def JobBuildAndInferCtx_IsTensorList(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
ret, error = oneflow_api.JobBuildAndInferCtx_IsTensorList(job_name, lbn)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return ret
def JobBuildAndInferCtx_DisableBoxing(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
ret, error = oneflow_api.JobBuildAndInferCtx_DisableBoxing(job_name, lbn)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return ret
def CurJobBuildAndInferCtx_AddAndInferMirroredOp(op_conf_proto):
serialized_op_conf = str(text_format.MessageToString(op_conf_proto))
add_and_infer = oneflow_api.CurJobBuildAndInferCtx_AddAndInferMirroredOp
op_attribute_str, error = add_and_infer(serialized_op_conf)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(op_attribute_str, op_attribute_pb.OpAttribute())
def CheckAndCompleteUserOpConf(op_conf_proto):
serialized_op_conf = str(text_format.MessageToString(op_conf_proto))
new_op_conf, error = oneflow_api.CheckAndCompleteUserOpConf(
serialized_op_conf)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(new_op_conf, op_conf_util.OperatorConf())
def JobBuildAndInferCtx_GetDataType(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
dtype, error = oneflow_api.JobBuildAndInferCtx_GetDataType(job_name, lbn)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return int(dtype)
def CurJobBuildAndInferCtx_SetTrainConf(train_config_proto):
serialized_train_conf = str(
text_format.MessageToString(train_config_proto))
error = oneflow_api.CurJobBuildAndInferCtx_SetTrainConf(
serialized_train_conf)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
def JobBuildAndInferCtx_MirroredBlobIsDynamic(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
ret, error = oneflow_api.JobBuildAndInferCtx_MirroredBlobIsDynamic(
job_name, lbn)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return ret
def IsInterfaceOpConf(op_conf):
op_type_field = op_conf.WhichOneof("op_type")
field_number = op_conf_util.OperatorConf.DESCRIPTOR.fields_by_name[
op_type_field].number
res, error = oneflow_api.IsInterfaceOpTypeCase(field_number)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return res
def GetMachine2DeviceIdListOFRecordFromParallelConf(parallel_conf):
serialized_parallel_conf = str(parallel_conf)
(ofrecord,
error) = oneflow_api.GetMachine2DeviceIdListOFRecordFromParallelConf(
serialized_parallel_conf)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(ofrecord, record_util.OFRecord())
def JobBuildAndInferCtx_MirroredBlobGetSubLbi(job_name, lbn, index):
job_name = str(job_name)
lbn = str(lbn)
(
ret,
error,
) = oneflow_api.JobBuildAndInferCtx_MirroredBlobGetSerializedSubLbi(
job_name, lbn, index)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(ret, logical_blob_id_util.LogicalBlobId())
def JobBuildAndInferCtx_GetBatchAxis(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
batch_axis_str, error = oneflow_api.JobBuildAndInferCtx_GetBatchAxis(
job_name, lbn)
batch_axis = text_format.Parse(batch_axis_str, dtype_util.OptInt64())
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
if batch_axis.HasField("value"):
return batch_axis.value
return None
def InferOpConf(op_conf_proto, upstream_signature):
serialized_op_conf = str(text_format.MessageToString(op_conf_proto))
serialized_upstream_sig = str(
text_format.MessageToString(upstream_signature))
op_attribute_str, error = oneflow_api.InferOpConf(
serialized_op_conf,
serialized_upstream_sig,
)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(op_attribute_str, op_attribute_pb.OpAttribute())
def JobBuildAndInferCtx_MirroredBlobGetStaticShape(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
get_shape = (
oneflow_api.
JobBuildAndInferCtx_MirroredBlobGetSerializedIdListAsStaticShape)
axis_str, error = get_shape(job_name, lbn)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
int_list = text_format.Parse(axis_str, record_util.Int64List())
return tuple(map(int, int_list.value))
def JobBuildAndInferCtx_GetSplitAxisFromProducerView(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
(
split_axis_str,
error,
) = oneflow_api.JobBuildAndInferCtx_GetSplitAxisFromProducerView(
job_name, lbn)
split_axis = text_format.Parse(split_axis_str, dtype_util.OptInt64())
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
if split_axis.HasField("value"):
return split_axis.value
return None
def JobBuildAndInferCtx_GetParallelConfFromProducerView(job_name, lbn):
job_name = str(job_name)
lbn = str(lbn)
GetParallelConf = (
oneflow_api.
JobBuildAndInferCtx_GetSerializedParallelConfFromProducerView)
parallel_conf, error = GetParallelConf(job_name, lbn)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
parallel_conf = text_format.Parse(parallel_conf,
placement_pb.ParallelConf())
# TODO(oyy) change temporary transformation after python code migrated into cpp code
parallel_conf_cfg = placement_cfg.ParallelConf()
parallel_conf_cfg.set_device_tag(parallel_conf.device_tag)
for device_name in parallel_conf.device_name:
parallel_conf_cfg.add_device_name(device_name)
return parallel_conf_cfg
def GetJobSet():
job_set, error = oneflow_api.GetSerializedJobSet()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(job_set, job_set_pb.JobSet())
def GetOpAttributes():
op_attributes, error = oneflow_api.GetSerializedOpAttributes()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(op_attributes, op_attribute_pb.OpAttributeList())
def IsOpTypeNameCpuSupportOnly(op_type_name):
ret, error = oneflow_api.IsOpTypeNameCpuSupportOnly(op_type_name)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return ret
def NewPhysicalSymbolId():
object_id, error = oneflow_api.NewPhysicalSymbolId()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return object_id
def NewLogicalObjectId():
object_id, error = oneflow_api.NewLogicalObjectId()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return object_id
def EnvResource():
resource, error = oneflow_api.EnvResource()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(resource, resource_util.Resource())
def GetScopeConfigDef():
scope_config_def, error = oneflow_api.GetScopeConfigDef()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(scope_config_def, ConfigDef())
def IsEnvInited():
is_env_inited, error = oneflow_api.IsEnvInited()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return is_env_inited
def GetStructureGraph():
structure_graph, error = oneflow_api.GetSerializedStructureGraph()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return structure_graph
def LoadLibraryNow(lib_path):
error = oneflow_api.LoadLibraryNow(lib_path)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
def RunPhysicalInstruction(vm_instruction_list, eager_symbol_list):
symbols = str(text_format.MessageToString(eager_symbol_list))
error = oneflow_api.vm.RunPhysicalInstruction(vm_instruction_list, symbols)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
def EnableEagerEnvironment(enable_eager_execution):
error = oneflow_api.EnableEagerEnvironment(enable_eager_execution)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
def CurrentMachineId():
machine_id, error = oneflow_api.CurrentMachineId()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return machine_id
def InitEnv(env_proto):
assert type(env_proto) is env_pb2.EnvProto
env_proto_str = text_format.MessageToString(env_proto)
error = oneflow_api.InitEnv(env_proto_str)
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
def GetFunctionConfigDef():
func_config_def, error = oneflow_api.GetFunctionConfigDef()
if error.has_error_type():
raise JobBuildAndInferCfgError(error)
return text_format.Parse(func_config_def, ConfigDef())
