File size: 4,416 Bytes
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from .template import (
APITestTemplate,
girl_img,
mask_img,
disable_in_cq,
get_model,
)
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_no_unit(gen_type):
assert APITestTemplate(
f"test_no_unit{gen_type}",
gen_type,
payload_overrides={},
unit_overrides=[],
input_image=girl_img,
).exec()
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_multiple_iter(gen_type):
assert APITestTemplate(
f"test_multiple_iter{gen_type}",
gen_type,
payload_overrides={"n_iter": 2},
unit_overrides={},
input_image=girl_img,
).exec()
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_batch_size(gen_type):
assert APITestTemplate(
f"test_batch_size{gen_type}",
gen_type,
payload_overrides={"batch_size": 2},
unit_overrides={},
input_image=girl_img,
).exec()
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_2_units(gen_type):
assert APITestTemplate(
f"test_2_units{gen_type}",
gen_type,
payload_overrides={},
unit_overrides=[{}, {}],
input_image=girl_img,
).exec()
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_preprocessor(gen_type):
assert APITestTemplate(
f"test_preprocessor{gen_type}",
gen_type,
payload_overrides={},
unit_overrides={"module": "canny"},
input_image=girl_img,
).exec()
@pytest.mark.parametrize("param_name", ("processor_res", "threshold_a", "threshold_b"))
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_invalid_param(gen_type, param_name):
assert APITestTemplate(
f"test_invalid_param{(gen_type, param_name)}",
gen_type,
payload_overrides={},
unit_overrides={param_name: -1},
input_image=girl_img,
).exec()
@pytest.mark.parametrize("save_map", [True, False])
@pytest.mark.parametrize("gen_type", ["img2img", "txt2img"])
def test_save_map(gen_type, save_map):
assert APITestTemplate(
f"test_save_map{(gen_type, save_map)}",
gen_type,
payload_overrides={},
unit_overrides={"save_detected_map": save_map},
input_image=girl_img,
).exec(expected_output_num=2 if save_map else 1)
@disable_in_cq
def test_masked_controlnet_txt2img():
assert APITestTemplate(
f"test_masked_controlnet_txt2img",
"txt2img",
payload_overrides={},
unit_overrides={
"image": girl_img,
"mask_image": mask_img,
},
).exec()
@disable_in_cq
def test_masked_controlnet_img2img():
assert APITestTemplate(
f"test_masked_controlnet_img2img",
"img2img",
payload_overrides={
"init_images": [girl_img],
},
# Note: Currently you must give ControlNet unit input image to specify
# mask.
# TODO: Fix this for img2img.
unit_overrides={
"image": girl_img,
"mask_image": mask_img,
},
).exec()
@disable_in_cq
def test_txt2img_inpaint():
assert APITestTemplate(
"txt2img_inpaint",
"txt2img",
payload_overrides={},
unit_overrides={
"image": girl_img,
"mask_image": mask_img,
"model": get_model("v11p_sd15_inpaint"),
"module": "inpaint_only",
},
).exec()
@disable_in_cq
def test_img2img_inpaint():
assert APITestTemplate(
"img2img_inpaint",
"img2img",
payload_overrides={
"init_images": [girl_img],
"mask": mask_img,
},
unit_overrides={
"model": get_model("v11p_sd15_inpaint"),
"module": "inpaint_only",
},
).exec()
# Currently failing.
# TODO Fix lama outpaint.
@disable_in_cq
def test_lama_outpaint():
assert APITestTemplate(
"txt2img_lama_outpaint",
"txt2img",
payload_overrides={
"width": 768,
"height": 768,
},
# Outpaint should not need a mask.
unit_overrides={
"image": girl_img,
"model": get_model("v11p_sd15_inpaint"),
"module": "inpaint_only+lama",
"resize_mode": "Resize and Fill", # OUTER_FIT
},
).exec()
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