import click import json from .output import print_output, OutputFormat @click.group() def experiment(): """Manage experiment resources""" pass @experiment.command() @click.option( '-d', '--description', help="Description of the experiment." ) @click.argument("name") @click.pass_context def create(ctx, description, name): """Create an experiment""" client = ctx.obj["client"] output_format = ctx.obj["output"] response = client.create_experiment(name, description=description) _display_experiment(response, output_format) @experiment.command() @click.option( '-m', '--max-size', default=100, help="Max size of the listed experiments." ) @click.pass_context def list(ctx, max_size): """List experiments""" client = ctx.obj['client'] output_format = ctx.obj['output'] response = client.experiments.list_experiment( page_size=max_size, sort_by="created_at desc" ) if response.experiments: _display_experiments(response.experiments, output_format) else: if output_format == OutputFormat.json.name: msg = json.dumps([]) else: msg = "No experiments found" click.echo(msg) @experiment.command() @click.argument("experiment-id") @click.pass_context def get(ctx, experiment_id): """Get detailed information about an experiment""" client = ctx.obj["client"] output_format = ctx.obj["output"] response = client.get_experiment(experiment_id) _display_experiment(response, output_format) @experiment.command() @click.argument("experiment-id") @click.pass_context def delete(ctx, experiment_id): """Delete an experiment""" confirmation = "Caution. The RunDetails page could have an issue" \ " when it renders a run that has no experiment." \ " Do you want to continue?" if not click.confirm(confirmation): return client = ctx.obj["client"] client.experiments.delete_experiment(id=experiment_id) click.echo("{} is deleted.".format(experiment_id)) def _display_experiments(experiments, output_format): headers = ["Experiment ID", "Name", "Created at"] data = [[ exp.id, exp.name, exp.created_at.isoformat() ] for exp in experiments] print_output(data, headers, output_format, table_format="grid") def _display_experiment(exp, output_format): table = [ ["ID", exp.id], ["Name", exp.name], ["Description", exp.description], ["Created at", exp.created_at.isoformat()], ] if output_format == OutputFormat.table.name: print_output([], ["Experiment Details"], output_format) print_output(table, [], output_format, table_format="plain") elif output_format == OutputFormat.json.name: print_output(dict(table), [], output_format)