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gauge_factory.py
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gauge_factory.py
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#
# Copyright (c) 2019, Neptune Labs Sp. z o.o.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
from neptune.internal.hardware.gauges.cpu import (
CGroupCpuUsageGauge,
SystemCpuUsageGauge,
)
from neptune.internal.hardware.gauges.gauge_mode import GaugeMode
from neptune.internal.hardware.gauges.gpu import GpuMemoryGauge, GpuUsageGauge
from neptune.internal.hardware.gauges.memory import (
CGroupMemoryUsageGauge,
SystemMemoryUsageGauge,
)
class GaugeFactory(object):
def __init__(self, gauge_mode):
self.__gauge_mode = gauge_mode
def create_cpu_usage_gauge(self):
if self.__gauge_mode == GaugeMode.SYSTEM:
return SystemCpuUsageGauge()
elif self.__gauge_mode == GaugeMode.CGROUP:
return CGroupCpuUsageGauge()
else:
raise self.__invalid_gauge_mode_exception()
def create_memory_usage_gauge(self):
if self.__gauge_mode == GaugeMode.SYSTEM:
return SystemMemoryUsageGauge()
elif self.__gauge_mode == GaugeMode.CGROUP:
return CGroupMemoryUsageGauge()
else:
raise self.__invalid_gauge_mode_exception()
@staticmethod
def create_gpu_usage_gauge(card_index):
return GpuUsageGauge(card_index=card_index)
@staticmethod
def create_gpu_memory_gauge(card_index):
return GpuMemoryGauge(card_index=card_index)
def __invalid_gauge_mode_exception(self):
return ValueError(str("Invalid gauge mode: {}".format(self.__gauge_mode)))