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41b7618 c76c792 ae5099a c76c792 ae5099a c76c792 41b7618 ae5099a 41b7618 ae5099a 41b7618 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 | 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)]
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