File size: 3,676 Bytes
e192068 1158e2e e192068 | 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 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 | from __future__ import annotations
import gradio as gr
import pandas as pd
from .leaderboard_category import (
filter_leaderboard,
style_leaderboard,
)
TASK_DISPLAY_COLUMNS = ["Org", "Model", "Size", "Overall", "MCQ", "Y/N", "Open"]
def render_task_leaderboard(
leaderboard_df: pd.DataFrame,
search_query: str,
selected_split: str,
selected_types: list[str],
selected_size_ranges: list[str],
selected_families: list[str],
):
filtered = filter_leaderboard(
leaderboard_df,
TASK_DISPLAY_COLUMNS,
search_query,
selected_split,
selected_types,
selected_size_ranges,
selected_families,
)
return style_leaderboard(filtered, TASK_DISPLAY_COLUMNS)
def update_split_task_leaderboards(
leaderboard_df: pd.DataFrame,
search_query: str,
selected_types: list[str],
selected_size_ranges: list[str],
selected_families: list[str],
):
return (
render_task_leaderboard(
leaderboard_df,
search_query,
"Test",
selected_types,
selected_size_ranges,
selected_families,
),
render_task_leaderboard(
leaderboard_df,
search_query,
"Validation",
selected_types,
selected_size_ranges,
selected_families,
),
)
def render_leaderboard_task_tab(
leaderboard_df: pd.DataFrame,
search_box,
type_filter,
size_filter,
family_filter,
) -> None:
initial_test_table_value = render_task_leaderboard(
leaderboard_df,
"",
"Test",
[],
[],
[],
)
initial_validation_table_value = render_task_leaderboard(
leaderboard_df,
"",
"Validation",
[],
[],
[],
)
with gr.Tabs(elem_id="leaderboard-task-split-tabs", elem_classes=["leaderboard-split-tabs"]):
with gr.Tab("Test"):
test_leaderboard_table = gr.Dataframe(
value=initial_test_table_value,
max_height=760,
interactive=False,
wrap=True,
buttons=[],
elem_id="leaderboard-table-test",
elem_classes=["leaderboard-table"],
)
with gr.Tab("Validation"):
validation_leaderboard_table = gr.Dataframe(
value=initial_validation_table_value,
max_height=760,
interactive=False,
wrap=True,
buttons=[],
elem_id="leaderboard-table-validation",
elem_classes=["leaderboard-table"],
)
search_box.submit(
fn=lambda search_query, selected_type, selected_size, selected_family: update_split_task_leaderboards(
leaderboard_df,
search_query,
selected_type,
selected_size,
selected_family,
),
inputs=[search_box, type_filter, size_filter, family_filter],
outputs=[test_leaderboard_table, validation_leaderboard_table],
)
for component in (type_filter, size_filter, family_filter):
component.change(
fn=lambda search_query, selected_type, selected_size, selected_family: update_split_task_leaderboards(
leaderboard_df,
search_query,
selected_type,
selected_size,
selected_family,
),
inputs=[search_box, type_filter, size_filter, family_filter],
outputs=[test_leaderboard_table, validation_leaderboard_table],
)
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