Revert "Merge branch 'cristian_lenta-ba_code' into 'master'"

This reverts merge request !1

code/bar_plot.py

@@ -0,0 +1,96 @@
+import os
+
+from experiment import Experiment
+# noinspection PyUnresolvedReferences
+from soup import Soup
+from typing import List
+
+from collections import defaultdict
+
+from argparse import ArgumentParser
+import numpy as np
+
+import plotly as pl
+import plotly.graph_objs as go
+
+import colorlover as cl
+
+import dill
+
+
+def build_args():
+    arg_parser = ArgumentParser()
+    arg_parser.add_argument('-i', '--in_file', nargs=1, type=str)
+    arg_parser.add_argument('-o', '--out_file', nargs='?', default='out', type=str)
+    return arg_parser.parse_args()
+
+
+def plot_bars(names_bars_tuple, filename='histogram_plot'):
+    # catagorical
+    ryb = cl.scales['10']['div']['RdYlBu']
+    names, bars = names_bars_tuple
+    situations = list(bars[0].keys())
+    names = ['Weightwise', 'Aggregating', 'Recurrent']  # [name.split(' ')[0] for name in names]
+    data_dict = {}
+    for idx, name in enumerate(names):
+        data_dict[name] = bars[idx]
+
+    data = []
+
+    for idx, situation in enumerate(situations):
+        bar = go.Bar(
+            y=[data_dict[name][situation] for name in names],
+            # x=[key for key in data_dict[name].keys()],
+            x=names,
+            name=situation,
+            showlegend=True,
+        )
+        data.append(bar)
+
+    layout = dict(xaxis=dict(title="Networks", titlefont=dict(size=20)),
+                  barmode='stack',
+                  # height=400, width=400,
+                  # margin=dict(l=20, r=20, t=20, b=20)
+                  legend=dict(orientation="h", x=0.05)
+                  )
+
+    fig = go.Figure(data=data, layout=layout)
+    pl.offline.plot(fig, auto_open=True, filename=filename)
+    pass
+
+
+def search_and_apply(absolut_file_or_folder, plotting_function, files_to_look_for=[]):
+    if os.path.isdir(absolut_file_or_folder):
+        for sub_file_or_folder in os.scandir(absolut_file_or_folder):
+            search_and_apply(sub_file_or_folder.path, plotting_function, files_to_look_for=files_to_look_for)
+    elif absolut_file_or_folder.endswith('.dill'):
+        file_or_folder = os.path.split(absolut_file_or_folder)[-1]
+        if file_or_folder in files_to_look_for and not os.path.exists('{}.html'.format(file_or_folder[:-5])):
+            print('Apply Plotting function "{func}" on file "{file}"'.format(func=plotting_function.__name__,
+                                                                             file=absolut_file_or_folder)
+                  )
+
+            with open(absolut_file_or_folder, 'rb') as in_f:
+                bars = dill.load(in_f)
+
+            names_dill_location = os.path.join(*os.path.split(absolut_file_or_folder)[:-1], 'all_names.dill')
+            with open(names_dill_location, 'rb') as in_f:
+                names = dill.load(in_f)
+
+            plotting_function((names, bars), filename='{}.html'.format(absolut_file_or_folder[:-5]))
+
+        else:
+            pass
+            # This was not a file i should look for.
+    else:
+        # This was either another FilyType or Plot.html alerady exists.
+        pass
+
+
+if __name__ == '__main__':
+    args = build_args()
+    in_file = args.in_file[0]
+    out_file = args.out_file
+
+    search_and_apply(in_file, plot_bars, files_to_look_for=['all_counters.dill'])
+    # , 'all_names.dill', 'all_notable_nets.dill'])