def to_dropbox(self, fname, dropbox_path=None, access_token=None):
from haven import haven_dropbox as hd
dropbox_path = '/SLS_results/'
access_token = 'Z61CnS89EjIAAAAAAABJ19VZt6nlqaw5PtWEBZYBhdLbW7zDyHOYP8GDU2vA2HAI'
out_fname = os.path.join(dropbox_path, fname)
src_fname = os.path.join(self.savedir_base, fname)
self.to_zip(src_fname)
hd.upload_file_to_dropbox(src_fname, out_fname, access_token)
print('saved: https://www.dropbox.com/home/%s' % out_fname)
def to_dropbox(self, fname, dropbox_path=None, access_token=None):
"""[summary]
Parameters
----------
fname : [type]
[description]
dropbox_path : [type], optional
[description], by default None
access_token : [type], optional
[description], by default None
"""
from haven import haven_dropbox as hd
out_fname = os.path.join(dropbox_path, fname)
src_fname = os.path.join(self.savedir_base, fname)
self.to_zip(src_fname)
hd.upload_file_to_dropbox(src_fname, out_fname, access_token)
print('saved: https://www.dropbox.com/home/%s' % out_fname)
def get_plots(self,
transpose=False,
y_list=None,
title_list=None,
legend_list=None,
avg_runs=0,
s_epoch=0,
e_epoch=None,
x_name='epoch',
width=8,
height=6,
y_log_list=(None, ),
ylim_list=None,
xlim_list=None,
color_regard_dict=None,
label_regard_dict=None,
legend_fontsize=None,
y_fontsize=None,
x_fontsize=None,
xtick_fontsize=None,
ytick_fontsize=None,
title_fontsize=None,
linewidth=None,
markersize=None,
title_dict=None,
y_only_first_flag=False,
legend_kwargs=None,
markevery=1,
bar_flag=None,
savedir=None,
dropbox_dir=None,
savedir_base=None,
legend_only_first_flag=False,
legend_flag=True,
y_list_dict=None,
marker_regard_dict=None):
if not savedir_base:
savedir_base = self.savedir_base
exp_sublists = self.exp_sublists
if transpose:
ncols = len(y_list)
n_plots = len(exp_sublists)
else:
ncols = len(exp_sublists)
n_plots = len(y_list)
if ylim_list is not None:
if isinstance(ylim_list[0], list):
ylim_list_list = ylim_list
else:
ylim_list_list = as_double_list(ylim_list) * n_plots
if xlim_list is not None:
if isinstance(xlim_list[0], list):
xlim_list_list = xlim_list
else:
xlim_list_list = as_double_list(xlim_list) * n_plots
for j in range(n_plots):
fig, axs = plt.subplots(nrows=1,
ncols=ncols,
figsize=(ncols * width, 1 * height))
if not hasattr(axs, 'size'):
axs = [axs]
n_results_total = 0
for i in range(ncols):
if ylim_list is not None:
ylim = ylim_list_list[j][i]
else:
ylim = None
if xlim_list is not None:
xlim = xlim_list[j][i]
else:
xlim = None
if y_only_first_flag and i > 0:
ylabel_flag = False
else:
ylabel_flag = True
if legend_only_first_flag:
legend_flag = False
else:
legend_flag = legend_flag
if transpose:
y_name = y_list[i]
exp_list = exp_sublists[j]
else:
y_name = y_list[j]
exp_list = exp_sublists[i]
title, n_results = plot_exp_list(
axs[i],
exp_list,
y_name=y_name,
x_name=x_name,
avg_runs=avg_runs,
legend_list=legend_list,
s_epoch=s_epoch,
e_epoch=e_epoch,
y_log_list=y_log_list,
title_list=title_list,
ylim=ylim,
xlim=xlim,
color_regard_dict=color_regard_dict,
label_regard_dict=label_regard_dict,
legend_fontsize=legend_fontsize,
y_fontsize=y_fontsize,
x_fontsize=x_fontsize,
xtick_fontsize=xtick_fontsize,
ytick_fontsize=ytick_fontsize,
title_fontsize=title_fontsize,
linewidth=linewidth,
markersize=markersize,
title_dict=title_dict,
ylabel_flag=ylabel_flag,
legend_kwargs=legend_kwargs,
markevery=markevery,
savedir_base=savedir_base,
bar_flag=bar_flag,
legend_flag=legend_flag,
y_list_dict=y_list_dict,
marker_regard_dict=marker_regard_dict)
n_results_total += n_results
if n_results == 0:
print('no results for plot with title %s' % title)
if n_results_total == 0:
plt.close()
else:
if legend_only_first_flag:
if legend_kwargs is None:
legend_kwargs = {
'bbox_to_anchor': (0, -0.25),
'ncol': 7,
'loc': 'lower center'
}
# plt.legend(fontsize=legend_fontsize, **legend_kwargs)
# fig.subplots_adjust(top=0.9, left=0.1, right=0.9, bottom=0.12) # create some space below the plots by increasing the bottom-value
# axs.flatten()[-2].legend(fontsize=legend_fontsize, **legend_kwargs)
plt.legend(fontsize=legend_fontsize, **legend_kwargs)
if savedir:
plot_fname = os.path.join(
savedir, '%s.pdf' % title.replace(' ', ''))
plt.savefig(plot_fname, dpi=300, bbox_inches='tight')
print('saved: %s' % plot_fname)
if dropbox_dir:
from haven import haven_dropbox as hd
plot_fname = os.path.join(self.savedir_base, 'tmp.png')
plt.savefig(plot_fname, dpi=300, bbox_inches='tight')
# dropbox_dir = '/SLS_results/'
access_token = 'Z61CnS89EjIAAAAAAABJ19VZt6nlqaw5PtWEBZYBhdLbW7zDyHOYP8GDU2vA2HAI'
out_fname = os.path.join(dropbox_dir,
'%s.png' % title.replace(' ', ''))
hd.upload_file_to_dropbox(plot_fname, out_fname,
access_token)
print('saved: https://www.dropbox.com/home/%s' % out_fname)
# plt.grid(True)
# plt.tight_layout()
plt.show()
plt.close()