#check if DatetimeIndex
print (df_temp.index)

#if necessary convert column to index
df_temp.set_index('date',inplace=True) 
#if necessary convert to datetimes
df_temp.index= pd.to_datetime(df_temp.index)

loc = df_temp.index.get_loc('2015-08-17')