def to_json(self, p_dump=True):
dictionary = {
self.DIMENSION: self.dimension,
self.A_CODE: self._A.tolist(),
self.B_CODE: self._b.tolist(),
self.A_INV_CODE: self._A_inv.tolist(),
self.THETA_CODE: self._theta.tolist()
}
return serialize_json(dictionary, p_dump)
def to_json(self, p_dump=True):
# Nombre bras
# Bras i : [succes, echecs]
json_dictionnary = {}
json_dictionnary[self.NOMBRE_BRAS] = self.nombre_bras
json_dictionnary[self.CLASS] = type(self).__name__
json_dictionnary["prior"] = {}
for i_k in range(self.nombre_bras):
json_dictionnary["prior"][i_k] = {
self.SUCCESS: self.prior[i_k][self.INDEX_SUCCESS],
self.FAILURE: self.prior[i_k][self.INDEX_FAILURE]
}
return serialize_json(json_dictionnary, p_dump)
def to_json(self, p_dump=True):
dictionary = {self.NOMBRE_BRAS: self.nombre_bras}
is_wrapper_unique = self.wrappers is not None and type(self.wrappers) != list
if is_wrapper_unique:
dictionary[self.WRAPPER] = self.wrappers.to_json(False)
for i_k in range(self.nombre_bras):
dictionary[i_k] = {}
dictionary[i_k][self.BRAIN] = self.brains[i_k].to_json(False)
if self.wrappers is not None:
if not is_wrapper_unique:
dictionary[i_k][self.WRAPPER] = self.wrappers[i_k].to_json(False)
return serialize_json(dictionary, p_dump)
def to_json(self, p_dump=True):
# Nombre bras
# Compteurs t
# Bras i : [INDEX_NOMBRE_TIRAGES, INDEX_RECOMPENSE_CUMULEE]
json_dictionnary = {}
json_dictionnary[self.NOMBRE_BRAS] = self.nombre_bras
json_dictionnary[self.CLASS] = type(self).__name__
json_dictionnary[self.NB_ITERATIONS_GLOBAL] = self.t
json_dictionnary[self.COUNTERS] = {}
for k in range(self.nombre_bras):
json_dictionnary[self.COUNTERS][k] = {
self.NB_TIRAGES:
self.counters[k][self.INDEX_NOMBRE_TIRAGES],
self.CUMULATED_REWARD:
self.counters[k][self.INDEX_RECOMPENSE_CUMULEE]
}
return serialize_json(json_dictionnary, p_dump)
def to_json(self, p_dump=True):
return serialize_json({self.NOMBRE_BRAS: self.nombre_bras}, p_dump)