dlsmallw's picture
Task-315 Added tab for viewing the datasets used for training the models and reworked the layout of the UI
b72f4a5
# Used for setting some constants for the project codebase
import toml
import typer
from pathlib import Path
from loguru import logger
from typing_extensions import Annotated
app = typer.Typer()
# Root Path
ROOT = Path(__file__).resolve().parents[1]
try:
logger.info('Loading config.toml...')
with open(ROOT / 'config.toml', 'r') as f:
config = toml.load(f, dict)
f.close()
if 'repositories' not in config.keys() or \
'bin_repo' not in config['repositories'] or \
'ml_repo' not in config['repositories'] or \
'ds_repo' not in config['repositories']:
raise Exception('Malformed toml config file.')
logger.success('config.toml loaded successfully.')
except Exception as e:
logger.error(e)
config = {
'repositories': {
'bin_repo': '',
'ml_repo': '',
'ds_repo': ''
}
}
with open(ROOT / 'config.toml', 'w') as f:
toml.dump(config, f)
f.close()
# HF Hub Repositories
BIN_REPO = config['repositories']['bin_repo']
ML_REPO = config['repositories']['ml_repo']
DATASET_REPO = config['repositories']['ds_repo']
@app.command()
def main(
bin_repo: Annotated[str, typer.Option("--binary-repo", "-b")] = None,
ml_repo: Annotated[str, typer.Option("--multilabel-regression-repo", "-m")] = None,
ds_repo: Annotated[str, typer.Option("--dataset-repo", "-d")] = None
):
toml_edited = False
if bin_repo is not None and len(bin_repo) > 0:
config['repositories']['bin_repo'] = bin_repo
toml_edited = True
logger.success(f'Successfully updated binary repository to {bin_repo}.')
if ml_repo is not None and len(ml_repo) > 0:
config['repositories']['ml_repo'] = ml_repo
toml_edited = True
logger.success(f'Successfully updated binary repository to {ml_repo}.')
if ds_repo is not None and len(ds_repo) > 0:
config['repositories']['ds_repo'] = ds_repo
toml_edited = True
logger.success(f'Successfully updated binary repository to "{ds_repo}".')
if toml_edited:
with open(ROOT / 'config.toml', 'w') as f:
toml.dump(config, f)
f.close()
if __name__ == "__main__":
app()