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

# In[1]:


get_ipython().run_line_magic('load_ext', 'autoreload')
get_ipython().run_line_magic('autoreload', '2')
from synthpop.recipes.starter2 import Starter
from synthpop.synthesizer import synthesize_all, enable_logging 
import os
import pandas as pd
#enable_logging()


# In[2]:


def synthesize_counties(counties):
    for county in counties:
        starter = Starter(os.environ["CENSUS"], "CA", county)
        synthesize_all(starter)
get_ipython().run_line_magic('time', 'hh = synthesize_counties(["Santa Clara County", "Solano County", "San Mateo County", "Marin County", "San Francisco County", "Napa County", "Sonoma County", "Contra Costa County", "Alameda County"])')


# In[4]:


starter = Starter(os.environ["CENSUS"], "CA", "Santa Clara County")


# In[5]:


ind = pd.Series(["06", "085", "508203", "3"], index=["state", "county", "tract", "block group"])
synthesize_all(starter, indexes=[ind])


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