feat(ml): auto-commit con 26 cambios

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

python/functions/ml/tests/test_comfyui_build_controlnet_workflow.py

@@ -28,3 +28,11 @@ def test_control_image_modelo_y_strength():
     apply_in = node_by_ct(wf, "ControlNetApply")["inputs"]
     assert apply_in["strength"] == 0.65
     assert node_by_ct(wf, "KSampler")["inputs"]["seed"] == 5
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    args = ("ck.safetensors", "pose.png", "control_openpose.pth", "POS", "NEG")
+    a = comfyui_build_controlnet_workflow(*args, strength=0.65, seed=5)
+    b = comfyui_build_controlnet_workflow(*args, strength=0.65, seed=5)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_facedetailer_workflow.py

@@ -82,3 +82,11 @@ def test_invalid_base_type_raises():
         comfyui_build_facedetailer_workflow(
             123, ckpt_name="dreamshaper_8.safetensors", positive="face",
         )
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    kw = dict(ckpt_name="dreamshaper_8.safetensors", positive="detailed face", seed=42)
+    a = comfyui_build_facedetailer_workflow("portrait_00001_.png", **kw)
+    b = comfyui_build_facedetailer_workflow("portrait_00001_.png", **kw)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_hires_fix_workflow.py

@@ -48,3 +48,11 @@ def test_upscale_model_wired():
     assert wf["11"]["class_type"] == "UpscaleModelLoader"
     assert wf["11"]["inputs"]["model_name"] == "4x_foolhardy_Remacri.pth"
     assert wf["12"]["inputs"]["upscale_model"] == ["11", 0]
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    kw = dict(ckpt_name="dreamshaper_8.safetensors", positive="a fox", seed=42)
+    a = comfyui_build_hires_fix_workflow(**kw)
+    b = comfyui_build_hires_fix_workflow(**kw)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_image_to_3d_workflow.py

@@ -56,3 +56,10 @@ def test_watertight_usa_voxeltomesh_surface_net():
     assert wf["8"]["inputs"]["voxel"] == ["7", 0]
     # El resto de la cadena no cambia: SaveGLB sigue colgando del nodo "8".
     assert wf["9"]["inputs"]["mesh"] == ["8", 0]
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    a = comfyui_build_image_to_3d_workflow("obj.png", seed=42)
+    b = comfyui_build_image_to_3d_workflow("obj.png", seed=42)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_img2img_workflow.py

@@ -28,3 +28,11 @@ def test_denoise_y_init_image():
     assert ks["denoise"] == 0.45
     assert ks["seed"] == 7
     assert node_by_ct(wf, "LoadImage")["inputs"]["image"] == "init.png"
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    args = ("ck.safetensors", "init.png", "POS", "NEG")
+    a = comfyui_build_img2img_workflow(*args, seed=7)
+    b = comfyui_build_img2img_workflow(*args, seed=7)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_inpaint_workflow.py

@@ -29,3 +29,11 @@ def test_base_y_mascara_se_cargan():
     assert mask == "m.png"
     ks = node_by_ct(wf, "KSampler")["inputs"]
     assert ks["seed"] == 33 and ks["denoise"] == 0.9
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    args = ("ck.safetensors", "img.png", "mask.png", "POS", "NEG")
+    a = comfyui_build_inpaint_workflow(*args, seed=33)
+    b = comfyui_build_inpaint_workflow(*args, seed=33)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_sdxl_refiner_workflow.py

@@ -31,3 +31,11 @@ def test_base_emite_ruido_sobrante_y_refiner_lo_recoge():
     # Comparten el corte de pasos: el base termina donde declara base_steps.
     assert base["end_at_step"] == 20
     assert refiner["start_at_step"] == 20
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    args = ("base.st", "ref.st", "POS", "NEG")
+    a = comfyui_build_sdxl_refiner_workflow(*args, seed=9)
+    b = comfyui_build_sdxl_refiner_workflow(*args, seed=9)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_textured_3d_multiview_workflow.py

@@ -78,3 +78,10 @@ def test_sin_upscale_omite_nodos_remacri():
 def test_views_invalido_lanza_valueerror():
     with pytest.raises(ValueError):
         comfyui_build_textured_3d_multiview_workflow("ref.png", views=3)
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red ni estado).
+    a = comfyui_build_textured_3d_multiview_workflow("ref.png", views=6)
+    b = comfyui_build_textured_3d_multiview_workflow("ref.png", views=6)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_txt2img_workflow.py

@@ -41,3 +41,11 @@ def test_params_se_reflejan_en_los_nodos():
 def test_filename_prefix_en_saveimage():
     wf = comfyui_build_txt2img_workflow("ck.safetensors", "POS", filename_prefix="demo_run")
     assert node_by_ct(wf, "SaveImage")["inputs"]["filename_prefix"] == "demo_run"
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    args = ("ck.safetensors", "POS", "NEG")
+    a = comfyui_build_txt2img_workflow(*args, seed=123)
+    b = comfyui_build_txt2img_workflow(*args, seed=123)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_upscale_workflow.py

@@ -26,3 +26,10 @@ def test_method_latent_no_usa_modelo():
     assert "ImageScaleBy" in cts
     assert "UpscaleModelLoader" not in cts
     assert node_by_ct(wf, "LoadImage")["inputs"]["image"] == "img.png"
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red ni estado).
+    a = comfyui_build_upscale_workflow("img.png", model_name="4x-UltraSharp.pth", method="model")
+    b = comfyui_build_upscale_workflow("img.png", model_name="4x-UltraSharp.pth", method="model")
+    assert a == b

python/functions/ml/tests/test_comfyui_build_video_workflow.py

@@ -89,3 +89,10 @@ def test_params_se_reflejan_wan():
 def test_model_invalido_lanza_valueerror():
     with pytest.raises(ValueError):
         comfyui_build_video_workflow("x", model="sora")
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red, seed fijo, sin estado).
+    a = comfyui_build_video_workflow("a fox running", model="ltx", seed=7)
+    b = comfyui_build_video_workflow("a fox running", model="ltx", seed=7)
+    assert a == b

python/functions/ml/tests/test_comfyui_build_view_3d_workflow.py

@@ -24,3 +24,10 @@ def test_animation_usa_load3d_advanced():
     wf = comfyui_build_view_3d_workflow("mesh.glb", animation=True)
     assert class_types(wf) == {"Load3DAdvanced"}
     assert node_by_ct(wf, "Load3DAdvanced")["inputs"]["model_file"] == "mesh.glb"
+
+
+def test_determinista():
+    # Builder puro: misma entrada -> mismo dict (sin red ni estado).
+    a = comfyui_build_view_3d_workflow("mesh.glb", width=800, height=600)
+    b = comfyui_build_view_3d_workflow("mesh.glb", width=800, height=600)
+    assert a == b

python/functions/ml/tests/test_comfyui_inject_lora.py

@@ -43,3 +43,11 @@ def test_reconecta_el_ksampler_al_lora():
     ks = next(n for n in inj.values() if n["class_type"] == "KSampler")
     # El KSampler debe tomar el modelo del LoraLoader, no ya del checkpoint.
     assert ks["inputs"]["model"][0] == lid
+
+
+def test_determinista():
+    # Builder puro: misma base + mismos args -> mismo dict (deepcopy, sin estado).
+    base = comfyui_build_txt2img_workflow("ck.safetensors", "POS", "NEG")
+    a = comfyui_inject_lora(base, "style.safetensors")
+    b = comfyui_inject_lora(base, "style.safetensors")
+    assert a == b