src/display/utils.py

from dataclasses import dataclass
from enum import Enum


def fields(raw_class):
    return [v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"]


# These classes are for user facing column names, to avoid having to change them
# all around the code when a modification is needed.


@dataclass
class ColumnContent:
    name: str
    type: str
    displayed_by_default: bool
    hidden: bool = False
    never_hidden: bool = False


@dataclass(frozen=True)
class AutoEvalColumn:
    system = ColumnContent("System Name", "markdown", True, never_hidden=True)
    organization = ColumnContent("Organization", "str", True, never_hidden=True)
    success_rate_overall = ColumnContent("Overall Success (%)", "number", True)
    success_rate_tier1 = ColumnContent("Tier 1 Success (%)", "number", True)
    success_rate_tier2 = ColumnContent("Tier 2 Success (%)", "number", True)
    submitted_on = ColumnContent("Submitted On", "datetime", True)


# For the queue columns in the submission tab
@dataclass(frozen=True)
class EvalQueueColumn:  # Queue column
    model = ColumnContent("model", "markdown", True)
    revision = ColumnContent("revision", "str", True)
    private = ColumnContent("private", "bool", True)
    precision = ColumnContent("precision", "str", True)
    weight_type = ColumnContent("weight_type", "str", True)
    status = ColumnContent("status", "str", True)


# All the model information that we might need
@dataclass
class ModelDetails:
    name: str
    display_name: str = ""


class ModelType(Enum):
    LLM = ModelDetails(name="LLM")
    AgenticLLM = ModelDetails(name="AgenticLLM")
    Other = ModelDetails(name="Other")

    def to_str(self):
        return self.value.name

    @staticmethod
    def from_str(type: str):
        if type == "AgenticLLM":
            return ModelType.AgenticLLM
        if type == "LLM":
            return ModelType.LLM
        return ModelType.Other


class Precision(Enum):
    float16 = ModelDetails("float16")
    bfloat16 = ModelDetails("bfloat16")
    Unknown = ModelDetails("?")


COLS = [c.name for c in fields(AutoEvalColumn) if not c.hidden]
EVAL_COLS = [c.name for c in fields(EvalQueueColumn)]
EVAL_TYPES = [c.type for c in fields(EvalQueueColumn)]