# -*- coding: utf-8 -*-

"""

Created on Tue Jul 7 08:56:10 2015

@author: woo409

"""

# In[2]:

from glue.core import Data, DataCollection

from glue.qt.glue_application import GlueApplication

from datetime import datetime, date, timedelta

from gdf import GDF

from gdf import dt2secs, secs2dt

from analytics import Analytics

from execution_engine import ExecutionEngine

# In[4]:

a = Analytics()

e = ExecutionEngine()

g = GDF()

g.debug = False

# In[5]:

start_date = dt2secs(date(year=2010,month=1,day=1))

end_date = dt2secs(date(year=2010, month=1, day=18))

data_request_descriptor = {'storage_type': 'LS5TM',

}

# In[]:

arrays = a.createArray('LS5TM', ['B20', 'B30'], data_request_descriptor['dimensions'], 'get_data')

ndvi = a.applyBandMath(arrays, '((array1 + array2)/2.0)', 'ndvi')

pq_data = a.createArray('LS5TMPQ', ['PQ'], data_request_descriptor['dimensions'], 'pq_data')

mask = a.applyCloudMask(ndvi, pq_data, 'mask')

result = e.executePlan(a.plan)

# In[6]:

#d = g.get_data(data_request_descriptor)

#print "d shape: " , d['arrays']['B40'].shape

#plotContourf(d, 'B30')

#plotImages(d['arrays']['B30'])

# In[ ]:

# In[ ]:

my_data1 = Data(label='LS5TM')

#my_data1.add_component(d['arrays']['B20'], label='B20')

my_data1.add_component(e.cache['mask']['array_result']['mask'], label='NDVI')

#my_data1.add_component(d['arrays']['B10'], label='B10')

collection = DataCollection([my_data1,])

#collection.merge(my_data1,my_data2,my_data3)

app = GlueApplication(collection)

app.start()