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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 | |
| INTERVAL_MIN = int(os.getenv('INTERVAL_MIN', '10')) | |
| demo_list = DemoList() | |
| api = HfApi() | |
| scheduler = BackgroundScheduler() | |
| scheduler.add_job(func=lambda: api.restart_space(os.getenv('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', | |
| ] | |
| WHOAMI = api.whoami()['name'] | |
| OWNER_CHOICES = [WHOAMI, 'other organizations'] | |
| def update_df(status: list[str], hardware: list[str], sdk: list[str], | |
| owner: list[str]) -> 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))] | |
| 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 | |
| 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') | |
| owner = gr.CheckboxGroup(label='Owner', | |
| choices=OWNER_CHOICES, | |
| value=OWNER_CHOICES, | |
| type='value') | |
| 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) | |
| apply_button.click(fn=update_df, | |
| inputs=[status, hardware, sdk, owner], | |
| outputs=df, | |
| api_name=False) | |
| demo.queue(api_open=False).launch() | |