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chore(api-nodes): remove non-used; extract model to separate files (#11927)
* chore(api-nodes): remove non-used; extract model to separate files * chore(api-nodes): remove non-needed prefix in filenames
This commit is contained in:
Alexander Piskun
@@ -1,297 +0,0 @@
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from typing import Optional
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from enum import Enum
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from pydantic import BaseModel, Field
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from comfy.comfy_types.node_typing import IO
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from comfy_api_nodes.mapper_utils import model_field_to_node_input
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def test_model_field_to_float_input():
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"""Tests mapping a float field with constraints."""
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class ModelWithFloatField(BaseModel):
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cfg_scale: Optional[float] = Field(
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default=0.5,
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description="Flexibility in video generation",
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ge=0.0,
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le=1.0,
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multiple_of=0.001,
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)
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expected_output = (
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IO.FLOAT,
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{
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"default": 0.5,
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"tooltip": "Flexibility in video generation",
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"min": 0.0,
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"max": 1.0,
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"step": 0.001,
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},
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)
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actual_output = model_field_to_node_input(
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IO.FLOAT, ModelWithFloatField, "cfg_scale"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_float_input_no_constraints():
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"""Tests mapping a float field with no constraints."""
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class ModelWithFloatField(BaseModel):
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cfg_scale: Optional[float] = Field(default=0.5)
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expected_output = (
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IO.FLOAT,
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{
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"default": 0.5,
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},
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)
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actual_output = model_field_to_node_input(
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IO.FLOAT, ModelWithFloatField, "cfg_scale"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_int_input():
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"""Tests mapping an int field with constraints."""
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class ModelWithIntField(BaseModel):
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num_frames: Optional[int] = Field(
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default=10,
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description="Number of frames to generate",
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ge=1,
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le=100,
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multiple_of=1,
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)
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expected_output = (
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IO.INT,
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{
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"default": 10,
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"tooltip": "Number of frames to generate",
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"min": 1,
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"max": 100,
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"step": 1,
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},
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)
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actual_output = model_field_to_node_input(IO.INT, ModelWithIntField, "num_frames")
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_string_input():
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"""Tests mapping a string field."""
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class ModelWithStringField(BaseModel):
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prompt: Optional[str] = Field(
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default="A beautiful sunset over a calm ocean",
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description="A prompt for the video generation",
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)
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expected_output = (
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IO.STRING,
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{
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"default": "A beautiful sunset over a calm ocean",
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"tooltip": "A prompt for the video generation",
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},
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)
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actual_output = model_field_to_node_input(IO.STRING, ModelWithStringField, "prompt")
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_string_input_multiline():
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"""Tests mapping a string field."""
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class ModelWithStringField(BaseModel):
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prompt: Optional[str] = Field(
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default="A beautiful sunset over a calm ocean",
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description="A prompt for the video generation",
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)
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expected_output = (
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IO.STRING,
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{
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"default": "A beautiful sunset over a calm ocean",
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"tooltip": "A prompt for the video generation",
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"multiline": True,
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},
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)
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actual_output = model_field_to_node_input(
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IO.STRING, ModelWithStringField, "prompt", multiline=True
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_combo_input():
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"""Tests mapping a combo field."""
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class MockEnum(str, Enum):
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option_1 = "option 1"
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option_2 = "option 2"
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option_3 = "option 3"
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class ModelWithComboField(BaseModel):
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model_name: Optional[MockEnum] = Field("option 1", description="Model Name")
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expected_output = (
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IO.COMBO,
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{
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"options": ["option 1", "option 2", "option 3"],
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"default": "option 1",
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"tooltip": "Model Name",
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},
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)
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actual_output = model_field_to_node_input(
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IO.COMBO, ModelWithComboField, "model_name", enum_type=MockEnum
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_combo_input_no_options():
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"""Tests mapping a combo field with no options."""
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class ModelWithComboField(BaseModel):
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model_name: Optional[str] = Field(description="Model Name")
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expected_output = (
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IO.COMBO,
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{
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"tooltip": "Model Name",
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},
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)
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actual_output = model_field_to_node_input(
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IO.COMBO, ModelWithComboField, "model_name"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_image_input():
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"""Tests mapping an image field."""
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class ModelWithImageField(BaseModel):
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image: Optional[str] = Field(
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default=None,
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description="An image for the video generation",
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)
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expected_output = (
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IO.IMAGE,
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{
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"default": None,
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"tooltip": "An image for the video generation",
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},
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)
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actual_output = model_field_to_node_input(IO.IMAGE, ModelWithImageField, "image")
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_node_input_no_description():
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"""Tests mapping a field with no description."""
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class ModelWithNoDescriptionField(BaseModel):
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field: Optional[str] = Field(default="default value")
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expected_output = (
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IO.STRING,
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{
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"default": "default value",
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},
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)
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actual_output = model_field_to_node_input(
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IO.STRING, ModelWithNoDescriptionField, "field"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_node_input_no_default():
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"""Tests mapping a field with no default."""
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class ModelWithNoDefaultField(BaseModel):
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field: Optional[str] = Field(description="A field with no default")
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expected_output = (
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IO.STRING,
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{
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"tooltip": "A field with no default",
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},
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)
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actual_output = model_field_to_node_input(
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IO.STRING, ModelWithNoDefaultField, "field"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_node_input_no_metadata():
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"""Tests mapping a field with no metadata or properties defined on the schema."""
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class ModelWithNoMetadataField(BaseModel):
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field: Optional[str] = Field()
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expected_output = (
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IO.STRING,
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{},
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)
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actual_output = model_field_to_node_input(
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IO.STRING, ModelWithNoMetadataField, "field"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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def test_model_field_to_node_input_default_is_none():
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"""
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Tests mapping a field with a default of `None`.
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I.e., the default field should be included as the schema explicitly sets it to `None`.
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"""
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class ModelWithNoneDefaultField(BaseModel):
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field: Optional[str] = Field(
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default=None, description="A field with a default of None"
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)
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expected_output = (
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IO.STRING,
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{
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"default": None,
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"tooltip": "A field with a default of None",
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},
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)
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actual_output = model_field_to_node_input(
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IO.STRING, ModelWithNoneDefaultField, "field"
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)
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assert actual_output[0] == expected_output[0]
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assert actual_output[1] == expected_output[1]
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