Commit Graph

23 Commits

Author SHA1 Message Date
Lincoln Stein
146b936844
feat(multiuser mode): Support multiple isolated users on same backend (#8822)
* Add comprehensive multi-user support specification and implementation plan

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Clarify Python tooling transition state

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add executive summary for multi-user support specification

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Reorganize multiuser docs into subfolder and update with approved design decisions

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* docs: fix mkdocs syntax issues

* Fix Z-Image VAE operations not reserving working memory for OOM prevention (#8)

* Initial plan

* Fix Z-Image VAE encode/decode to request working memory

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add test for Z-Image working memory estimation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix unit test: only set config attribute for AutoencoderKL, not FluxAutoEncoder

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* style: fix ruff errors

* Fix test: use model_construct to bypass Pydantic validation for mock fields

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(ruff): fix ruff errors

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Phase 1: Add multi-user database schema and authentication foundation (#6)

* Initial plan

* Add Phase 1: Database schema, authentication utilities, and user service

- Added dependencies: passlib[bcrypt], python-jose[cryptography], email-validator
- Created migration_25 for multi-user support database schema
  - users table with authentication fields
  - user_sessions, user_invitations, shared_boards tables
  - Added user_id columns to boards, images, workflows, session_queue, style_presets
  - Created system user for backward compatibility
- Implemented authentication utilities
  - Password hashing and validation (password_utils.py)
  - JWT token generation and verification (token_service.py)
- Implemented user service
  - Abstract base class (users_base.py)
  - SQLite implementation (users_default.py)
  - Full CRUD operations for users
  - Authentication and admin management
- Added comprehensive tests for all components
- All code passes ruff linting and mypy type checking

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Refactor user service to use transaction pattern and improve security documentation

- Changed all database operations to use self._db.transaction() context manager
- Follows the same pattern as other services like board_records
- Improves thread safety and transaction management
- Added detailed security warnings for the hardcoded JWT secret key
- Documented that it must be moved to config before production
- Fixed whitespace linting issues
- All tests still pass with the refactored code

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix system user email to use valid domain

- Changed system user email from system@invokeai.local to system@system.invokeai
- .local domains are rejected by email-validator as special-use/reserved
- All end-to-end tests now pass successfully

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test failures: password length, migration chain, and table existence checks

- Fixed bcrypt 72-byte password limit by truncating long passwords in hash_password and verify_password
- Fixed test_migration_25 to use callback directly instead of migrator to avoid fragmented chain error
- Updated system user email assertion in test from @invokeai.local to @system.invokeai
- Added table existence checks for boards, images, workflows, and session_queue before altering them
- This prevents "no such table" errors when migration runs in environments without all tables

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* (chore) fix ruff errors

* (chore) fix ruff errors (2)

* Fix test failures: use _conn instead of conn and improve password truncation

- Fixed test_user_service.py to use db._conn instead of db.conn (SqliteDatabase uses private _conn)
- Simplified password truncation logic in password_utils.py for better clarity
- Ensured UTF-8 decoding handles truncated bytes properly with errors="ignore"

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(uv): updated uv lockfile

* Fix bcrypt password length errors by configuring passlib properly

- Added bcrypt__relax_truncate_checks=True to CryptContext to prevent errors on long passwords
- Removed min_length=8 constraint from pydantic models to allow service-level validation
- Service-level validation provides better error messages and more control
- Manual truncation code kept as safety net for passwords >72 bytes

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix bcrypt parameter name: use truncate_error instead of relax_truncate_checks

- Changed bcrypt__relax_truncate_checks=True to bcrypt__truncate_error=False
- The correct passlib parameter is truncate_error (not relax_truncate_checks)
- Setting it to False allows passwords >72 bytes without raising an error

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix(passwords) downgrade bcrypt to work with current passlib

* chore(uv): update locks file

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Implement Phase 2: Authentication Service with JWT and FastAPI Integration (#11)

* Initial plan

* Add Phase 2 authentication service - auth dependencies, router, and service integration

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review feedback - add token expiration constants and improve documentation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix email validation to allow special-use domains like .local for testing

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix system user to not be admin - allows /auth/setup to work on fresh database

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: typegen

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Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Add Phase 3 integration tests and documentation for authentication middleware (#15)

* Initial plan

* Add Phase 3 integration tests for auth router endpoints

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add Phase 3 completion documentation and testing guide

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* chore: ruff

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* chore: fix unresolved merged conflict markers

* Phase 4: Add multi-tenancy to boards and session queue services (#17)

* Initial plan

* Update boards service for multi-user support

- Add user_id parameter to board creation and filtering
- Update board_records base and SQLite implementation to filter by user
- Include shared boards and public boards in user queries
- Update boards router to require authentication
- Update invocation context to pass user_id from queue item
- Add user_id field to SessionQueueItem model

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Update session_queue service for multi-user support

- Add user_id parameter to enqueue_batch method
- Update ValueToInsertTuple to include user_id
- Update prepare_values_to_insert to accept and use user_id
- Update SQL INSERT statements to include user_id column
- Update session_queue router to require authentication
- Update retry_items_by_id to preserve user_id when retrying

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add authentication imports to images, workflows, and style_presets routers

- Import CurrentUser dependency in all three routers
- Add CurrentUser parameter to upload_image endpoint
- Prepare for further authentication requirements in these services

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add multiuser tests and Phase 4 documentation

- Create test_boards_multiuser.py with authentication tests
- Verify board operations require authentication
- Test board creation and listing with auth tokens
- Add comprehensive Phase 4 implementation summary
- Document all changes, data flows, and security considerations

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add authentication to remaining board endpoints

- Add CurrentUser to get_board endpoint
- Add CurrentUser to update_board endpoint
- Add CurrentUser to delete_board endpoint
- Ensures all board operations require authentication
- Addresses code review feedback

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Feature(image boards): Implement per-user board isolation

- Complete verification report with all checks passed
- Document code quality, security, and testing results
- List all achievements and sign-off criteria
- Mark phase as READY FOR MERGE

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: ruff

* chore: resolve conflicts in z_image_working_memory test

* chore: ruff

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Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* feat: Implement Phase 5 of multiuser plan - Frontend authentication (#19)

* Phase 5: Implement frontend authentication infrastructure

- Created auth slice with Redux state management for authentication
- Created auth API endpoints (login, logout, setup, me)
- Created LoginPage component for user authentication
- Created AdministratorSetup component for initial admin setup
- Created ProtectedRoute wrapper for route authentication checking
- Updated API configuration to include Authorization headers
- Installed and configured react-router-dom for routing
- Updated App component with authentication routes
- All TypeScript checks passing

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(style): prettier, typegen and add convenience targets to makefile

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* feat: Implement Phase 6 frontend UI updates - UserMenu and admin restrictions

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

docs: Add comprehensive testing and verification documentation for Phase 6

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docs: Add Phase 6 summary document

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat: Add user management script for testing multiuser features

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat: Implement read-only model manager access for non-admin users

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

feat: Add admin authorization to model management API endpoints

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docs: Update specification and implementation plan for read-only model manager

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* Phase 7: Comprehensive testing and security validation for multiuser authentication (#23)

* Initial plan

* Phase 7: Complete test suite with 88 comprehensive tests

- Add password utils tests (31 tests): hashing, verification, validation
- Add token service tests (20 tests): JWT creation, verification, security
- Add security tests (13 tests): SQL injection, XSS, auth bypass prevention
- Add data isolation tests (11 tests): multi-user data separation
- Add performance tests (13 tests): benchmarks and scalability
- Add comprehensive testing documentation
- Add phase 7 verification report

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* bugfix(backend): Fix issues with authentication token expiration handling

- Remove time.sleep from token uniqueness test (use different expiration instead)
- Increase token expiration test time from 1 microsecond to 10 milliseconds
- More reliable test timing to prevent flakiness

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add Phase 7 summary documentation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix test_performance.py missing logger fixture

Add missing logger fixture to test_performance.py that was causing test failures.
The fixture creates a Logger instance needed by the user_service fixture.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add board isolation issue specification document

Document the three board isolation issues that need to be addressed:
1. Board list not updating when switching users
2. "Uncategorized" board shared among users
3. Admin cannot access all users' boards

Includes technical details, implementation plan, and acceptance criteria.
This document will be used to create a separate GitHub issue and PR.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix test failures in Phase 7 tests

- Fix board service API calls to use enum values (BoardRecordOrderBy, SQLiteDirection) instead of strings
- Fix board deletion test to use get_dto() instead of non-existent get() method
- Add exception handling to verify_password() for invalid hash formats
- Update SQL injection test to accept both 401 and 422 status codes (Pydantic validation)

All fixes ensure tests match actual API signatures and handle edge cases properly.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix token forgery test to properly decode and modify JWT payload

The test was attempting to modify the JWT payload by string replacement on the
base64-encoded data, which doesn't work since "false" doesn't appear literally
in the base64 encoding. Fixed to:
- Properly decode the base64 payload
- Parse the JSON
- Modify the is_admin field
- Re-encode the payload
- Create a forged token with the modified payload and original signature
- Verify it's rejected with 401 status

This properly tests that JWT signature verification prevents token forgery.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix test_verify_expired_token timing issue

Increased token expiration from 10ms to 100ms and wait time from 20ms to 200ms
to make the test more reliable. The previous timing was too tight and could
cause race conditions where the token hadn't actually expired yet when verified.

This ensures the test reliably validates that expired tokens are properly rejected.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix token verification to properly validate signatures and expiration

The verify_token() function was not explicitly enabling JWT verification options,
causing it to accept expired tokens and tokens with modified signatures/payloads.

Fixed by explicitly setting verification options:
- verify_signature: True (reject modified tokens)
- verify_exp: True (reject expired tokens)
- verify_nbf: True (verify "not before" claim)
- verify_iat: True (verify "issued at" claim)
- verify_aud: False (we don't use audience claims)

Also added catch-all exception handler for other validation errors.

This ensures all token security tests pass properly.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Revert to default python-jose verification behavior

Removed explicit options parameter from jwt.decode() call since python-jose
verifies signatures and expiration by default. The explicit options may have
been causing issues or conflicts with the library's default behavior.

Added comments clarifying that python-jose defaults are secure and handle
verification properly. Need user to test and provide debugging output if
issues persist.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix JWT expiration verification for python-jose 3.5.0

python-jose 3.5.0 has a bug where expiration verification doesn't work properly
by default. The jwt.decode() function is not rejecting expired tokens even when
they should be rejected.

Workaround implemented:
1. First, get unverified claims to extract the 'exp' timestamp
2. Manually check if current time >= exp time (token is expired)
3. Return None immediately if expired
4. Then verify signature with jwt.decode() for tokens that aren't expired

This ensures:
- Expired tokens are properly rejected
- Signature verification still happens for non-expired tokens
- Modified tokens are rejected due to signature mismatch

All three failing tests should now pass:
- test_verify_expired_token
- test_verify_token_with_modified_payload
- test_token_signature_verification

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix race condition in token verification - verify signature before expiration

Changed the order of verification in verify_token():
1. First verify signature with jwt.decode() - rejects modified/forged tokens
2. Then manually check expiration timestamp

Previous implementation checked expiration first using get_unverified_claims(),
which could cause a race condition where:
- Token with valid payload but INVALID signature would pass expiration check
- If expiration check happened to return None due to timing, signature was never verified
- Modified tokens could be accepted intermittently

New implementation ensures signature is ALWAYS verified first, preventing any
modified tokens from being accepted, while still working around the python-jose
3.5.0 expiration bug by manually checking expiration after signature verification.

This eliminates the non-deterministic test failures in test_verify_token_with_modified_payload.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(app): ruff

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* Backend: Add admin board filtering and uncategorized board isolation

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* Fix intermittent token service test failures caused by Base64 padding (#32)

* Initial plan

* Fix intermittent token service test failures due to Base64 padding

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review: add constants for magic numbers in tests

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* chore(tests): ruff

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* Implement user isolation for session queue and socket events (WIP - debugging queue visibility) (#30)

* Add user isolation for queue events and field values filtering

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add user column to queue list UI

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* Add field values privacy indicator and implementation documentation

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* Allow all users to see queue item status events while keeping invocation events private

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* chore(backend): ruff

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* Fix Queue tab not updating for other users in real-time (#34)

* Initial plan

* Add SessionQueueItemIdList invalidation to queue socket events

This ensures the queue item list updates in real-time for all users when
queue events occur (status changes, batch enqueued, queue cleared).

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add SessionQueueItemIdList invalidation to queue_items_retried event

Ensures queue list updates when items are retried.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Improve queue_items_retried event and mutation invalidation

- Add individual item invalidation to queue_items_retried event handler
- Add SessionQueueStatus and BatchStatus tags to retryItemsById mutation
- Ensure consistency between event handler and mutation invalidation patterns

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add privacy check for batch field values in Queue tab

Displays "Hidden for privacy" message for non-admin users viewing
queue items they don't own, instead of showing the actual field values.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* i18n(frontend): change wording of queue values suppressed message

* Add SessionQueueItemIdList cache invalidation to queue events

Ensures real-time queue updates for all users by invalidating the
SessionQueueItemIdList cache tag when queue events occur.

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* Fix multiuser information leakage in Queue panel detail view (#38)

* Initial plan

* Implement multiuser queue information leakage fix

- Backend: Update sanitize_queue_item_for_user to clear session graph and workflow
- Frontend: Add permission check to disable detail view for unauthorized users
- Add test for sanitization logic
- Add translation key for permission denied message

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* Fix prettier formatting for QueueItemComponent

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* Address code review feedback

- Move Graph and GraphExecutionState imports to top of file
- Remove dependency on test_nodes in sanitization test
- Create minimal test invocation directly in test file

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address additional code review feedback

- Create shallow copy to avoid mutating original queue_item
- Extract 'system' user_id to constant (SYSTEM_USER_ID)
- Add constant to both backend and frontend for consistency

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* Fix pydantic validation error in test fixture

Add required timestamp fields (created_at, updated_at, started_at, completed_at) to SessionQueueItem in test fixture

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* fix(queue): Enforce user permissions for queue operations in multiuser mode (#36)

* Initial plan

* Add backend authorization checks for queue operations

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* Fix linting issues in authorization changes

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* Add frontend authorization checks for queue operations

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* Add access denied messages for cancel and clear operations

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* Fix access denied messages for all cancel/delete operations

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* Fix merge conflict duplicates in QueueItemComponent

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* chore(frontend): typegen

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* fix(multiuser): Isolate client state per user to prevent data leakage (#40)

* Implement per-user client state storage to fix multiuser leakage

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: Make authentication optional for client_state endpoints to support single-user mode

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* Clear params state on logout/login to prevent user data leakage

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* feat(queue): show user/total pending jobs in multiuser mode badge (#43)

* Initial plan

* Add multiuser queue badge support - show X/Y format in multiuser mode

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* Format openapi.json with Prettier

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* Address code review feedback - optimize DB queries and improve code clarity

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* translationBot(ui): update translation files (#8767)

Updated by "Cleanup translation files" hook in Weblate.


Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* Limit automated issue closure to bug issues only (#8776)

* Initial plan

* Add only-labels parameter to limit automated issue closure to bugs only

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* fix(multiuser): Isolate client state per user to prevent data leakage (#40)

* Implement per-user client state storage to fix multiuser leakage

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: Make authentication optional for client_state endpoints to support single-user mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Clear params state on logout/login to prevent user data leakage

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* Initial plan

* chore(backend) ruff & typegen

* Fix real-time badge updates by invalidating SessionQueueStatus on queue events

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* Convert session queue isolation logs from info to debug level

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* Add JWT secret storage in database and app_settings service

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* Add multiuser configuration option with default false

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* Update token service tests to initialize JWT secret

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* Fix app_settings_service to use proper database transaction pattern

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* chore(backend): typegen and ruff

* chore(docs): update docstrings

* Fix frontend to bypass authentication in single-user mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix auth tests to enable multiuser mode

Auth tests were failing because the login and setup endpoints now return 403 when multiuser mode is disabled (the default). Updated test fixtures to enable multiuser mode for all auth-related tests.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix model manager UI visibility in single-user mode

Model manager UI for adding, deleting and modifying models is now:
- Visible in single-user mode (multiuser: false, the default)
- Hidden in multiuser mode for non-admin users
- Visible in multiuser mode for admin users

Created useIsModelManagerEnabled hook that checks multiuser_enabled status
and returns true when multiuser is disabled OR when user is admin.

Updated all model manager components to use this hook instead of direct
is_admin checks.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

* chore(frontend): typegen

* Fix TypeScript lint errors

- Added multiuser_enabled field to SetupStatusResponse type in auth.ts
- Removed unused user variable reference in MainModelDefaultSettings.tsx

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_data_isolation to enable multiuser mode

Added fixture to enable multiuser mode for data isolation tests, similar to other auth tests.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Redirect login and setup pages to app in single-user mode

When multiuser mode is disabled, the LoginPage and AdministratorSetup components now redirect to /app instead of showing the login/setup forms. This prevents users from being stuck on the login page after browser refresh in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_auth.py to initialize JWT secret

Added setup_jwt_secret fixture to test_auth.py to initialize the JWT secret before running auth tests. This fixture was missing, causing token creation/verification to fail in auth router tests.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Prevent login form flash in single-user mode

Show loading spinner instead of login/setup forms when multiuser mode is disabled or when redirecting is about to happen. This prevents the unattractive flash of the login dialog when refreshing the page in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix board and queue operations in single-user mode

Changed boards, session_queue, and images routers to use CurrentUserOrDefault instead of CurrentUser. This allows these endpoints to work without authentication when multiuser mode is disabled (default), fixing the issue where users couldn't create boards or add jobs to the queue in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add user management utilities and rename add_user.py

Created three user management scripts in the scripts/ directory:
- useradd.py (renamed from add_user.py) - add users with admin privileges
- userdel.py - delete users by email address with confirmation
- usermod.py - modify user details (name, password, admin status)

All scripts support both CLI and interactive modes for flexibility.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix ESLint errors in frontend code

- Fixed brace-style issue in App.tsx (else-if on same line)
- Removed unused useAppSelector imports from model manager components
- Fixed import sorting in ControlAdapterModelDefaultSettings.tsx

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add userlist.py script for viewing database users

Created scripts/userlist.py to display all users in the database. Supports:
- Table format (default): Shows ID, email, display name, admin status, and active status
- JSON format (--json flag): Outputs user data as JSON for scripting/automation

Example usage:
  python scripts/userlist.py          # Table view
  python scripts/userlist.py --json   # JSON output

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_boards_multiuser.py test failures

Fixed test failures caused by ApiDependencies.invoker not being set properly:
- Added setup_jwt_secret fixture to initialize JWT secret for token generation
- Added enable_multiuser_for_tests fixture that sets ApiDependencies.invoker as a class attribute
- Updated tests to use enable_multiuser_for_tests fixture to ensure ApiDependencies is properly configured
- Removed MockApiDependencies class approach in favor of directly setting the class attribute

This fixes the AttributeError and ensures all tests have the proper setup.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

* Fix userlist.py SqliteDatabase initialization

Fixed AttributeError in userlist.py where SqliteDatabase was being passed the config object instead of config.db_path. The constructor expects a Path object (db_path) as the first argument, not the entire config object.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_boards_multiuser.py by adding app_settings service to mock

Added AppSettingsService initialization to the mock_services fixture in tests/conftest.py. The test was failing because setup_jwt_secret fixture expected mock_invoker.services.app_settings to exist, but it wasn't being initialized in the mock services.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* bugfix(scripts): fix crash in userlist.py script

* Fix test_boards_multiuser.py JWT secret initialization

Fixed setup_jwt_secret fixture to call set_jwt_secret() directly instead of trying to access non-existent app_settings service. Removed incorrect app_settings parameter from InvocationServices initialization in tests/conftest.py since app_settings is not an attribute of InvocationServices.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix CurrentUserOrDefault to require auth in multiuser mode

Changed get_current_user_or_default to raise HTTP 401 when multiuser mode is enabled and credentials are missing, invalid, or the user is inactive. This ensures that board/queue/image operations require authentication in multiuser mode while still working without authentication in single-user mode (default).

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(front & backend): ruff and lint

* Add AdminUserOrDefault and fix model settings in single-user mode

Created AdminUserOrDefault dependency that allows admin operations to work without authentication in single-user mode while requiring admin privileges in multiuser mode. Updated model_manager router to use AdminUserOrDefault for update_model_record, update_model_image, and reidentify_model endpoints. This fixes the "Missing authentication credentials" error when saving model default settings in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix model manager operations in single-user mode

Changed all model manager endpoints from AdminUser to AdminUserOrDefault to allow model installation, deletion, conversion, and cache management operations to work without authentication in single-user mode. This fixes the issue where users couldn't add or delete models in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix syntax error in model_manager.py

Added Depends(AdminUserOrDefault) to all AdminUserOrDefault dependency parameters to fix Python syntax error where parameters without defaults were following parameters with defaults. Imported Depends from fastapi.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix FastAPI dependency injection syntax error

Removed type annotations from AdminUserOrDefault dependency parameters. FastAPI doesn't allow both Annotated type hints and = Depends() default values together. Changed from `_: AdminUserOrDefault = Depends(AdminUserOrDefault)` to `_ = Depends(AdminUserOrDefault)` throughout model_manager.py.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix delete_model endpoint parameter annotation

Changed delete_model endpoint to use Annotated[str, Path(...)] instead of str = Path(...) to match FastAPI's preferred syntax and fix the 422 Unprocessable Entity error when deleting models in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix parameter annotations for all AdminUserOrDefault endpoints

Changed all endpoints using AdminUserOrDefault from old syntax (key: str = Path(...)) to FastAPI's preferred Annotated syntax (key: Annotated[str, Path(...)]). This fixes 422 Unprocessable Entity errors when updating model settings and deleting models in single-user mode. Updated endpoints: delete_model_image, install_model, install_hugging_face_model, and convert_model.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Revert to correct AdminUserOrDefault usage pattern

Reverted model_manager.py to state before commit c47af8f and reapplied AdminUserOrDefault correctly. Changed from `_: AdminUser` to `current_admin: AdminUserOrDefault` using the same pattern as boards.py (`current_user: CurrentUserOrDefault`). This fixes all 422 errors in single-user mode while maintaining proper admin authentication in multiuser mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix parameter order for AdminUserOrDefault in model manager

Moved current_admin: AdminUserOrDefault parameter before all parameters with default values in model_manager.py endpoints. Python requires parameters without defaults to come before parameters with defaults. Fixed 8 endpoints: delete_model, bulk_delete_models, delete_model_image, install_model, install_hugging_face_model, cancel_model_install_job, convert_model, and do_hf_login.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): typegen

* chore(frontend): typegen again

* Docs(app): Comprehensive Documentation of Multiuser Features (#50)

* Implement Phase 8: Complete multiuser documentation (user, admin, and API guides)

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Update multiuser documentation for single-user mode and CLI scripts

- Document multiuser config option (true/false/absent)
- Explain single-user mode behavior (no login required)
- Document mode switching and legacy "system" user
- Update user management to reference CLI scripts (useradd, userdel, usermod, userlist)
- Note that web UI for user management is coming in future release
- Add adaptive API client example for both modes

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* docs(multiuser): bring user guide documentation up to date

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* docs(app): update multiuser documentation

* bugfix(app): fix misaligned database migration calls

* chore(tests): update migration test to accommodate resequencing of migrations

* fix(frontend): prevent caching of static pages

* chore(backend): ruff

* fix(backend): fix incorrect migration import

* Fix: Admin users can see image previews from other users' generations (#61)

* Initial plan

* Fix: strip image preview from InvocationProgressEvent sent to admin room

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: ruff

* fix(backend): add migration_29 file

* chore(tests): fix migration_29 test

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* fix(queue): System user queue items show blank instead of `<hidden>` for non-admin users (#63)

* Initial plan

* fix(queue): System user queue items show blank instead of `<hidden>` for non-admin users

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Hide "Use Cache" checkbox in node editor for non-admin users in multiuser mode (#65)

* Initial plan

* Hide use cache checkbox for non-admin users in multiuser mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix node loading hang when invoke URL ends with /app (#67)

* Initial plan

* Fix node loading hang when URL ends with /app

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Move user management scripts to installable module with CLI entry points (#69)

* Initial plan

* Add user management module with invoke-useradd/userdel/userlist/usermod entry points

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(util): remove superceded user administration scripts

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* chore(backend): reorganized migrations, but something still broken

* Fix migration 28 crash when `client_state.data` column is absent (#70)

* Initial plan

* Fix migration 28 to handle missing data column in client_state table

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Consolidate multiuser DB migrations 27–29 into a single migration step (#71)

* Initial plan

* Consolidate migrations 27, 28, and 29 into a single migration step

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add `--root` option to user management CLI utilities (#81)

* Initial plan

* Add --root option to user management CLI utilities

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix queue clear() endpoint to respect user_id for multi-tenancy (#75)

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add tests for session queue clear() user_id scoping

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

chore(frontend): rebuild typegen

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>

* fix: use AdminUserOrDefault for pause and resume queue endpoints (#77)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix: queue pause/resume buttons disabled in single-user mode (#83)

In single-user mode, currentUser is never populated (no auth), so
`currentUser?.is_admin ?? false` always returns false, disabling the buttons.

Follow the same pattern as useIsModelManagerEnabled: treat as admin
when multiuser mode is disabled, and check is_admin flag when enabled.

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix: enforce board ownership checks in multiuser mode (#84)

- get_board: verify current user owns the board (or is admin), return 403 otherwise
- update_board: verify ownership before updating, 404 if not found, 403 if unauthorized
- delete_board: verify ownership before deleting, 404 if not found, 403 if unauthorized
- list_all_board_image_names: add CurrentUserOrDefault auth and ownership check for non-'none' board IDs



test: add ownership enforcement tests for board endpoints in multiuser mode

- Auth requirement tests for get, update, delete, and list_image_names
- Cross-user 403 forbidden tests (non-owner cannot access/modify/delete)
- Admin bypass tests (admin can access/update/delete any user's board)
- Board listing isolation test (users only see their own boards)
- Refactored fixtures to use monkeypatch (consistent with other test files)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: Clear auth state when switching from multiuser to single-user mode (#86)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix race conditions in download queue and model install service (#98)

* Initial plan

* Fix race conditions in download queue and model install service

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Weblate (bot) <hosted@weblate.org>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-26 23:47:25 -05:00
psychedelicious
454d05bbde
refactor: model manager v3 (#8607)
* feat(mm): add UnknownModelConfig

* refactor(ui): move model categorisation-ish logic to central location, simplify model manager models list

* refactor(ui)refactor(ui): more cleanup of model categories

* refactor(ui): remove unused excludeSubmodels

I can't remember what this was for and don't see any reference to it.
Maybe it's just remnants from a previous implementation?

* feat(nodes): add unknown as model base

* chore(ui): typegen

* feat(ui): add unknown model base support in ui

* feat(ui): allow changing model type in MM, fix up base and variant selects

* feat(mm): omit model description instead of making it "base type filename model"

* feat(app): add setting to allow unknown models

* feat(ui): allow changing model format in MM

* feat(app): add the installed model config to install complete events

* chore(ui): typegen

* feat(ui): toast warning when installed model is unidentified

* docs: update config docstrings

* chore(ui): typegen

* tests(mm): fix test for MM, leave the UnknownModelConfig class in the list of configs

* tidy(ui): prefer types from zod schemas for model attrs

* chore(ui): lint

* fix(ui): wrong translation string

* feat(mm): normalized model storage

Store models in a flat directory structure. Each model is in a dir named
its unique key (a UUID). Inside that dir is either the model file or the
model dir.

* feat(mm): add migration to flat model storage

* fix(mm): normalized multi-file/diffusers model installation no worky

now worky

* refactor: port MM probes to new api

- Add concept of match certainty to new probe
- Port CLIP Embed models to new API
- Fiddle with stuff

* feat(mm): port TIs to new API

* tidy(mm): remove unused probes

* feat(mm): port spandrel to new API

* fix(mm): parsing for spandrel

* fix(mm): loader for clip embed

* fix(mm): tis use existing weight_files method

* feat(mm): port vae to new API

* fix(mm): vae class inheritance and config_path

* tidy(mm): patcher types and import paths

* feat(mm): better errors when invalid model config found in db

* feat(mm): port t5 to new API

* feat(mm): make config_path optional

* refactor(mm): simplify model classification process

Previously, we had a multi-phase strategy to identify models from their
files on disk:
1. Run each model config classes' `matches()` method on the files. It
checks if the model could possibly be an identified as the candidate
model type. This was intended to be a quick check. Break on the first
match.
2. If we have a match, run the config class's `parse()` method. It
derive some additional model config attrs from the model files. This was
intended to encapsulate heavier operations that may require loading the
model into memory.
3. Derive the common model config attrs, like name, description,
calculate the hash, etc. Some of these are also heavier operations.

This strategy has some issues:
- It is not clear how the pieces fit together. There is some
back-and-forth between different methods and the config base class. It
is hard to trace the flow of logic until you fully wrap your head around
the system and therefore difficult to add a model architecture to the
probe.
- The assumption that we could do quick, lightweight checks before
heavier checks is incorrect. We often _must_ load the model state dict
in the `matches()` method. So there is no practical perf benefit to
splitting up the responsibility of `matches()` and `parse()`.
- Sometimes we need to do the same checks in `matches()` and `parse()`.
In these cases, splitting the logic is has a negative perf impact
because we are doing the same work twice.
- As we introduce the concept of an "unknown" model config (i.e. a model
that we cannot identify, but still record in the db; see #8582), we will
_always_ run _all_ the checks for every model. Therefore we need not try
to defer heavier checks or resource-intensive ops like hashing. We are
going to do them anyways.
- There are situations where a model may match multiple configs. One
known case are SD pipeline models with merged LoRAs. In the old probe
API, we relied on the implicit order of checks to know that if a model
matched for pipeline _and_ LoRA, we prefer the pipeline match. But, in
the new API, we do not have this implicit ordering of checks. To resolve
this in a resilient way, we need to get all matches up front, then use
tie-breaker logic to figure out which should win (or add "differential
diagnosis" logic to the matchers).
- Field overrides weren't handled well by this strategy. They were only
applied at the very end, if a model matched successfully. This means we
cannot tell the system "Hey, this model is type X with base Y. Trust me
bro.". We cannot override the match logic. As we move towards letting
users correct mis-identified models (see #8582), this is a requirement.

We can simplify the process significantly and better support "unknown"
models.

Firstly, model config classes now have a single `from_model_on_disk()`
method that attempts to construct an instance of the class from the
model files. This replaces the `matches()` and `parse()` methods.

If we fail to create the config instance, a special exception is raised
that indicates why we think the files cannot be identified as the given
model config class.

Next, the flow for model identification is a bit simpler:
- Derive all the common fields up-front (name, desc, hash, etc).
- Merge in overrides.
- Call `from_model_on_disk()` for every config class, passing in the
fields. Overrides are handled in this method.
- Record the results for each config class and choose the best one.

The identification logic is a bit more verbose, with the special
exceptions and handling of overrides, but it is very clear what is
happening.

The one downside I can think of for this strategy is we do need to check
every model type, instead of stopping at the first match. It's a bit
less efficient. In practice, however, this isn't a hot code path, and
the improved clarity is worth far more than perf optimizations that the
end user will likely never notice.

* refactor(mm): remove unused methods in config.py

* refactor(mm): add model config parsing utils

* fix(mm): abstractmethod bork

* tidy(mm): clarify that model id utils are private

* fix(mm): fall back to UnknownModelConfig correctly

* feat(mm): port CLIPVisionDiffusersConfig to new api

* feat(mm): port SigLIPDiffusersConfig to new api

* feat(mm): make match helpers more succint

* feat(mm): port flux redux to new api

* feat(mm): port ip adapter to new api

* tidy(mm): skip optimistic override handling for now

* refactor(mm): continue iterating on config

* feat(mm): port flux "control lora" and t2i adapter to new api

* tidy(ui): use Extract to get model config types

* fix(mm): t2i base determination

* feat(mm): port cnet to new api

* refactor(mm): add config validation utils, make it all consistent and clean

* feat(mm): wip port of main models to new api

* feat(mm): wip port of main models to new api

* feat(mm): wip port of main models to new api

* docs(mm): add todos

* tidy(mm): removed unused model merge class

* feat(mm): wip port main models to new api

* tidy(mm): clean up model heuristic utils

* tidy(mm): clean up ModelOnDisk caching

* tidy(mm): flux lora format util

* refactor(mm): make config classes narrow

Simpler logic to identify, less complexity to add new model, fewer
useless attrs that do not relate to the model arch, etc

* refactor(mm): diffusers loras

w

* feat(mm): consistent naming for all model config classes

* fix(mm): tag generation & scattered probe fixes

* tidy(mm): consistent class names

* refactor(mm): split configs into separate files

* docs(mm): add comments for identification utils

* chore(ui): typegen

* refactor(mm): remove legacy probe, new configs dir structure, update imports

* fix(mm): inverted condition

* docs(mm): update docsstrings in factory.py

* docs(mm): document flux variant attr

* feat(mm): add helper method for legacy configs

* feat(mm): satisfy type checker in flux denoise

* docs(mm): remove extraneous comment

* fix(mm): ensure unknown model configs get unknown attrs

* fix(mm): t5 identification

* fix(mm): sdxl ip adapter identification

* feat(mm): more flexible config matching utils

* fix(mm): clip vision identification

* feat(mm): add sanity checks before probing paths

* docs(mm): add reminder for self for field migrations

* feat(mm): clearer naming for main config class hierarchy

* feat(mm): fix clip vision starter model bases, add ref to actual models

* feat(mm): add model config schema migration logic

* fix(mm): duplicate import

* refactor(mm): split big migration into 3

Split the big migration that did all of these things into 3:

- Migration 22: Remove unique contraint on base/name/type in models
table
- Migration 23: Migrate configs to v6.8.0 schemas
- Migration 24: Normalize file storage

* fix(mm): pop base/type/format when creating unknown model config

* fix(db): migration 22 insert only real cols

* fix(db): migration 23 fall back to unknown model when config change fails

* feat(db): run migrations 23 and 24

* fix(mm): false negative on flux lora

* fix(mm): vae checkpoint probe checking for dir instead of file

* fix(mm): ModelOnDisk skips dirs when looking for weights

Previously a path w/ any of the known weights suffixes would be seen as
a weights file, even if it was a directory. We now check to ensure the
candidate path is actually a file before adding it to the list of
weights.

* feat(mm): add method to get main model defaults from a base

* feat(mm): do not log when multiple non-unknown model matches

* refactor(mm): continued iteration on model identifcation

* tests(mm): refactor model identification tests

Overhaul of model identification (probing) tests. Previously we didn't
test the correctness of probing except in a few narrow cases - now we
do.

See tests/model_identification/README.md for a detailed overview of the
new test setup. It includes instructions for adding a new test case. In
brief:

- Download the model you want to add as a test case
- Run a script against it to generate the test model files
- Fill in the expected model type/format/base/etc in the generated test
metadata JSON file

Included test cases:
- All starter models
- A handful of other models that I had installed
- Models present in the previous test cases as smoke tests, now also
tested for correctness

* fix(mm): omit type/format/base when creating unknown config instance

* feat(mm): use ValueError for model id sanity checks

* feat(mm): add flag for updating models to allow class changes

* tests(mm): fix remaining MM tests

* feat: allow users to edit models freely

* feat(ui): add warning for model settings edit

* tests(mm): flux state dict tests

* tidy: remove unused file

* fix(mm): lora state dict loading in model id

* feat(ui): use translation string for model edit warning

* docs(db): update version numbers in migration comments

* chore: bump version to v6.9.0a1

* docs: update model id readme

* tests(mm): attempt to fix windows model id tests

* fix(mm): issue with deleting single file models

* feat(mm): just delete the dir w/ rmtree when deleting model

* tests(mm): windows CI issue

* fix(ui): typegen schema sync

* fix(mm): fixes for migration 23

- Handle CLIP Embed and Main SD models missing variant field
- Handle errors when calling the discriminator function, previously only
handled ValidationError but it could be a ValueError or something else
- Better logging for config migration

* chore: bump version to v6.9.0a2

* chore: bump version to v6.9.0a3
2025-10-15 10:18:53 +11:00
psychedelicious
61e711620d chore: ruff 2025-07-25 19:04:20 +10:00
psychedelicious
3cf82505bb tests(app): service mocks 2025-07-25 19:04:20 +10:00
psychedelicious
2b1e4b88d3 tests: add new service to mocks 2025-05-19 10:29:07 +10:00
Billy
24218b34bf Make ruff happy 2025-03-17 12:04:26 +11:00
Billy
d970c6d6d5 Use override fixture 2025-03-17 11:58:13 +11:00
Billy
e5308be0bb Use override fixture 2025-03-17 11:31:20 +11:00
Mary Hipp
201d7f1fdb fix test 2025-03-06 10:41:47 +11:00
Mary Hipp
17a5b1bd28 fix test 2025-03-06 10:41:47 +11:00
Mary Hipp
41c3e73a3c fix tests 2024-08-09 16:31:42 -04:00
Mary Hipp
b138882abc fix tests? 2024-08-08 15:18:32 -04:00
psychedelicious
4756920282 tests: move fixtures import to conftest.py 2024-05-27 09:06:02 +10:00
Jennifer Player
347f1fd0b7 fix tests 2024-03-06 21:57:41 -05:00
Lincoln Stein
e18533e3b5 add debugging statements and a timeout to download test 2024-03-01 10:42:33 +11:00
psychedelicious
5cba55d670 test: clean up & fix tests
- Deduplicate the mock invocation services. This is possible now that the import order issue is resolved.
- Merge `DummyEventService` into `TestEventService` and update all tests to use `TestEventService`.
2024-03-01 10:42:33 +11:00
Stefan Tobler
0ab9fe6987 relocating event_service fixture due to import ordering 2024-03-01 10:42:33 +11:00
Stefan Tobler
5f4b406cfe updating imports to satisfy ruff 2024-03-01 10:42:33 +11:00
Lincoln Stein
5d612ec095 Tidy names and locations of modules
- Rename old "model_management" directory to "model_management_OLD" in order to catch
  dangling references to original model manager.
- Caught and fixed most dangling references (still checking)
- Rename lora, textual_inversion and model_patcher modules
- Introduce a RawModel base class to simplfy the Union returned by the
  model loaders.
- Tidy up the model manager 2-related tests. Add useful fixtures, and
  a finalizer to the queue and installer fixtures that will stop the
  services and release threads.
2024-03-01 10:42:33 +11:00
Lincoln Stein
4536e4a8b6
Model Manager Refactor: Install remote models and store their tags and other metadata (#5361)
* add basic functionality for model metadata fetching from hf and civitai

* add storage

* start unit tests

* add unit tests and documentation

* add missing dependency for pytests

* remove redundant fetch; add modified/published dates; updated docs

* add code to select diffusers files based on the variant type

* implement Civitai installs

* make huggingface parallel downloading work

* add unit tests for model installation manager

- Fixed race condition on selection of download destination path
- Add fixtures common to several model_manager_2 unit tests
- Added dummy model files for testing diffusers and safetensors downloading/probing
- Refactored code for selecting proper variant from list of huggingface repo files
- Regrouped ordering of methods in model_install_default.py

* improve Civitai model downloading

- Provide a better error message when Civitai requires an access token (doesn't give a 403 forbidden, but redirects
  to the HTML of an authorization page -- arrgh)
- Handle case of Civitai providing a primary download link plus additional links for VAEs, config files, etc

* add routes for retrieving metadata and tags

* code tidying and documentation

* fix ruff errors

* add file needed to maintain test root diretory in repo for unit tests

* fix self->cls in classmethod

* add pydantic plugin for mypy

* use TestSession instead of requests.Session to prevent any internet activity

improve logging

fix error message formatting

fix logging again

fix forward vs reverse slash issue in Windows install tests

* Several fixes of problems detected during PR review:

- Implement cancel_model_install_job and get_model_install_job routes
  to allow for better control of model download and install.
- Fix thread deadlock that occurred after cancelling an install.
- Remove unneeded pytest_plugins section from tests/conftest.py
- Remove unused _in_terminal_state() from model_install_default.
- Remove outdated documentation from several spots.
- Add workaround for Civitai API results which don't return correct
  URL for the default model.

* fix docs and tests to match get_job_by_source() rather than get_job()

* Update invokeai/backend/model_manager/metadata/fetch/huggingface.py

Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>

* Call CivitaiMetadata.model_validate_json() directly

Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>

* Second round of revisions suggested by @ryanjdick:

- Fix type mismatch in `list_all_metadata()` route.
- Do not have a default value for the model install job id
- Remove static class variable declarations from non Pydantic classes
- Change `id` field to `model_id` for the sqlite3 `model_tags` table.
- Changed AFTER DELETE triggers to ON DELETE CASCADE for the metadata and tags tables.
- Made the `id` field of the `model_metadata` table into a primary key to achieve uniqueness.

* Code cleanup suggested in PR review:

- Narrowed the declaration of the `parts` attribute of the download progress event
- Removed auto-conversion of str to Url in Url-containing sources
- Fixed handling of `InvalidModelConfigException`
- Made unknown sources raise `NotImplementedError` rather than `Exception`
- Improved status reporting on cached HuggingFace access tokens

* Multiple fixes:

- `job.total_size` returns a valid size for locally installed models
- new route `list_models` returns a paged summary of model, name,
  description, tags and other essential info
- fix a few type errors

* consolidated all invokeai root pytest fixtures into a single location

* Update invokeai/backend/model_manager/metadata/metadata_store.py

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>

* Small tweaks in response to review comments:

- Remove flake8 configuration from pyproject.toml
- Use `id` rather than `modelId` for huggingface `ModelInfo` object
- Use `last_modified` rather than `LastModified` for huggingface `ModelInfo` object
- Add `sha256` field to file metadata downloaded from huggingface
- Add `Invoker` argument to the model installer `start()` and `stop()` routines
  (but made it optional in order to facilitate use of the service outside the API)
- Removed redundant `PRAGMA foreign_keys` from metadata store initialization code.

* Additional tweaks and minor bug fixes

- Fix calculation of aggregate diffusers model size to only count the
  size of files, not files + directories (which gives different unit test
  results on different filesystems).
- Refactor _get_metadata() and _get_download_urls() to have distinct code paths
  for Civitai, HuggingFace and URL sources.
- Forward the `inplace` flag from the source to the job and added unit test for this.
- Attach cached model metadata to the job rather than to the model install service.

* fix unit test that was breaking on windows due to CR/LF changing size of test json files

* fix ruff formatting

* a few last minor fixes before merging:

- Turn job `error` and `error_type` into properties derived from the exception.
- Add TODO comment about the reason for handling temporary directory destruction
  manually rather than using tempfile.tmpdir().

* add unit tests for reporting HTTP download errors

---------

Co-authored-by: Lincoln Stein <lstein@gmail.com>
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2024-01-14 19:54:53 +00:00
Ryan Dick
9854b244fd Fix Flake8 errors by using a pytest conftest.py file. 2023-10-05 15:36:15 -04:00
psychedelicious
c00aea7a6c tests(nodes): fix nodes tests 2023-06-29 23:11:48 +10:00
Eugene Brodsky
587203d589 (tests) make fixture reusable; support boards
fixes the test suite generally, but some tests needed to be
skipped/xfailed due to recent refactor

- ignore three test suites that broke following the model manager
  refactor
- move InvocationServices fixture to conftest.py
- add `boards` InvocationServices to the fixture
2023-06-26 13:08:34 -04:00