Compare Ding0 data of different version by nodes and edges data

compare_ding0_data_versions.py

from ding0.tools.tests import dataframe_equal
from ding0.tools.results import load_nd_from_pickle
import os

# list reduced by faulty one
mv_grid_districts = [3196, 3040, 274, 1977, 2682, 2882, 1476, 1426,
                     294, 2490, 525, 1147, 239, 3230, 1103, 1364, 2035, 3021]

data_path = 'data'

suffix_version_a = '_v0.2.10_dev'
suffix_version_b = '_v0.2.10_pypsa_v0.11.0'
# suffix_version_b = '_v0.3.0'

for mvgd in mv_grid_districts:
    filename_a = 'ding0_grids_{mvgd}{suffix}.pkl'.format(
                                    mvgd=mvgd, suffix=suffix_version_a)
    filename_b = 'ding0_grids_{mvgd}{suffix}.pkl'.format(
                                  mvgd=mvgd, suffix=suffix_version_b)

    network_a = load_nd_from_pickle(filename=filename_a, path='data')
    network_b = load_nd_from_pickle(filename=filename_b, path='data')

    passed, msg = dataframe_equal(network_a, network_b)
    info = (mvgd, passed, msg)
    print(info)