MPCPy
MPCPy copied to clipboard
Optimization fails with pandas 0.24
This issue is to address an error that occurs in the function JModelica._get_control_results()
, where the control results are converted to a pandas series with datetime index. The error occurs because of the lines:
timeindex = self._global_start_time_utc + timedelta;
ts_opt = pd.Series(data = data, index = timeindex).tz_localize('UTC');
In pandas 0.22, the first line creates a timezone unaware timeindex. In pandas 0.24, it creates a timezone aware timeindex, causing the second line to fail with
TypeError: Already tz-aware, use tz_convert to convert.
There are additional errors in exodata.py
when dealing with DST and reading epw files:
Traceback (most recent call last):
File "/home/dhbubu/git/mpcpy/MPCPy/unittests/test_optimization.py", line 526, in setUp
weather.collect_data(start_time_exodata, final_time_exodata);
File "/home/dhbubu/git/mpcpy/MPCPy/mpcpy/exodata.py", line 279, in collect_data
self._collect_data(start_time, final_time);
File "/home/dhbubu/git/mpcpy/MPCPy/mpcpy/exodata.py", line 811, in _collect_data
self._read_timeseries_from_epw();
File "/home/dhbubu/git/mpcpy/MPCPy/mpcpy/exodata.py", line 881, in _read_timeseries_from_epw
time_ambiguous = pd.to_datetime(time_ambiguous.args[0].split("'")[1])
File "/home/dhbubu/.local/lib/python2.7/site-packages/pandas/core/tools/datetimes.py", line 611, in to_datetime
result = convert_listlike(np.array([arg]), box, format)[0]
File "/home/dhbubu/.local/lib/python2.7/site-packages/pandas/core/tools/datetimes.py", line 302, in _convert_listlike_datetimes
allow_object=True)
File "/home/dhbubu/.local/lib/python2.7/site-packages/pandas/core/arrays/datetimes.py", line 1866, in objects_to_datetime64ns
raise e
ValueError: (u'Unknown string format:', 'ambiguous')