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"""Shared functions for the Trackio UI."""
import os
import gradio as gr
try:
import trackio.utils as utils
from trackio.sqlite_storage import SQLiteStorage
except ImportError:
import utils
from sqlite_storage import SQLiteStorage
def get_project_info() -> str | None:
dataset_id = os.environ.get("TRACKIO_DATASET_ID")
space_id = os.environ.get("SPACE_ID")
if utils.persistent_storage_enabled():
return "✨ Persistent Storage is enabled, logs are stored directly in this Space."
if dataset_id:
sync_status = utils.get_sync_status(SQLiteStorage.get_scheduler())
upgrade_message = f"New changes are synced every 5 min <span class='info-container'><input type='checkbox' class='info-checkbox' id='upgrade-info'><label for='upgrade-info' class='info-icon'>ⓘ</label><span class='info-expandable'> To avoid losing data between syncs, <a href='https://huggingface.co/spaces/{space_id}/settings' class='accent-link'>click here</a> to open this Space's settings and add Persistent Storage. Make sure data is synced prior to enabling.</span></span>"
if sync_status is not None:
info = f"↻ Backed up {sync_status} min ago to <a href='https://huggingface.co/datasets/{dataset_id}' target='_blank' class='accent-link'>{dataset_id}</a> | {upgrade_message}"
else:
info = f"↻ Not backed up yet to <a href='https://huggingface.co/datasets/{dataset_id}' target='_blank' class='accent-link'>{dataset_id}</a> | {upgrade_message}"
return info
return None
def get_projects(request: gr.Request):
projects = SQLiteStorage.get_projects()
if project := request.query_params.get("project"):
interactive = False
else:
interactive = True
if selected_project := request.query_params.get("selected_project"):
project = selected_project
else:
project = projects[0] if projects else None
return gr.Dropdown(
label="Project",
choices=projects,
value=project,
allow_custom_value=True,
interactive=interactive,
info=get_project_info(),
)
def update_navbar_value(project_dd):
return gr.Navbar(
value=[
("Metrics", f"?selected_project={project_dd}"),
("Runs", f"runs?selected_project={project_dd}"),
]
)
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