src/display/utils.py

from dataclasses import dataclass, make_dataclass
from enum import Enum

import pandas as pd

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

## Leaderboard columns
auto_eval_column_dict = []
# Init
auto_eval_column_dict.append(["submission_hash", ColumnContent, ColumnContent("Submission ID", "str", True, never_hidden=True)])
auto_eval_column_dict.append(["team", ColumnContent, ColumnContent("Team", "str", True, never_hidden=True)])
auto_eval_column_dict.append(["submitter", ColumnContent, ColumnContent("Submitter", "str", True, never_hidden=True)])
auto_eval_column_dict.append(["signal_quality_score", ColumnContent, ColumnContent("Signal Quality", "number", True, never_hidden=True)])
auto_eval_column_dict.append(["ranking_consistency_score", ColumnContent, ColumnContent("Ranking Consistency", "number", True, never_hidden=True)])
auto_eval_column_dict.append(["scientific_compliance_score", ColumnContent, ColumnContent("Scientific Compliance", "number", True, never_hidden=True)])
auto_eval_column_dict.append(["global_score", ColumnContent, ColumnContent("Global Score", "number", True, never_hidden=True)])
auto_eval_column_dict.append(["submitted_at", ColumnContent, ColumnContent("Submission Time", "str", True, never_hidden=True)])
auto_eval_column_dict.append(["description", ColumnContent, ColumnContent("Description", "str", True, never_hidden=True)])

# We use make dataclass to dynamically fill the scores from Tasks
AutoEvalColumn = make_dataclass("AutoEvalColumn", auto_eval_column_dict, frozen=True)

## For the queue columns in the submission tab
@dataclass(frozen=True)
class EvalQueueColumn:  # Queue column
    submission_hash = ColumnContent("submission_hash", "str", True)
    submitter = ColumnContent("submitter", "str", True)
    team = ColumnContent("team", "bool", True)
    precision = ColumnContent("precision", "str", True)
    submitted_at = ColumnContent("submitted_at", "str", True)
    status = ColumnContent("status", "str", True)

# Column selection
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)]