#!/usr/bin/env python
# coding: utf-8

# # Distributional OPF

# In[1]:


import numpy as np

import andes
import ams

import pandas as pd

import json

import cvxpy as cp


# In[2]:


ams.__version__


# In[3]:


ams.config_logger(stream_level=10)


# In[4]:


sp = ams.load(ams.get_case('ieee123/case123_v1.m'),
              setup=True,
              )


# In[5]:


sp.LDOPF.setup()


# In[6]:


sp.LDOPF.run()


# In[7]:


sp.LDOPF.obj.v


# In[8]:


sp.LDOPF.pg.v


# In[9]:


sp.StaticGen.get(src='p', attr='v', idx=sp.StaticGen.get_idx())


# In[10]:


sp.LDOPF.qg.v


# In[11]:


sp.StaticGen.get(src='q', attr='v', idx=sp.StaticGen.get_idx())