def new_task():
if request.method == "POST":
try:
data = request.json
new_task = converter.structure(data, dacapo.configurables.Task)
new_task.verify()
db = get_db()
db.add_task(new_task)
return jsonify({"success": True})
except Exception as e:
raise (e)
return jsonify({"success": False, "error": str(e)})
fields = parse_fields(dacapo.configurables.Task)
return render_template("dacapo/forms/task.html", fields=fields, id_prefix="task")
def start_runs():
if request.method == "POST":
config_json = request.json
run_execution = converter.structure(config_json,
dacapo.configs.RunExecution)
run_configs = [
dacapo.configs.Run(
name=run["name"],
task=run["task"][0],
dataset=run["dataset"][0],
model=run["model"][0],
optimizer=run["optimizer"][0],
execution_details=run_execution,
repetition=i,
) for run in config_json.pop("runs")
for i in range(run_execution.repetitions)
]
dacapo.run_all(run_configs, run_execution.num_workers)
return jsonify({"success": True})