui): regenerate api

* feat(ui): wip refactor socket events

* feat(ui): disable panels based on app props

* feat(ui): invert logic to be disabled

* disable panels when app mounts

* feat(ui): add support to disableTabs

* docs(ui): organise and update docs

* lang(ui): add toast strings

* feat(ui): wip events, comments, and general refactoring

* feat(ui): add optional token for auth

* feat(ui): export StatusIndicator and ModelSelect for header use

* feat(ui) working on making socket URL dynamic

* feat(ui): dynamic middleware loading

* feat(ui): prep for socket jwt

* feat(ui): migrate cancelation

also updated action names to be event-like instead of declaration-like

sorry, i was scattered and this commit has a lot of unrelated stuff in it.

* fix(ui): fix img2img type

* chore(ui): regenerate api client

* feat(ui): improve InvocationCompleteEvent types

* feat(ui): increase StatusIndicator font size

* fix(ui): fix middleware order for multi-node graphs

* feat(ui): add exampleGraphs object w/ iterations example

* feat(ui): generate iterations graph

* feat(ui): update ModelSelect for nodes API

* feat(ui): add hi-res functionality for txt2img generations

* feat(ui): "subscribe" to particular nodes

feels like a dirty hack but oh well it works

* feat(ui): first steps to node editor ui

* fix(ui): disable event subscription

it is not fully baked just yet

* feat(ui): wip node editor

* feat(ui): remove extraneous field types

* feat(ui): nodes before deleting stuff

* feat(ui): cleanup nodes ui stuff

* feat(ui): hook up nodes to redux

* fix(ui): fix handle

* fix(ui): add basic node edges & connection validation

* feat(ui): add connection validation styling

* feat(ui): increase edge width

* feat(ui): it blends

* feat(ui): wip model handling and graph topology validation

* feat(ui): validation connections w/ graphlib

* docs(ui): update nodes doc

* feat(ui): wip node editor

* chore(ui): rebuild api, update types

* add redux-dynamic-middlewares as a dependency

* feat(ui): add url host transformation

* feat(ui): handle already-connected fields

* feat(ui): rewrite SqliteItemStore in sqlalchemy

* fix(ui): fix sqlalchemy dynamic model instantiation

* feat(ui, nodes): metadata wip

* feat(ui, nodes): models

* feat(ui, nodes): more metadata wip

* feat(ui): wip range/iterate

* fix(nodes): fix sqlite typing

* feat(ui): export new type for invoke component

* tests(nodes): fix test instantiation of ImageField

* feat(nodes): fix LoadImageInvocation

* feat(nodes): add `title` ui hint

* feat(nodes): make ImageField attrs optional

* feat(ui): wip nodes etc

* feat(nodes): roll back sqlalchemy

* fix(nodes): partially address feedback

* fix(backend): roll back changes to pngwriter

* feat(nodes): wip address metadata feedback

* feat(nodes): add seeded rng to RandomRange

* feat(nodes): address feedback

* feat(nodes): move GET images error handling to DiskImageStorage

* feat(nodes): move GET images error handling to DiskImageStorage

* fix(nodes): fix image output schema customization

* feat(ui): img2img/txt2img -> linear

- remove txt2img and img2img tabs
- add linear tab
- add initial image selection to linear parameters accordion

* feat(ui): tidy graph builders

* feat(ui): tidy misc

* feat(ui): improve invocation union types

* feat(ui): wip metadata viewer recall

* feat(ui): move fonts to normal deps

* feat(nodes): fix broken upload

* feat(nodes): add metadata module + tests, thumbnails

- `MetadataModule` is stateless and needed in places where the `InvocationContext` is not available, so have not made it a `service`
- Handles loading/parsing/building metadata, and creating png info objects
- added tests for MetadataModule
- Lifted thumbnail stuff to util

* fix(nodes): revert change to RandomRangeInvocation

* feat(nodes): address feedback

- make metadata a service
- rip out pydantic validation, implement metadata parsing as simple functions
- update tests
- address other minor feedback items

* fix(nodes): fix other tests

* fix(nodes): add metadata service to cli

* fix(nodes): fix latents/image field parsing

* feat(nodes): customise LatentsField schema

* feat(nodes): move metadata parsing to frontend

* fix(nodes): fix metadata test

---------

Co-authored-by: maryhipp <maryhipp@gmail.com>
Co-authored-by: Mary Hipp <maryhipp@Marys-MacBook-Air.local>
2023-04-22 13:10:20 +10:00
psychedelicious
1f2c1e14db fix(nodes): move InvocationConfig to baseinvocation.py 2023-04-11 12:13:53 +10:00
psychedelicious
07e3a0ec15 feat(nodes): add invocation schema customisation, add model selection
- add invocation schema customisation

done via fastapi's `Config` class and `schema_extra`. when using `Config`, inherit from `InvocationConfig` to get type hints.

where it makes sense - like for all math invocations - define a `MathInvocationConfig` class and have all invocations inherit from it.

this customisation can provide any arbitrary additional data to the UI. currently it provides tags and field type hints.

this is necessary for `model` type fields, which are actually string fields. without something like this, we can't reliably differentiate  `model` fields from normal `string` fields.

can also be used for future field types.

all invocations now have tags, and all `model` fields have ui type hints.

- fix model handling for invocations

added a helper to fall back to the default model if an invalid model name is chosen. model names in graphs now work.

- fix latents progress callback

noticed this wasn't correct while working on everything else.
2023-04-11 12:13:53 +10:00
psychedelicious
dad3a7f263 fix(nodes): sampler_name --> scheduler
the name of this was changed at some point. nodes still used the old name, so scheduler selection did nothing. simple fix.
2023-04-10 19:54:09 +10:00
psychedelicious
34402cc46a feat(nodes): add list_images endpoint
- add `list_images` endpoint at `GET api/v1/images`
- extend `ImageStorageBase` with `list()` method, implemented it for `DiskImageStorage`
- add `ImageReponse` class to for image responses, which includes urls, metadata
- add `ImageMetadata` class (basically a stub at the moment)
- uploaded images now named `"{uuid}_{timestamp}.png"`
- add `models` modules. besides separating concerns more clearly, this helps to mitigate circular dependencies
- improve thumbnail handling
2023-04-09 13:48:44 +10:00
psychedelicious
c34ac91ff0 fix(nodes): fix cancel; fix callback for img2img, inpaint 2023-03-26 17:07:40 +11:00
Lincoln Stein
dac3c158a5 Merge branch 'main' into feat/preview_predicted_x0
- resolve conflicts with generate.py invocation
- remove unused symbols that pyflakes complains about
- add **untested** code for passing intermediate latent image to the
  step callback in the format expected.
2023-03-25 16:07:18 -04:00
psychedelicious
67f8f222d9 fix(nodes): fix step_callback + fast latents generation
this depends on the small change in #2957
2023-03-16 20:03:08 +11:00
Kyle Schouviller
0c3b1fe3c4 [nodes] Fixes calls into image to image and inpaint from nodes 2023-03-12 22:12:42 -07:00
Kevin Turner
288cee9611 Merge remote-tracking branch 'origin/main' into feat/preview_predicted_x0
# Conflicts:
#	invokeai/app/invocations/generate.py
2023-03-12 20:56:02 -07:00
Lincoln Stein
d612f11c11 initialize InvokeAIGenerator object with model, not manager 2023-03-11 09:06:46 -05:00
Lincoln Stein
95954188b2 remove factory pattern
Factory pattern is now removed. Typical usage of the InvokeAIGenerator is now:

```
from invokeai.backend.generator import (
    InvokeAIGeneratorBasicParams,
    Txt2Img,
    Img2Img,
    Inpaint,
)
    params = InvokeAIGeneratorBasicParams(
        model_name = 'stable-diffusion-1.5',
        steps = 30,
        scheduler = 'k_lms',
        cfg_scale = 8.0,
        height = 640,
        width = 640
        )
    print ('=== TXT2IMG TEST ===')
    txt2img = Txt2Img(manager, params)
    outputs = txt2img.generate(prompt='banana sushi', iterations=2)

    for i in outputs:
        print(f'image={output.image}, seed={output.seed}, model={output.params.model_name}, hash={output.model_hash}, steps={output.params.steps}')
```

The `params` argument is optional, so if you wish to accept default
parameters and selectively override them, just do this:

```
    outputs = Txt2Img(manager).generate(prompt='banana sushi',
                                        steps=50,
					scheduler='k_heun',
					model_name='stable-diffusion-2.1'
					)
```
2023-03-10 19:33:04 -05:00
Kevin Turner
fe6858f2d9 feat: use the predicted denoised image for previews
Some schedulers report not only the noisy latents at the current timestep,
but also their estimate so far of what the de-noised latents will be.

It makes for a more legible preview than the noisy latents do.
2023-03-09 20:28:06 -08:00
Lincoln Stein
5d37fa6e36 node-based txt2img working without generate 2023-03-09 00:18:29 -05:00
Lincoln Stein
6477e31c1e revert and disable auto-formatting of invocations 2023-03-03 14:59:17 -05:00
Lincoln Stein
60a98cacef all vestiges of ldm.invoke removed 2023-03-03 01:02:00 -05:00
Lincoln Stein
6a990565ff all files migrated; tweaks needed 2023-03-03 00:02:15 -05:00