| import pytest |
| import requests |
|
|
| from .template import APITestTemplate |
|
|
|
|
| expected_module_names = { |
| "animal_openpose", |
| "anime_face_segment", |
| "blur_gaussian", |
| "canny", |
| "clip_vision", |
| "color", |
| "densepose", |
| "densepose_parula", |
| "depth", |
| "depth_anything", |
| "depth_anything_v2", |
| "depth_hand_refiner", |
| "depth_leres", |
| "depth_leres++", |
| "depth_zoe", |
| "dw_openpose_full", |
| "hed", |
| "hed_safe", |
| "inpaint", |
| "inpaint_only", |
| "inpaint_only+lama", |
| "instant_id_face_embedding", |
| "instant_id_face_keypoints", |
| "invert", |
| "ip-adapter-auto", |
| "ip-adapter_clip_sd15", |
| "ip-adapter_clip_sdxl", |
| "ip-adapter_clip_sdxl_plus_vith", |
| "ip-adapter_face_id", |
| "ip-adapter_face_id_plus", |
| "lineart", |
| "lineart_anime", |
| "lineart_anime_denoise", |
| "lineart_coarse", |
| "lineart_standard", |
| "mediapipe_face", |
| "mlsd", |
| "none", |
| "normal_bae", |
| "normal_dsine", |
| "normal_map", |
| "oneformer_ade20k", |
| "oneformer_coco", |
| "openpose", |
| "openpose_face", |
| "openpose_faceonly", |
| "openpose_full", |
| "openpose_hand", |
| "pidinet", |
| "pidinet_safe", |
| "pidinet_scribble", |
| "pidinet_sketch", |
| "recolor_intensity", |
| "recolor_luminance", |
| "reference_adain", |
| "reference_adain+attn", |
| "reference_only", |
| "revision_clipvision", |
| "revision_ignore_prompt", |
| "scribble_hed", |
| "scribble_xdog", |
| "segmentation", |
| "shuffle", |
| "softedge_teed", |
| "threshold", |
| "tile_colorfix", |
| "tile_colorfix+sharp", |
| "tile_resample", |
| } |
|
|
| |
| expected_module_alias = { |
| "animal_openpose", |
| "blur_gaussian", |
| "canny", |
| "densepose (pruple bg & purple torso)", |
| "densepose_parula (black bg & blue torso)", |
| "depth_anything", |
| "depth_anything_v2", |
| "depth_hand_refiner", |
| "depth_leres", |
| "depth_leres++", |
| "depth_midas", |
| "depth_zoe", |
| "dw_openpose_full", |
| "inpaint_global_harmonious", |
| "inpaint_only", |
| "inpaint_only+lama", |
| "instant_id_face_embedding", |
| "instant_id_face_keypoints", |
| "invert (from white bg & black line)", |
| "ip-adapter-auto", |
| "ip-adapter_clip_g", |
| "ip-adapter_clip_h", |
| "ip-adapter_clip_sdxl_plus_vith", |
| "ip-adapter_face_id", |
| "ip-adapter_face_id_plus", |
| "lineart_anime", |
| "lineart_anime_denoise", |
| "lineart_coarse", |
| "lineart_realistic", |
| "lineart_standard (from white bg & black line)", |
| "mediapipe_face", |
| "mlsd", |
| "none", |
| "normal_bae", |
| "normal_dsine", |
| "normal_midas", |
| "openpose", |
| "openpose_face", |
| "openpose_faceonly", |
| "openpose_full", |
| "openpose_hand", |
| "recolor_intensity", |
| "recolor_luminance", |
| "reference_adain", |
| "reference_adain+attn", |
| "reference_only", |
| "revision_clipvision", |
| "revision_ignore_prompt", |
| "scribble_hed", |
| "scribble_pidinet", |
| "scribble_xdog", |
| "seg_anime_face", |
| "seg_ofade20k", |
| "seg_ofcoco", |
| "seg_ufade20k", |
| "shuffle", |
| "softedge_hed", |
| "softedge_hedsafe", |
| "softedge_pidinet", |
| "softedge_pidisafe", |
| "softedge_teed", |
| "t2ia_color_grid", |
| "t2ia_sketch_pidi", |
| "t2ia_style_clipvision", |
| "threshold", |
| "tile_colorfix", |
| "tile_colorfix+sharp", |
| "tile_resample", |
| } |
|
|
|
|
| @pytest.mark.parametrize("alias", ("true", "false")) |
| def test_module_list(alias): |
| json_resp = requests.get( |
| APITestTemplate.BASE_URL + f"controlnet/module_list?alias_names={alias}" |
| ).json() |
| module_list = json_resp["module_list"] |
| module_detail: dict = json_resp["module_detail"] |
| expected_list = expected_module_alias if alias == "true" else expected_module_names |
| assert set(module_list).issuperset(expected_list), expected_list - set(module_list) |
| assert set(module_list) == set(module_detail.keys()) |
| assert module_detail["canny"] == dict( |
| model_free=False, |
| sliders=[ |
| { |
| "name": "Resolution", |
| "value": 512, |
| "min": 64, |
| "max": 2048, |
| "step": 8, |
| }, |
| {"name": "Low Threshold", "value": 100, "min": 1, "max": 255, "step": 1}, |
| {"name": "High Threshold", "value": 200, "min": 1, "max": 255, "step": 1}, |
| ], |
| ) |
|
|
|
|
| def test_control_types(): |
| json_resp = requests.get( |
| APITestTemplate.BASE_URL + f"controlnet/control_types" |
| ).json() |
| assert "control_types" in json_resp |
| actual_control_types = set(json_resp["control_types"].keys()) |
| expected_control_types = { |
| "Canny", |
| "Revision", |
| "Inpaint", |
| "Instant-ID", |
| "InstructP2P", |
| "Shuffle", |
| "Scribble", |
| "SparseCtrl", |
| "MLSD", |
| "OpenPose", |
| "Depth", |
| "All", |
| "Lineart", |
| "SoftEdge", |
| "NormalMap", |
| "IP-Adapter", |
| "Reference", |
| "T2I-Adapter", |
| "Segmentation", |
| "Tile", |
| "Recolor", |
| } |
| assert actual_control_types.issuperset(expected_control_types), ( |
| expected_control_types - actual_control_types |
| ) |
|
|
