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# Description <!-- Please include a summary of the changes and the related issue. Please also include relevant motivation and context. List any dependencies that are required for this change. --> Closes #4931 **Type of change** <!-- Please delete options that are not relevant. Remember to title the PR according to the type of change --> - Refactor (change restructuring the codebase without changing functionality) **How Has This Been Tested** <!-- Please add some reference about how your feature has been tested. --> **Checklist** <!-- Please go over the list and make sure you've taken everything into account --> - I added relevant documentation - I followed the style guidelines of this project - I did a self-review of my code - I made corresponding changes to the documentation - I confirm My changes generate no new warnings - I have added tests that prove my fix is effective or that my feature works - I have added relevant notes to the CHANGELOG.md file (See https://keepachangelog.com/) --------- Co-authored-by: burtenshaw <[email protected]>
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# Copyright 2024-present, Argilla, Inc. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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from typing import Annotated, Union, Optional, ClassVar, List, Dict, Literal | ||
from uuid import UUID | ||
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from pydantic import ConfigDict, field_validator, Field, BaseModel, model_validator, field_serializer | ||
from pydantic_core.core_schema import ValidationInfo | ||
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from argilla._models import ResourceModel | ||
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try: | ||
from typing import Self | ||
except ImportError: | ||
from typing_extensions import Self | ||
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class LabelQuestionSettings(BaseModel): | ||
type: Literal["label_selection"] = "label_selection" | ||
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_MIN_VISIBLE_OPTIONS: ClassVar[int] = 3 | ||
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options: List[Dict[str, Optional[str]]] = Field(default_factory=list, validate_default=True) | ||
visible_options: Optional[int] = Field(None, validate_default=True, ge=_MIN_VISIBLE_OPTIONS) | ||
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@field_validator("options", mode="before") | ||
@classmethod | ||
def __labels_are_unique(cls, options: List[Dict[str, Optional[str]]]) -> List[Dict[str, Optional[str]]]: | ||
"""Ensure that labels are unique""" | ||
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unique_labels = list(set([option["value"] for option in options])) | ||
if len(unique_labels) != len(options): | ||
raise ValueError("All labels must be unique") | ||
return options | ||
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@model_validator(mode="after") | ||
def __validate_visible_options(self) -> "Self": | ||
if self.visible_options is None and self.options and len(self.options) >= self._MIN_VISIBLE_OPTIONS: | ||
self.visible_options = len(self.options) | ||
return self | ||
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class MultiLabelQuestionSettings(LabelQuestionSettings): | ||
type: Literal["multi_label_selection"] = "multi_label_selection" | ||
options_order: Literal["natural", "suggestion"] = Field("natural", description="The order of the labels in the UI.") | ||
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class RankingQuestionSettings(BaseModel): | ||
type: Literal["ranking"] = "ranking" | ||
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options: List[Dict[str, Optional[str]]] = Field(default_factory=list, validate_default=True) | ||
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@field_validator("options", mode="before") | ||
@classmethod | ||
def __values_are_unique(cls, options: List[Dict[str, Optional[str]]]) -> List[Dict[str, Optional[str]]]: | ||
"""Ensure that values are unique""" | ||
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unique_values = list(set([option["value"] for option in options])) | ||
if len(unique_values) != len(options): | ||
raise ValueError("All values must be unique") | ||
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return options | ||
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class RatingQuestionSettings(BaseModel): | ||
type: Literal["rating"] = "rating" | ||
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options: List[dict] = Field(..., validate_default=True) | ||
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@field_validator("options", mode="before") | ||
@classmethod | ||
def __values_are_unique(cls, options: List[dict]) -> List[dict]: | ||
"""Ensure that values are unique""" | ||
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unique_values = list(set([option["value"] for option in options])) | ||
if len(unique_values) != len(options): | ||
raise ValueError("All values must be unique") | ||
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return options | ||
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class SpanQuestionSettings(BaseModel): | ||
type: Literal["span"] = "span" | ||
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_MIN_VISIBLE_OPTIONS: ClassVar[int] = 3 | ||
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allow_overlapping: bool = False | ||
field: Optional[str] = None | ||
options: List[Dict[str, Optional[str]]] = Field(default_factory=list, validate_default=True) | ||
visible_options: Optional[int] = Field(None, validate_default=True, ge=_MIN_VISIBLE_OPTIONS) | ||
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@field_validator("options", mode="before") | ||
@classmethod | ||
def __values_are_unique(cls, options: List[Dict[str, Optional[str]]]) -> List[Dict[str, Optional[str]]]: | ||
"""Ensure that values are unique""" | ||
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unique_values = list(set([option["value"] for option in options])) | ||
if len(unique_values) != len(options): | ||
raise ValueError("All values must be unique") | ||
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return options | ||
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@model_validator(mode="after") | ||
def __validate_visible_options(self) -> "Self": | ||
if self.visible_options is None and self.options and len(self.options) >= self._MIN_VISIBLE_OPTIONS: | ||
self.visible_options = len(self.options) | ||
return self | ||
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class TextQuestionSettings(BaseModel): | ||
type: Literal["text"] = "text" | ||
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use_markdown: bool = False | ||
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QuestionSettings = Annotated[ | ||
Union[ | ||
LabelQuestionSettings, | ||
MultiLabelQuestionSettings, | ||
RankingQuestionSettings, | ||
RatingQuestionSettings, | ||
SpanQuestionSettings, | ||
TextQuestionSettings, | ||
], | ||
Field(..., discriminator="type"), | ||
] | ||
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class QuestionModel(ResourceModel): | ||
name: str | ||
settings: QuestionSettings | ||
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title: str = Field(None, validate_default=True) | ||
description: Optional[str] = None | ||
required: bool = True | ||
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dataset_id: Optional[UUID] = None | ||
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@field_validator("title", mode="before") | ||
@classmethod | ||
def _title_default(cls, title, info: ValidationInfo): | ||
validated_title = title or info.data["name"] | ||
return validated_title | ||
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@property | ||
def type(self) -> str: | ||
return self.settings.type | ||
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@field_serializer("id", "dataset_id", when_used="unless-none") | ||
def serialize_id(self, value: UUID) -> str: | ||
return str(value) | ||
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model_config = ConfigDict(validate_assignment=True) |
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argilla/src/argilla/_models/_settings/_questions/__init__.py
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