From 77c8ddb5451335b869fdd0c169990fcff9985221 Mon Sep 17 00:00:00 2001 From: shippingwang Date: Sun, 7 Oct 2018 07:51:54 +0000 Subject: [PATCH] Move python/paddle/v2/plot/plot.py to /utils --- python/paddle/utils/__init__.py | 4 +- python/paddle/utils/plot.py | 82 +++++++++++++++++++++++++++++++++ 2 files changed, 85 insertions(+), 1 deletion(-) create mode 100644 python/paddle/utils/plot.py diff --git a/python/paddle/utils/__init__.py b/python/paddle/utils/__init__.py index 15595d2085..096c33e9bf 100644 --- a/python/paddle/utils/__init__.py +++ b/python/paddle/utils/__init__.py @@ -12,4 +12,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -__all__ = ['dump_config'] +from plot import Ploter + +__all__ = ['dump_config', 'Ploter'] diff --git a/python/paddle/utils/plot.py b/python/paddle/utils/plot.py new file mode 100644 index 0000000000..c18e63dd5f --- /dev/null +++ b/python/paddle/utils/plot.py @@ -0,0 +1,82 @@ +# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved +# +# 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. + +import os + + +class PlotData(object): + def __init__(self): + self.step = [] + self.value = [] + + def append(self, step, value): + self.step.append(step) + self.value.append(value) + + def reset(self): + self.step = [] + self.value = [] + + +class Ploter(object): + def __init__(self, *args): + self.__args__ = args + self.__plot_data__ = {} + for title in args: + self.__plot_data__[title] = PlotData() + # demo in notebooks will use Ploter to plot figure, but when we convert + # the ipydb to py file for testing, the import of matplotlib will make the + # script crash. So we can use `export DISABLE_PLOT=True` to disable import + # these libs + self.__disable_plot__ = os.environ.get("DISABLE_PLOT") + if not self.__plot_is_disabled__(): + import matplotlib.pyplot as plt + from IPython import display + self.plt = plt + self.display = display + + def __plot_is_disabled__(self): + return self.__disable_plot__ == "True" + + def append(self, title, step, value): + assert isinstance(title, basestring) + assert self.__plot_data__.has_key(title) + data = self.__plot_data__[title] + assert isinstance(data, PlotData) + data.append(step, value) + + def plot(self, path=None): + if self.__plot_is_disabled__(): + return + + titles = [] + for title in self.__args__: + data = self.__plot_data__[title] + assert isinstance(data, PlotData) + if len(data.step) > 0: + titles.append(title) + self.plt.plot(data.step, data.value) + self.plt.legend(titles, loc='upper left') + if path is None: + self.display.clear_output(wait=True) + self.display.display(self.plt.gcf()) + else: + self.plt.savefig(path) + self.plt.gcf().clear() + + def reset(self): + for key in self.__plot_data__: + data = self.__plot_data__[key] + assert isinstance(data, PlotData) + data.reset() -- GitLab