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#!/usr/bin/env python
from __future__ import annotations
import os
import gradio as gr
import pandas as pd
from apscheduler.schedulers.background import BackgroundScheduler
from huggingface_hub import HfApi
from demo_list import DemoList
demo_list = DemoList()
api = HfApi()
WHOAMI = api.whoami()['name']
if (SPACE_ID := os.getenv('SPACE_ID')) is not None:
INTERVAL_MIN = int(os.getenv('INTERVAL_MIN', '10'))
scheduler = BackgroundScheduler()
scheduler.add_job(func=lambda: api.restart_space(SPACE_ID),
trigger='interval',
seconds=60 * INTERVAL_MIN)
scheduler.start()
STATUS_CHOICES = [
'RUNNING',
'PAUSED',
'STOPPED',
'RUNTIME_ERROR',
'BUILD_ERROR',
'BUILDING',
]
HARDWARE_CHOICES = [
'cpu-basic',
'cpu-upgrade',
't4-small',
't4-medium',
'zero-a10g',
'a10g-small',
'a10g-large',
'a100-large',
]
SDK_CHOICES = [
'gradio',
'streamlit',
'docker',
]
SLEEP_TIME_CHOICES = list(demo_list.TO_TIME_STR.values())
SLEEP_TIME_STR_TO_INT = {v: k for k, v in demo_list.TO_TIME_STR.items()}
OWNER_CHOICES = [WHOAMI, 'other organizations']
def update_df(status: list[str], hardware: list[str], sdk: list[str],
sleep_time: list[str], owner: list[str],
multiple_replicas: bool) -> pd.DataFrame:
df_raw = demo_list.df_raw
df = demo_list.df
df = df[(df_raw.status.isin(status)) & (df_raw.hardware.isin(hardware)) &
(df_raw.sdk.isin(sdk))]
sleep_time_int = [SLEEP_TIME_STR_TO_INT[s] for s in sleep_time]
df = df[df_raw.sleep_time.isin(sleep_time_int)]
if multiple_replicas:
df = df[df_raw.replicas > 1]
if set(owner) == set(OWNER_CHOICES):
pass
elif WHOAMI in owner:
df = df[df_raw.owner == WHOAMI]
else:
df = df[df_raw.owner != WHOAMI]
return df
def update_status_checkboxes(choices: list[str]) -> list[str]:
if '(ALL)' in choices:
return STATUS_CHOICES
elif '(NONE)' in choices:
return []
else:
return choices
def update_hardware_checkboxes(choices: list[str]) -> list[str]:
if '(ALL)' in choices:
return HARDWARE_CHOICES
elif '(NONE)' in choices:
return []
else:
return choices
def update_sdk_checkboxes(choices: list[str]) -> list[str]:
if '(ALL)' in choices:
return SDK_CHOICES
elif '(NONE)' in choices:
return []
else:
return choices
def update_sleep_time_checkboxes(choices: list[str]) -> list[str]:
if '(ALL)' in choices:
return SLEEP_TIME_CHOICES
elif '(NONE)' in choices:
return []
else:
return choices
with gr.Blocks(css='style.css') as demo:
with gr.Accordion(label='Filter', open=False):
status = gr.CheckboxGroup(label='Status',
choices=['(ALL)', '(NONE)'] + STATUS_CHOICES,
value=STATUS_CHOICES,
type='value')
hardware = gr.CheckboxGroup(label='Hardware',
choices=['(ALL)', '(NONE)'] +
HARDWARE_CHOICES,
value=HARDWARE_CHOICES,
type='value')
sdk = gr.CheckboxGroup(label='SDK',
choices=['(ALL)', '(NONE)'] + SDK_CHOICES,
value=SDK_CHOICES,
type='value')
sleep_time = gr.CheckboxGroup(label='Sleep time',
choices=['(ALL)', '(NONE)'] +
SLEEP_TIME_CHOICES,
value=SLEEP_TIME_CHOICES,
type='value')
owner = gr.CheckboxGroup(label='Owner',
choices=OWNER_CHOICES,
value=OWNER_CHOICES,
type='value')
multiple_replicas = gr.Checkbox(label='Multiple replicas', value=False)
apply_button = gr.Button('Apply')
df = gr.Dataframe(value=demo_list.df,
datatype=demo_list.column_datatype,
type='pandas')
status.change(fn=update_status_checkboxes,
inputs=status,
outputs=status,
queue=False,
show_progress=False,
api_name=False)
hardware.change(fn=update_hardware_checkboxes,
inputs=hardware,
outputs=hardware,
queue=False,
show_progress=False,
api_name=False)
sdk.change(fn=update_sdk_checkboxes,
inputs=sdk,
outputs=sdk,
queue=False,
show_progress=False,
api_name=False)
sleep_time.change(fn=update_sleep_time_checkboxes,
inputs=sleep_time,
outputs=sleep_time,
queue=False,
show_progress=False,
api_name=False)
apply_button.click(fn=update_df,
inputs=[
status,
hardware,
sdk,
sleep_time,
owner,
multiple_replicas,
],
outputs=df,
api_name=False)
demo.queue(api_open=False).launch()
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