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"""Lists all hyperparameter optimization objects present in the engine."""
import json
import getml.communication as comm
# --------------------------------------------------------------------
[docs]def list_hyperopts():
"""Lists all hyperparameter optimization objects present in the engine.
Note that this function only lists hyperopts which are part of the
current project. See :func:`~getml.engine.set_project` for
changing projects.
To subsequently load one of them, use
:func:`~getml.hyperopt.load_hyperopt`.
Raises:
IOError: If command could not be processed by the engine.
Returns:
list containing the names of all hyperopts.
"""
cmd = dict()
cmd["type_"] = "list_hyperopts"
cmd["name_"] = ""
# ----------------------------------------------------------------
sock = comm.send_and_receive_socket(cmd)
# ----------------------------------------------------------------
msg = comm.recv_string(sock)
if msg != "Success!":
comm.engine_exception_handler(msg)
# ----------------------------------------------------------------
json_str = comm.recv_string(sock)
# ----------------------------------------------------------------
sock.close()
# ----------------------------------------------------------------
return json.loads(json_str)["names"]