Commit Graph

1151 Commits

Author SHA1 Message Date
psychedelicious
0710ec30cf feat(db): incorporate feedback 2023-12-11 16:14:25 +11:00
psychedelicious
a2dc780188 feat: add script to migrate image workflows 2023-12-11 16:14:25 +11:00
Lincoln Stein
36043bf38b fixed docstring in probe module 2023-12-10 21:33:54 -05:00
Lincoln Stein
de2879f602 port new code for detecting sdxl-based embeddings 2023-12-10 15:48:02 -05:00
Lincoln Stein
d7f7fbc8c2 Merge branch 'main' into refactor/model-manager-3 2023-12-10 12:55:28 -05:00
Lincoln Stein
e2567a7e31 Merge branch 'refactor/model-manager-3' of github.com:invoke-ai/InvokeAI into refactor/model-manager-3 2023-12-10 12:55:24 -05:00
Lincoln Stein
2f3457c02a rename installer __del__() to stop(). Improve probe error messages 2023-12-10 12:55:01 -05:00
Lincoln Stein
aab6369ffe
Update invokeai/backend/model_manager/search.py
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
2023-12-10 12:24:50 -05:00
psychedelicious
c42d692ea6
feat: workflow library (#5148)
* chore: bump pydantic to 2.5.2

This release fixes pydantic/pydantic#8175 and allows us to use `JsonValue`

* fix(ui): exclude public/en.json from prettier config

* fix(workflow_records): fix SQLite workflow insertion to ignore duplicates

* feat(backend): update workflows handling

Update workflows handling for Workflow Library.

**Updated Workflow Storage**

"Embedded Workflows" are workflows associated with images, and are now only stored in the image files. "Library Workflows" are not associated with images, and are stored only in DB.

This works out nicely. We have always saved workflows to files, but recently began saving them to the DB in addition to in image files. When that happened, we stopped reading workflows from files, so all the workflows that only existed in images were inaccessible. With this change, access to those workflows is restored, and no workflows are lost.

**Updated Workflow Handling in Nodes**

Prior to this change, workflows were embedded in images by passing the whole workflow JSON to a special workflow field on a node. In the node's `invoke()` function, the node was able to access this workflow and save it with the image. This (inaccurately) models workflows as a property of an image and is rather awkward technically.

A workflow is now a property of a batch/session queue item. It is available in the InvocationContext and therefore available to all nodes during `invoke()`.

**Database Migrations**

Added a `SQLiteMigrator` class to handle database migrations. Migrations were needed to accomodate the DB-related changes in this PR. See the code for details.

The `images`, `workflows` and `session_queue` tables required migrations for this PR, and are using the new migrator. Other tables/services are still creating tables themselves. A followup PR will adapt them to use the migrator.

**Other/Support Changes**

- Add a `has_workflow` column to `images` table to indicate that the image has an embedded workflow.
- Add handling for retrieving the workflow from an image in python. The image file must be fetched, the workflow extracted, and then sent to client, avoiding needing the browser to parse the image file. With the `has_workflow` column, the UI knows if there is a workflow to be fetched, and only fetches when the user requests to load the workflow.
- Add route to get the workflow from an image
- Add CRUD service/routes for the library workflows
- `workflow_images` table and services removed (no longer needed now that embedded workflows are not in the DB)

* feat(ui): updated workflow handling (WIP)

Clientside updates for the backend workflow changes.

Includes roughed-out workflow library UI.

* feat: revert SQLiteMigrator class

Will pursue this in a separate PR.

* feat(nodes): do not overwrite custom node module names

Use a different, simpler method to detect if a node is custom.

* feat(nodes): restore WithWorkflow as no-op class

This class is deprecated and no longer needed. Set its workflow attr value to None (meaning it is now a no-op), and issue a warning when an invocation subclasses it.

* fix(nodes): fix get_workflow from queue item dict func

* feat(backend): add WorkflowRecordListItemDTO

This is the id, name, description, created at and updated at workflow columns/attrs. Used to display lists of workflowsl

* chore(ui): typegen

* feat(ui): add workflow loading, deleting to workflow library UI

* feat(ui): workflow library pagination button styles

* wip

* feat: workflow library WIP

- Save to library
- Duplicate
- Filter/sort
- UI/queries

* feat: workflow library - system graphs - wip

* feat(backend): sync system workflows to db

* fix: merge conflicts

* feat: simplify default workflows

- Rename "system" -> "default"
- Simplify syncing logic
- Update UI to match

* feat(workflows): update default workflows

- Update TextToImage_SD15
- Add TextToImage_SDXL
- Add README

* feat(ui): refine workflow list UI

* fix(workflow_records): typo

* fix(tests): fix tests

* feat(ui): clean up workflow library hooks

* fix(db): fix mis-ordered db cleanup step

It was happening before pruning queue items - should happen afterwards, else you have to restart the app again to free disk space made available by the pruning.

* feat(ui): tweak reset workflow editor translations

* feat(ui): split out workflow redux state

The `nodes` slice is a rather complicated slice. Removing `workflow` makes it a bit more reasonable.

Also helps to flatten state out a bit.

* docs: update default workflows README

* fix: tidy up unused files, unrelated changes

* fix(backend): revert unrelated service organisational changes

* feat(backend): workflow_records.get_many arg "filter_text" -> "query"

* feat(ui): use custom hook in current image buttons

Already in use elsewhere, forgot to use it here.

* fix(ui): remove commented out property

* fix(ui): fix workflow loading

- Different handling for loading from library vs external
- Fix bug where only nodes and edges loaded

* fix(ui): fix save/save-as workflow naming

* fix(ui): fix circular dependency

* fix(db): fix bug with releasing without lock in db.clean()

* fix(db): remove extraneous lock

* chore: bump ruff

* fix(workflow_records): default `category` to `WorkflowCategory.User`

This allows old workflows to validate when reading them from the db or image files.

* hide workflow library buttons if feature is disabled

---------

Co-authored-by: Mary Hipp <maryhipp@Marys-MacBook-Air.local>
2023-12-09 09:48:38 +11:00
Lincoln Stein
3bfaee9c57
Merge branch 'main' into refactor/model-manager-3 2023-12-04 22:51:45 -05:00
Lincoln Stein
3c7d1fcd32 clean up get_logger() call 2023-12-04 22:41:59 -05:00
Lincoln Stein
2b583ffcdf implement review suggestions from @RyanjDick 2023-12-04 21:12:10 -05:00
Lincoln Stein
2d2ef5d72c ensure that setting loglevel on one logger doesn't change others 2023-12-02 11:48:51 -05:00
Lincoln Stein
e46ac45741 port probing changes from main model_probe.py to refactored probe.py 2023-12-01 09:19:24 -05:00
Lincoln Stein
75089b7a9d merge in changes from main 2023-12-01 09:18:07 -05:00
Lincoln Stein
778fd55f0d Merge branch 'main' into refactor/model-manager-3 2023-12-01 09:15:18 -05:00
Lincoln Stein
5a3f1f2b22 fix ruff github format errors 2023-12-01 01:59:26 -05:00
Lincoln Stein
f95ce1870c fix ruff format check 2023-12-01 01:46:12 -05:00
Lincoln Stein
0719a46372 add support for SDXL textual inversion/embeddings 2023-12-01 01:28:28 -05:00
Ryan Dick
bfdef120d1 Re-organize merge_tiles_with_linear_blending(...) to merge rows horizontally first and then vertically. This change achieves slightly more natural blending on the corners where 4 tiles overlap. 2023-11-30 07:53:27 -08:00
Ryan Dick
76b888de17 Add unit tests for merge_tiles_with_linear_blending(...). 2023-11-30 07:53:27 -08:00
Ryan Dick
65a16be299 Add unit tests for calc_tiles_with_overlap(...) and fix a bug in its implementation. 2023-11-30 07:53:27 -08:00
Ryan Dick
29eade4880 Add nodes for tile splitting and merging. The main motivation for these nodes is for use in tiled upscaling workflows. 2023-11-30 07:53:27 -08:00
Damian Stewart
0beb08686c
Add CFG Rescale option for supporting zero-terminal SNR models (#4335)
* add support for CFG rescale

* fix typo

* move rescale position and tweak docs

* move input position

* implement suggestions from github and discord

* cleanup unused code

* add back dropped FieldDescription

* fix(ui): revert unrelated UI changes

* chore(nodes): bump denoise_latents version 1.4.0 -> 1.5.0

* feat(nodes): add cfg_rescale_multiplier to metadata node

* feat(ui): add cfg rescale multiplier to linear UI

- add param to state
- update graph builders
- add UI under advanced
- add metadata handling & recall
- regen types

* chore: black

* fix(backend): make `StableDiffusionGeneratorPipeline._rescale_cfg()` staticmethod

This doesn't need access to class.

* feat(backend): add docstring for `_rescale_cfg()` method

* feat(ui): update cfg rescale mult translation string

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2023-11-30 20:55:20 +11:00
Ryan Dick
693c6cf5e4 Add support for IPAdapterFull models. The changes are based on this upstream PR: https://github.com/tencent-ailab/IP-Adapter/pull/139 . 2023-11-29 15:07:21 -08:00
Lincoln Stein
ecd3dcd5df
Merge branch 'main' into refactor/model-manager-3 2023-11-27 22:15:51 -05:00
Lincoln Stein
ae82df0fda fix a bunch of type mismatches in the logging module 2023-11-28 09:38:35 +11:00
Steven Frank
e509d719ee Fix attempt to deserialize on CUDA on Mac
Without specifying "cpu", attempts to use non-existent CUDA to deserialize embeddings on macOS, resulting in a warning / failure to load.
2023-11-28 09:24:57 +11:00
Lincoln Stein
a79e814c8d
Merge branch 'main' into refactor/model-manager-3 2023-11-27 16:06:42 -05:00
psychedelicious
7653d21cf5 feat(backend): rename realesrgan class & upscale method 2023-11-28 07:58:22 +11:00
psychedelicious
46a2d83b84 feat(backend): organise realesrgan code, add license
- Moved util to own folder
- BSD3 License for RealESRGAN repo added
2023-11-28 07:58:22 +11:00
psychedelicious
2192210910 feat(nodes): remove dependency on realesrgan
We used the `RealESRGANer` utility class from the repo. It handled model loading and tiled upscaling logic.

Unfortunately, it hasn't been updated in over a year, had no types, and annoyingly printed to console.

I've adapted the class, cleaning it up a bit and removing the bits that are not relevant for us.

Upscaling functionality is identical.
2023-11-28 07:58:22 +11:00
Lincoln Stein
8ef596eac7 further changes for ruff 2023-11-26 17:13:31 -05:00
Lincoln Stein
8695ad6f59 all features implemented, docs updated, ready for review 2023-11-26 13:18:21 -05:00
Lincoln Stein
8aefe2cefe import_model and list_install_jobs router APIs written 2023-11-25 21:45:59 -05:00
Lincoln Stein
ec510d34b5 fix model probing for controlnet checkpoint legacy config files 2023-11-25 15:53:22 -05:00
Lincoln Stein
19baea1883 all backend features in place; config scanning is failing on controlnet 2023-11-24 19:37:46 -05:00
Lincoln Stein
80bc9be3ab make install_path and register_path work; refactor model probing 2023-11-23 23:15:32 -05:00
Lincoln Stein
8c7a7bc897 Merge branch 'main' into refactor/model-manager-3 2023-11-22 22:29:23 -05:00
Lincoln Stein
4aab728590 move name/description logic into model_probe.py 2023-11-22 22:29:02 -05:00
Lincoln Stein
9cf060115d Merge branch 'main' into refactor/model-manager-3 2023-11-22 22:28:31 -05:00
Lincoln Stein
98a4930a52 add probe support for LCM main models 2023-11-22 14:58:27 -05:00
psychedelicious
1a596a5684 fix(backend): fix unintentional change to import orders
- Ignore I001 (isort rules) for this file
- Ignore F401 (unused imports) for this file
2023-11-21 20:22:27 +11:00
psychedelicious
da443973cb chore: ruff 2023-11-21 20:22:27 +11:00
Lincoln Stein
9ea3126118 start implementation of installer 2023-11-20 23:02:30 -05:00
Lincoln Stein
acc0a29dca fixed ruff formatting issues 2023-11-13 18:15:17 -05:00
Lincoln Stein
38c1436f02 resolve conflicts; blackify 2023-11-13 18:12:45 -05:00
Lincoln Stein
efbdb75568 implement psychedelicious recommendations as of 13 November 2023-11-13 17:05:01 -05:00
psychedelicious
bc64cde6f9 chore: ruff lint 2023-11-14 07:57:07 +11:00
psychedelicious
4465f97cdf
Merge branch 'main' into refactor/model-manager-2 2023-11-14 07:51:57 +11:00