From ddfce3075dad43ddeb803ab9af96500842bc8087 Mon Sep 17 00:00:00 2001 From: tazlin Date: Mon, 30 Sep 2024 16:31:50 -0400 Subject: [PATCH 1/8] feat: comfyui `3bb4dec` --- hordelib/consts.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hordelib/consts.py b/hordelib/consts.py index 4dd314ff..cc9b7827 100644 --- a/hordelib/consts.py +++ b/hordelib/consts.py @@ -6,7 +6,7 @@ from hordelib.config_path import get_hordelib_path -COMFYUI_VERSION = "ca08597670c180554ab494e9452e12132d9b346a" +COMFYUI_VERSION = "3bb4dec720bd3be13a6fd381f641929386476efc" """The exact version of ComfyUI version to load.""" REMOTE_PROXY = "" From 419753096b6a5617e550a86aefb9c83f6c73e866 Mon Sep 17 00:00:00 2001 From: tazlin Date: Mon, 30 Sep 2024 16:37:40 -0400 Subject: [PATCH 2/8] feat: use `torch>=2.4.1` and `cu124` by default --- requirements.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index 53a4f545..e3101db8 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,10 +1,10 @@ # Add this in for tox, comment out for build ---extra-index-url https://download.pytorch.org/whl/cu121 +--extra-index-url https://download.pytorch.org/whl/cu124 horde_sdk>=0.14.3 horde_model_reference>=0.9.0 pydantic numpy==1.26.4 -torch>=2.3.1 +torch>=2.4.1 # xformers>=0.0.19 torchvision # torchaudio From 8b7eea130474723e2c1684759a37306b625b74a1 Mon Sep 17 00:00:00 2001 From: tazlin Date: Mon, 30 Sep 2024 20:13:46 -0400 Subject: [PATCH 3/8] fix: longer timeout for long running civitai requests This is due to the CI consistently failing here. --- hordelib/model_manager/lora.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hordelib/model_manager/lora.py b/hordelib/model_manager/lora.py index 8ce08fc3..bc34d610 100644 --- a/hordelib/model_manager/lora.py +++ b/hordelib/model_manager/lora.py @@ -47,7 +47,7 @@ class LoraModelManager(BaseModelManager): MAX_DOWNLOAD_THREADS = 5 if not TESTS_ONGOING else 75 RETRY_DELAY = 3 if not TESTS_ONGOING else 0.2 """The time to wait between retries in seconds""" - REQUEST_METADATA_TIMEOUT = 20 # Longer because civitai performs poorly on metadata requests for more than 5 models + REQUEST_METADATA_TIMEOUT = 35 # Longer because civitai performs poorly on metadata requests for more than 5 models """The maximum time for no data to be received before we give up on a metadata fetch, in seconds""" REQUEST_DOWNLOAD_TIMEOUT = 10 if not TESTS_ONGOING else 1 """The maximum time for no data to be received before we give up on a download, in seconds From 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zKn2oZw8&3Q{PAI6+Z^W}*Bm&ZK+MYp-xoTi7O%udHMIQ%B(4et@%pXN zADTh{AR Date: Thu, 3 Oct 2024 13:20:07 -0400 Subject: [PATCH 5/8] fix: pin dep `qrcode` to 7.4.2 See https://github.com/Haidra-Org/hordelib/issues/346 --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index e3101db8..7bcc6fdd 100644 --- a/requirements.txt +++ b/requirements.txt @@ -49,7 +49,7 @@ unidecode fuzzywuzzy strenum kornia -qrcode +qrcode==7.4.2 spandrel spandrel_extra_arches lpips From 7aa80cd71436f64377a21e0cfec223914f9a0ce3 Mon Sep 17 00:00:00 2001 From: tazlin Date: Thu, 3 Oct 2024 13:28:21 -0400 Subject: [PATCH 6/8] feat: use latest horde deps --- requirements.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index 7bcc6fdd..591b9e92 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,7 +1,7 @@ # Add this in for tox, comment out for build --extra-index-url https://download.pytorch.org/whl/cu124 -horde_sdk>=0.14.3 -horde_model_reference>=0.9.0 +horde_sdk>=0.15.0 +horde_model_reference>=0.9.1 pydantic numpy==1.26.4 torch>=2.4.1 From 140462620eff2877db944c9087be72a3a3fe2a89 Mon Sep 17 00:00:00 2001 From: tazlin Date: Thu, 3 Oct 2024 14:46:47 -0400 Subject: [PATCH 7/8] fix: prevent comfyui internals error with layer diffusion This fixes the problem originating in `lora.py` of comfyui with the line `do_pad_weight = len(v) > 1 and v[1]["pad_weight"]` (no `is None` check). --- hordelib/comfy_horde.py | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/hordelib/comfy_horde.py b/hordelib/comfy_horde.py index 3bc33fb1..6b05906f 100644 --- a/hordelib/comfy_horde.py +++ b/hordelib/comfy_horde.py @@ -95,6 +95,7 @@ _comfy_is_changed_cache_get: Callable _comfy_model_patcher_load: Callable +_comfy_load_calculate_weight: Callable _comfy_interrupt_current_processing: types.FunctionType @@ -265,6 +266,12 @@ def do_comfy_import( _comfy_model_patcher_load = ModelPatcher.load ModelPatcher.load = _model_patcher_load_hijack # type: ignore + global _comfy_load_calculate_weight + import comfy.lora + from comfy.lora import calculate_weight as _comfy_load_calculate_weight + + comfy.lora.calculate_weight = _calculate_weight_hijack # type: ignore + from hordelib.nodes.comfy_controlnet_preprocessors import ( canny as _canny, hed as _hed, @@ -352,6 +359,25 @@ def _model_patcher_load_hijack(*args, **kwargs): _comfy_model_patcher_load(*args, **kwargs) +def _calculate_weight_hijack(*args, **kwargs): + global _comfy_load_calculate_weight + patches = args[0] + + for p in patches: + v = p[1] + patch_type = v[0] + if patch_type != "diff": + continue + if len(v) == 2 and isinstance(v[1], list): + for idx, val in enumerate(v[1]): + if val is None: + v[1][idx] = {"pad_weight": False} + # logger.debug(f"Setting pad_weight to False for {v[0]} on {p} in {patches}") + break + + return _comfy_load_calculate_weight(*args, **kwargs) + + _last_pipeline_settings_hash = "" import PIL.Image From cd9497bc12025955a3b17e3cbd02057ed93383f9 Mon Sep 17 00:00:00 2001 From: tazlin Date: Thu, 3 Oct 2024 15:15:15 -0400 Subject: [PATCH 8/8] tests/fix: include all models required for tests as fixtures --- tests/conftest.py | 16 ++++++++++++++++ tests/test_horde_lora.py | 9 ++++++--- 2 files changed, 22 insertions(+), 3 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index 0652c3e1..ef2ab68f 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -122,6 +122,8 @@ def isolated_comfy_horde_instance(init_horde) -> Comfy_Horde: _sdxl_refined_model_name = "AlbedoBase XL (SDXL)" _stable_cascade_base_model_name = "Stable Cascade 1.0" _flux1_schnell_fp8_base_model_name = "Flux.1-Schnell fp8 (Compact)" +_am_pony_xl_model_name = "AMPonyXL" +_rev_animated_model_name = "Rev Animated" _all_model_names = [ _testing_model_name, @@ -129,6 +131,8 @@ def isolated_comfy_horde_instance(init_horde) -> Comfy_Horde: _sdxl_refined_model_name, _stable_cascade_base_model_name, _flux1_schnell_fp8_base_model_name, + _am_pony_xl_model_name, + _rev_animated_model_name, ] # !!!! @@ -166,6 +170,18 @@ def flux1_schnell_fp8_base_model_name(shared_model_manager: type[SharedModelMana return _flux1_schnell_fp8_base_model_name +@pytest.fixture(scope="session") +def am_pony_xl_model_name(shared_model_manager: type[SharedModelManager]) -> str: + """The default AMPonyXL model name used for testing.""" + return _am_pony_xl_model_name + + +@pytest.fixture(scope="session") +def rev_animated_model_name(shared_model_manager: type[SharedModelManager]) -> str: + """The default Rev Animated model name used for testing.""" + return _rev_animated_model_name + + # !!!! # If you're adding a model name, follow the pattern and **add it to `_all_model_names`** # !!!! diff --git a/tests/test_horde_lora.py b/tests/test_horde_lora.py index 3e0bd46d..c8d63409 100644 --- a/tests/test_horde_lora.py +++ b/tests/test_horde_lora.py @@ -390,6 +390,7 @@ def test_text_to_image_lora_character_hires_fix( self, shared_model_manager: type[SharedModelManager], hordelib_instance: HordeLib, + rev_animated_model_name: str, ): assert shared_model_manager.manager.lora @@ -435,7 +436,7 @@ def test_text_to_image_lora_character_hires_fix( ], "ddim_steps": 30, "n_iter": 1, - "model": "Rev Animated", + "model": rev_animated_model_name, } pil_image = hordelib_instance.basic_inference_single_image(data).image @@ -454,6 +455,7 @@ def test_text_to_image_lora_character_hires_fix_sdxl( self, shared_model_manager: type[SharedModelManager], hordelib_instance: HordeLib, + am_pony_xl_model_name: str, ): assert shared_model_manager.manager.lora @@ -488,7 +490,7 @@ def test_text_to_image_lora_character_hires_fix_sdxl( ], "ddim_steps": 12, "n_iter": 1, - "model": "AMPonyXL", + "model": am_pony_xl_model_name, } pil_image = hordelib_instance.basic_inference_single_image(data).image @@ -1010,6 +1012,7 @@ def test_login_gated_lora( self, shared_model_manager: type[SharedModelManager], hordelib_instance: HordeLib, + sdxl_1_0_base_model_name: str, ): assert shared_model_manager.manager.lora @@ -1044,7 +1047,7 @@ def test_login_gated_lora( "loras": [{"name": download_gated_lora_version_id, "model": 1.0, "clip": 1.0, "is_version": True}], "ddim_steps": 25, "n_iter": 1, - "model": "SDXL 1.0", + "model": sdxl_1_0_base_model_name, } ret = hordelib_instance.basic_inference_single_image(data) assert isinstance(ret, ResultingImageReturn)